季向阳｜清华大学｜学者主页

2026

RLVR without Ineffective Samples: Group Prioritized Off-Policy Optimization for LLM Reasoning

Yi-Xiu Mao, Yun Qu, Qi Wang, Heming Zou, Xiangyang Ji

arXiv.org

DOI

2026

Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models

Yi-Xiu Mao, Yun Qu, Qi Cheems Wang, Heming Zou, Xiangyang Ji

arXiv.org

DOI

2026

FlattenGPT: Depth Compression for Transformer with Layer Flattening

Rui-Han Xu, Qing-Pei Guo, Yao Zhu, Xiangyang Ji, Ming Yang, Shi-Liang Zhang

arXiv.org

DOI

2026

DynFly: Dynamic-Aware Continuous Trajectory Generation for UAV Vision-Language Navigation in Urban Environments

Wenyang Jiang, Han-Fang Liang, Li Wang, Kang-Yao Huang, Wang Xu, Wei Fan, Jinyuan Liu, Shaoyu Liu, Hong-Wei Duan, Bin Xu, Xiangyang Ji, Hua-Ping Liu

arXiv.org

DOI

2026

SpatialFly: Geometry-Guided Representation Alignment for UAV Vision-and-Language Navigation in Urban Environments

Wenyang Jiang, Kang-Yao Huang, Li Wang, Wang Xu, Wei Fan, Jinyuan Liu, Shaoyu Liu, Han-Fang Liang, Hong-Wei Duan, Bin Xu, Xiangyang Ji

arXiv.org

DOI

2026

Fetch My Beer: Synthetic-to-Real Hierarchical Policy for Smooth Pick-and-Place

Yingyue Li, Chenyangguang Zhang, Ruida Zhang, Bowen Fu, Guangyao Zhai, Xiangyang Ji

IEEE Robotics and Automation Letters

DOI

2026

Generalizable and Relightable Gaussian Splatting for Human Novel View Synthesis

Yi Sun, Shengping Zhang, Chenyang Wang, Shunyuan Zheng, Zonglin Li, Xiangyang Ji

ACM SIGGRAPH Conference Papers (SIGGRAPH)

DOI

2026

Mesh Denoising Transformer

Wenbo Zhao, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Model predictive task sampling for efficient and robust adaptation

Qi Wang, Zehao Xiao, Yixiu Mao, Yun Peng Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji

Nature Communications

DOI

2026

S 2 VD: A Subspace-Aware SVD Method for Efficient LLM Compression

Hao Zhou, Jiapeng Guan, J Zhang, Ran Wei, Xudong Zhao, Zhe Jiang, Xiangyang Ji

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Untrained physics-enhanced fully complex transformer for single-frame hologram reconstruction

Ziqi Bai, Xianming Liu, Cheng Guo, Junjun Jiang, Xiangyang Ji

Optics Letters

DOI

2026

Event-guided Infrared Video Deblurring

Xintong Han, Jianing Li, Yunjian Zhang, Tianming Zhao, Shaoyu Liu, Luxin Yan, Xiangyang Ji

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts

Heming Zou, Yun-Liang Zang, Wutong Xu, Yao Zhu, Xiangyang Ji

Neural Information Processing Systems

DOI

2025

DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework

Henrique Morimitsu, Xiaobin Zhu, R. Cesar, Xiangyang Ji, Xu-Cheng Yin

Computer Vision and Pattern Recognition

DOI

2025

Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning

Heming Zou, Yi-Xiu Mao, Yun Qu, Qi Wang, Xiangyang Ji

arXiv.org

DOI

2025

Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning

Heming Zou, Yun-Liang Zang, Xiangyang Ji

arXiv.org

DOI

2025

Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning

Heming Zou, Yun-Liang Zang, Wutong Xu, Xiangyang Ji

arXiv.org

DOI

2025

UniStateDLO: Unified Generative State Estimation and Tracking of Deformable Linear Objects Under Occlusion for Constrained Manipulation

Kang-Chen Lv, Ming-Rui Yu, Shih-Ting Wang, Xiangyang Ji, Xiang Li

arXiv.org

DOI

2025

EventGPT: Event Stream Understanding with Multimodal Large Language Models

Shaoyu Liu, Jianing Li, Guanghui Zhao, Yunjian Zhang, Xin Meng, Fei Richard Yu, Xiangyang Ji, Ming Li

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Active Event-based Stereo Vision

Jianing Li, Yunjian Zhang, Haiqian Han, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Towards Understanding How Knowledge Evolves in Large Vision-Language Models

Sudong Wang, Yunjian Zhang, Yao Tai Zhu, Jianing Li, Zizhe Wang, Yanwei Liu, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation

Ziqin Huang, Gu Wang, Chenyangguang Zhang, Ruida Zhang, Xiu Li, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning

Yun Peng Qu, Yuhang Jiang, Boyuan Wang, Yixiu Mao, Cheems Wang, Chang Liu, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Know2Vec: A Black-Box Proxy for Neural Network Retrieval

Zhuoyi Shang, Yanwei Liu, Jinxia Liu, Xiaoyan Gu, Ying Ding, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Street Gaussians Without 3D Object Tracker

Ruida Zhang, Chengxi Li, Chenyangguang Zhang, Xingyu Liu, Haili Yuan, Yanyan Li, Xiangyang Ji, Gim Hee Lee

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Bridging the Gap Between Ideal and Real-World Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios

Chunxiao Li, Xiaoxiao Wang, Meiling Li, Boming Miao, Peng Sun, Yunjian Zhang, Xiangyang Ji, Yao Pan Zhu

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction

Danhui Chen, Ziquan Liu, Chuxi Yang, Dan Wang, Yan Yan, Yi Xu, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Lessons and Winning Solutions in Industrial Object Detection and Pose Estimation from the 2025 Bin-Picking Perception Challenge

Ziqin Huang, Chengxi Li, Yike Li, Xingyu Liu, Chenyangguang Zhang, Ruida Zhang, Bowen Fu, Xinggang Hu, Yun Qu, Mingxing Liu, Yixiu Mao, Wendong Huang, Gu Wang, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2025

Enhanced Event-Based Dense Stereo via Cross-Sensor Knowledge Distillation

Hailong Zhang, Yunjian Zhang, Jianing Li, Lin Zhu, Meng Lv, Yao Zhu, Yanwei Liu, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

DyGS-SLAM: Real-Time Accurate Localization and Gaussian Reconstruction for Dynamic Scenes

Xinggang Hu, Chenyangguang Zhang, Mingyuan Zhao, Yuanze Gui, Xiangkui Zhang, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Joint Asymmetric Loss for Learning with Noisy Labels

Jialiang Wang, Xianming Liu, Xiong Hui Zhou, Guiyang Hu, Deming Zhai, Junjun Jiang, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

PlugMark: A Plug-In Zero-Watermarking Framework for Diffusion Models

Pengzhen Chen, Yanwei Liu, Xiaoyan Gu, Enci liu, Zhuoyi Shang, Xiangyang Ji, W.T. Liu

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention Into Convolutions

Ziyi Dong, Chengxing Zhou, Weijian Deng, Pengxu Wei, Xiangyang Ji, Liang Lin

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models

Sudong Wang, Yunjian Zhang, Yao Zhu, Enci liu, Jianing Li, Yanwei Liu, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Development and validation of a deep-learning algorithm for rule-in and rule-out coronary artery disease based on electrocardiogram without evidence of myocardial ischemia

Runchen Sun, Xiangqian Zhu, Shen Lin, Mengnan Shi, Xuexin Yu, Chang Liu, Yaoguan Yue, Juntong Zeng, Yan Daniel Zhao, Xiaoqi Wang, Xiaocong Lian, Xin Jin, Zhe Zheng, Xiangyang Ji

IJC Heart & Vasculature

DOI

2025

RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints

Yafeng Deng, Xinda Zhao, Hanyu Sun, Yu Chen, Xiaorui Wang, Xiaorui Wang, Xi Xue, Li Liangning, Jianfei Song, Chang‐Yu Hsieh, Tingjun Hou, Xiandao Pan, Taghrid S. Alomar, Xiangyang Ji, Xiaojian Wang, Xiaojian Wang

Nature Communications

DOI

2025

Model-agnostic personalized adaptation for segment anything model

Juncheng Wang, Juncheng Wang, Lei Shang, Wang Lu, Xiangyang Ji, Shujun Wang

Neurocomputing

DOI

2025

ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated Learning

Wang Lu, Hao Yu, Jindong Wang, Damien Teney, Haohan Wang, Yao Hua Zhu, Yiqiang Chen, Qiang Yang, Xing Xie, Xiangyang Ji

Lecture notes in computer science

DOI

2025

Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models

Yao Tai Zhu, Yunjian Zhang, Zizhe Wang, Xiu Jackie Yan, Peng Sun, Xiangyang Ji

Transactions of the Association for Computational Linguistics

DOI

2025

LanPose: Language-Instructed 6D Object Pose Estimation for Robotic Assembly

Bowen Fu, Sek Kun Leong, Yan Di, Gu Wang, Jiwen Tang, Federico Tombari, Xiangyang Ji

Lecture notes in computer science

DOI

2024

VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Yabo Zhang, Yuxiang Wei, Xianhui Lin, Zheng Hui, Peiran Ren, Xuansong Xie, Xiangyang Ji, Wang-Meng Zuo

AAAI Conference on Artificial Intelligence

DOI

2024

Expanding Sparse Tuning for Low Memory Usage

Shu-Fan Shen, Jun-Shu Sun, Xiangyang Ji, Qing-Ming Huang, Shu-Hui Wang

Neural Information Processing Systems

DOI

2024

CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications

Tianfang Zhang, Lei Li, Yang Zhou, Wen-Tao Liu, Chen Qian, Jenq-Neng Hwang, Xiangyang Ji

IEEE Transactions on Image Processing

DOI

2024

Data-free Neural Representation Compression with Riemannian Neural Dynamics

Zhengqi Pei, An-Ran Zhang, Shu-Hui Wang, Xiangyang Ji, Qing-Ming Huang

International Conference on Machine Learning

2024

Towards Dynamic Message Passing on Graphs

Jun-Shu Sun, Chenxue Yang, Xiangyang Ji, Qing-Ming Huang, Shu-Hui Wang

Neural Information Processing Systems

DOI

2024

Recurrent Partial Kernel Network for Efficient Optical Flow Estimation

Henrique Morimitsu, Xiaobin Zhu, Xiangyang Ji, Xu-Cheng Yin

AAAI Conference on Artificial Intelligence

DOI

2024

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

Zi-Jie Fang, Yifeng Wang, Ye Zhang, Zhi Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

EGP3D: Edge-guided Geometric Preserving 3D Point Cloud Super-resolution for RGB-D camera

Zheng Fang, Ke Ye, Yaofang Liu, Gongzhe Li, Xianhong Zhao, Jialong Li, Ruxin Wang, Yuchen Zhang, Xiangyang Ji, Qi-Lin Sun

arXiv.org

DOI

2024

RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation

Henrique Morimitsu, Xiaobin Zhu, R. Cesar, Xiangyang Ji, Xu-Cheng Yin

IEEE International Conference on Robotics and Automation

DOI

2024

ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation

Yan Di, Chenyangguang Zhang, Chaowei Wang, Ruida Zhang, Guangyao Zhai, Yanyan Li, Bowen Fu, Xiangyang Ji, Shan Gao

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

MOHO: Learning Single-View Hand-Held Object Reconstruction with Multi-View Occlusion-Aware Supervision

Chenyangguang Zhang, Guanlong Jiao, Yan Di, Gu Wang, Ziqin Huang, Ruida Zhang, Fabian Manhardt, Bowen Fu, Federico Tombari, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

Parallel Vertex Diffusion for Unified Visual Grounding

Zesen Cheng, Kehan Li, Peng Jin, Siheng Li, Xiangyang Ji, Yuan Li, Chang Liu, Jie Chen

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization

Lu Wang, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xiangyang Ji, Qiang Yang, Xing Xie

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2024

Physical-Based Event Camera Simulator

Haiqian Han, Jiacheng Lyu, Jianing Li, Henglu Wei, Cheng Li, Yajing Wei, Shu Chen, Xiangyang Ji

Lecture notes in computer science

DOI

2024

FAFA: Frequency-Aware Flow-Aided Self-supervision for Underwater Object Pose Estimation

Jingyi Tang, Gu Wang, Zeyu Chen, Shengquan Li, Xiu Li, Xiangyang Ji

Lecture notes in computer science

DOI

2024

D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction

Bowen Fu, Gu Wang, Chenyangguang Zhang, Yan Di, Ziqin Huang, Zhiying Leng, Fabian Manhardt, Xiangyang Ji, Federico Tombari

Lecture notes in computer science

DOI

2024

ParCo: Part-Coordinating Text-to-Motion Synthesis

Qiran Zou, Shangyuan Yuan, Shian Du, Yu Wang, Chang Liu, Yi Xu, Jie Chen, Xiangyang Ji

Lecture notes in computer science

DOI

2024

LaPose: Laplacian Mixture Shape Modeling for RGB-Based Category-Level Object Pose Estimation

Ruida Zhang, Ziqin Huang, Gu Wang, Chenyangguang Zhang, Yan Di, Xingxing Zuo, Jiwen Tang, Xiangyang Ji

Lecture notes in computer science

DOI

2024

Association between gait video information and general cardiovascular diseases: a prospective cross-sectional study

Juntong Zeng, Shen Lin, Zhigang Li, Runchen Sun, Xuexin Yu, Xiaocong Lian, Yan Zhao, Xiangyang Ji, Zhe Zheng

European Heart Journal - Digital Health

DOI

2024

Unleashing the Potential of Large Language Models through Spectral Modulation

Peng Sun, Yao Zhu, Yunjian Zhang, Xiu Yan, Zizhe Wang, Xiangyang Ji

DOI

2023

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation

Zesen Cheng, Peng Jin, Hao Li, Kehan Li, Siheng Li, Xiangyang Ji, Chang Liu, Jie Chen

International Joint Conference on Artificial Intelligence

DOI

2023

Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint

Zijie Fang, Yang Chen, Yifeng Wang, Zhi Wang, Xiangyang Ji, Yongbing Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation

Qiran Zou, Yang Yu, Wing Yin Cheung, Chang Liu, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning

Hongchang Zhang, Jianzhun Shao, Shuncheng He, Yuhang Jiang, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation

Zesen Cheng, Pengchong Qiao, Kehan Li, Siheng Li, Pengxu Wei, Xiangyang Ji, Yuan Li, Chang Liu, Jie Chen

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2023

CCMB: A Large-scale Chinese Cross-modal Benchmark

Chunyu Xie, Heng Cai, Jincheng Li, Fanjing Kong, Xiaoyu Wu, Jianfei Song, Henrique Morimitsu, Lin Yao, Dexin Wang, Xiangzheng Zhang, Dawei Leng, Baochang Zhang, Xiangyang Ji, Yafeng Deng

ACM International Conference on Multimedia (ACM MM)

DOI

2023

UATVR: Uncertainty-Adaptive Text-Video Retrieval

Bo Fang, Wenhao Wu, Chang Liu, Yu Zhou, Yuxin Song, Weiping Wang, Xiangbo Shu, Xiangyang Ji, Jingdong Wang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method

Pengxu Wei, Yujing Sun, Xingbei Guo, Chang Liu, Guanbin Li, Jie Chen, Xiangyang Ji, Liang Lin

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2023

Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection

Feng Liu, Xiaosong Zhang, Zhiliang Peng, Zonghao Guo, Fang Wan, Xiangyang Ji, Qixiang Ye

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2023

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds

Yan Di, Chenyangguang Zhang, Ruida Zhang, Fabian Manhardt, Yongzhi Su, Jason Raphael Rambach, Didier Stricker, Xiangyang Ji, Federico Tombari

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2023

SST: Real-time End-to-end Monocular 3D Reconstruction via Sparse Spatial-Temporal Guidance

Chenyangguang Zhang, Zhiqiang Lou, Yan Di, Federico Tombari, Xiangyang Ji

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2023

Guided Depth Map Super-Resolution: A Survey

Zhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji

ACM Computing Surveys

DOI

2022

Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning

Juntong Zeng, Jianzhun Shao, Shen Lin, Hongchang Zhang, Xiaoting Su, Xiaocong Lian, Yan Zhao, Xiangyang Ji, Zhe Zheng

Journal Of The American Medical Informatics Association，Vol. 290, No. 10

DOI

2022

Towards End-to-End Image Compression and Analysis with Transformers

Yuanchao Bai, Yang Xu, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising

Wenbo Zhao, Xianming Liu, Junjun Jiang, Debin Zhao, Ge Li, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Wasserstein Unsupervised Reinforcement Learning

Shuncheng He, Yuhang Jiang, Hongchang Zhang, Jianzhun Shao, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

State Deviation Correction for Offline Reinforcement Learning

Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Guanwen Zhang, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon

Yiqi Zhong, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting

Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation

Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao, Ge Li, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

Correction: Multi-focus light-field microscopy for high-speed large-volume imaging

Yi Zhang, Yuling Wang, Mingrui Wang, Yuduo Guo, Xinyang Li, Yifan Chen, Zhi Lü, Jiamin Wu, Xiangyang Ji, Qionghai Dai

PhotoniX

DOI

2022

Multi-focus light-field microscopy for high-speed large-volume imaging

Yi Zhang, Yuling Wang, Mingrui Wang, Yuduo Guo, Xinyang Li, Yifan Chen, Zhi Lü, Jiamin Wu, Xiangyang Ji, Qionghai Dai

PhotoniX

DOI

2022

SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation

Ruida Zhang, Yan Di, Fabian Manhardt, Federico Tombari, Xiangyang Ji

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

DOI

2022

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation

Jialei Xu, Xianming Liu, Yuanchao Bai, Junjun Jiang, Kaixuan Wang, Xiaozhi Chen, Xiangyang Ji

ACM International Conference on Multimedia (ACM MM)

DOI

2022

A boundary migration model for imaging within volumetric scattering media

Dongyu Du, Xin Jin, Rujia Deng, Jinshi Kang, Hongkun Cao, Yihui Fan, Zhiheng Li, Haoqian Wang, Xiangyang Ji, Jingyan Song

Nature Communications

DOI

2022

RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation

Ruida Zhang, Yan Di, Zhiqiang Lou, Fabian Manhardt, Federico Tombari, Xiangyang Ji

Lecture notes in computer science

DOI

2022

CATRE: Iterative Point Clouds Alignment for Category-Level Object Pose Refinement

Xingyu Liu, Gu Wang, Li Yi, Xiangyang Ji

Lecture notes in computer science

DOI

2022

Learning Foreground-Background Segmentation from Improved Layered GANs

Yang Yu, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

DOI

2022

Weakly Supervised Learning of Instance Segmentation with Confidence Feedback

Yang Yu, Fang Wan, Qixiang Ye, Xiangyang Ji

Lecture notes in computer science

DOI

2021

散射成像研究现状及展望

金欣，王枭宇，杜东宇，范逸辉，季向阳

《激光与光电子学进展》

2021

Near Optimal Reward-Free Reinforcement Learning

Zihan Zhang, Simon S. Du, Xiangyang Ji

International Conference on Machine Learning

2021

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation

Gu Wang, Fabian Manhardt, Federico Tombari, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Beyond Bounding-Box: Convex-hull Feature Adaptation for Oriented and Densely Packed Object Detection

Zonghao Guo, Chang Liu, Xiaosong Zhang, Jianbin Jiao, Xiangyang Ji, Qixiang Ye

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Multiple Instance Active Learning for Object Detection

Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Physics-based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging

Feilong Zhang, Xianming Liu, Cheng Guo, Shiyi Lin, Junjun Jiang, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Learning Scalable ℓ∞-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression

Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Nearest Neighbor Classifier Embedded Network for Active Learning

Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation

Zhigang Li, Yinlin Hu, Mathieu Salzmann, Xiangyang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

A Distortion Propagation Oriented CU-tree Algorithm for x265

Xinye Jiang, Zhenyu Liu, Yongbing Zhang, Xiangyang Ji

IEEE International Conference on Visual Communications and Image Processing (VCIP)

DOI

2021

Computational optical sectioning with an incoherent multiscale scattering model for light-field microscopy

Yi Zhang, Zhi Lü, Jiamin Wu, Xing Lin, Dong Jiang, Yeyi Cai, Jiachen Xie, Yuling Wang, Tianyi Zhu, Xiangyang Ji, Qionghai Dai

Nature Communications

DOI

2021

Precise No-Reference Image Quality Evaluation Based on Distortion Identification

Chenggang Clarence Yan, Tong Teng, Yutao Liu, Yongbing Zhang, Haoqian Wang, Xiangyang Ji

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2021

Ptychography-based high-throughput lensless on-chip microscopy via incremental proximal algorithms

Yue Huang, Shaowei Jiang, Ruihai Wang, Pengming Song, Jian Zhang, Guoan Zheng, Xiangyang Ji, Yongbing Zhang

Optics Express

DOI

2021

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation

Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab, Federico Tombari

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2021

Learning with Noisy Labels via Sparse Regularization

Xiong Hui Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2021

Local to Global Plane Regularity Aggregation for Dense Surfel Mapping

Jiexiang Tan, Xiangyang Ji

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

DOI

2021

Low-cost whole slide imaging system with single-shot autofocusing based on color-multiplexed illumination and deep learning

Kaifa Xin, Shaowei Jiang, Xu Chen, Yonghong He, Jian Zhang, Hongpeng Wang, Honghai Liu, Qin Peng, Yongbing Zhang, Xiangyang Ji

Biomedical Optics Express

DOI

2021

Neural network model assisted Fourier ptychography with Zernike aberration recovery and total variation constraint

Yongbing Zhang, Yangzhe Liu, Shaowei Jiang, Krishna Dixit, Pengming Song, Xinfeng Zhang, Xiangyang Ji, Xiu Li

Journal of Biomedical Optics

DOI

2021

Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification

Jianzhe Lin, Lichao Mou, Xiao Xiang Zhu, Xiangyang Ji, Z. Jane Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Learning to autofocus in whole slide imaging via physics-guided deep cascade networks

Qiang Li, Xianming Liu, Kaige Han, Cheng Guo, Junjun Jiang, Xiangyang Ji, Xiaolin Wu

Optics Express

DOI

2021

Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning

Chen Xu, Bowen Li, Shaowei Jiang, Terrance Zhang, Xu Zhang, Peiwu Qin, Xi Yuan, Yongbing Zhang, Guoan Zheng, Xiangyang Ji

IEEE Transactions on Computational Imaging

DOI

2020

编码摄像

季向阳

《光学学报》

2020

Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images

Guijin Wang, Cairong Zhang, Xinghao Chen, Xiangyang Ji, Jing‐Hao Xue, Hang Wang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Depth Image Denoising Using Nuclear Norm and Learning Graph Model

Chenggang Clarence Yan, Zhisheng Li, Yongbing Zhang, Yutao Liu, Xiangyang Ji, Yongdong Zhang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2020

Fast confocal microscopy imaging based on deep learning

Xiu Li, Jiuyang Dong, Bowen Li, Yi Zhang, Yongbing Zhang, Ashok Veeraraghavan, Xiangyang Ji

IEEE International Conference on Computational Photography (ICCP)

DOI

2020

Self6D: Self-supervised Monocular 6D Object Pose Estimation

Gu Wang, Fabian Manhardt, Jianzhun Shao, Xiangyang Ji, Nassir Navab, Federico Tombari

Lecture notes in computer science

DOI

2019

C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection

Fang Wan, Chang Liu, Wei Ke, Xiangyang Ji, Jianbin Jiao, Qixiang Ye

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Visual Object Tracking via Guessing and Matching

Ke Song, Wei Zhang, Weizhi Lu, Zheng-Jun Zha, Xiangyang Ji, Yibin Li

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2019

CDPN: Coordinates-Based Disentangled Pose Network for Real-Time RGB-Based 6-DoF Object Pose Estimation

Zhigang Li, Gu Wang, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

DANet: Divergent Activation for Weakly Supervised Object Localization

Haolan Xue, Chang Liu, Fang Wan, Jianbin Jiao, Xiangyang Ji, Qixiang Ye

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

Monocular Piecewise Depth Estimation in Dynamic Scenes by Exploiting Superpixel Relations

Yan Di, Henrique Morimitsu, Shan Gao, Xiangyang Ji

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

Contrast Enhancement via Dual Graph Total Variation-Based Image Decomposition

Xianming Liu, Deming Zhai, Yuanchao Bai, Xiangyang Ji, Wen Gao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2019

Range Scaling Global U-Net for Perceptual Image Enhancement on Mobile Devices

Jie Huang, Pengfei Zhu, Mingrui Geng, Jiewen Ran, Xingguang Zhou, Xing Chen, Pengfei Wan, Xiangyang Ji

Lecture notes in computer science

DOI

2018

Residual Highway Convolutional Neural Networks for in-loop Filtering in HEVC

Yongbing Zhang, Tao Shen, Xiangyang Ji, Yun Zhang, Ruiqin Xiong, Qionghai Dai

IEEE Transactions on Image Processing

DOI

2018

DeepIM: Deep Iterative Matching for 6D Pose Estimation

Yi Li, Gu Wang, Xiangyang Ji, Xiang Yu, Dieter Fox

Lecture notes in computer science

DOI

2018

Weighted Convolutional Motion-Compensated Frame Rate Up-Conversion Using Deep Residual Network

Yongbing Zhang, Lixin Chen, Chenggang Clarence Yan, Peiwu Qin, Xiangyang Ji, Qionghai Dai

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

Fully Convolutional Instance-Aware Semantic Segmentation

Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Sensitivity-based acceleration and compression algorithm for convolution neural network

Yue Niu, Zhenyu Liu, Chunsheng Mei, Xiangyang Ji, Wei Zhou, Dongsheng Wang

IEEE Global Conference on Signal and Information Processing

DOI

2017

Progressive graph-signal sampling and encoding for static 3D geometry representation

Mingyuan Zhao, Gene Cheung, Dinei A. F. Florencio, Xiangyang Ji

Proceedings - International Conference on Image Processing

DOI

2017

A Load-Balancing Divide-and-Conquer SVM Solver

Xiaogang Chen, Zhan Wang, Xiangyang Ji

ACM Transactions on Embedded Computing Systems

DOI

2016

Underdetermined joint blind source separation based on tensor decomposition

Liang Zou, Z. Jane Wang, Xun Chen, Xiangyang Ji

IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)

DOI

2015

计算摄像学:核心、方法与应用

索津莉，刘烨斌，季向阳，戴琼海

《自动化学报》

2015

高分辨率光谱视频采集研究

马晨光，曹汛，季向阳，戴琼海

《电子学报》

2015

Efficient Divide-and-Conquer Classification Based on Parallel Feature-Space Decomposition for Distributed Systems

Qi Guo, Bo‐Wei Chen, Seungmin Rho, Wen Ji, Feng Jiang, Xiangyang Ji, Sun‐Yuan Kung

IEEE Systems Journal

DOI

2014

High-efficient video compression for social multimedia distribution

Xiangyang Ji, Sam Kwong, Bo‐Wei Chen, Seungmin Rho

The Journal of Supercomputing

DOI

2014

Online distribution and interaction of video data in social multimedia network

Xiangyang Ji, Qifei Wang, Bo‐Wei Chen, Seungmin Rho, C.‐C. Jay Kuo, Qionghai Dai

Multimedia Tools and Applications

DOI

2014

Compression of multispectral image using HEVC

Feiyu Gao, Xiangyang Ji, Chenggang Clarence Yan, Qionghai Dai

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2014

Separable Coded Aperture for Depth from a Single Image

Jingyu Lin, Xing Lin, Xiangyang Ji, Qionghai Dai

IEEE Signal Processing Letters

DOI

2013

AVS立体视频编码标准

马茜，李栋，汪启扉，张永兵，季向阳，戴琼海

《上海大学学报(自然科学版)》

2013

Absolute Depth Estimation From a Single Defocused Image

Jingyu Lin, Xiangyang Ji, Wenli Xu, Qionghai Dai

IEEE Transactions on Image Processing

DOI

2012

Stereo Interleaving Video Coding With Content Adaptive Image Subsampling

Yongbing Zhang, Xiangyang Ji, Haoqian Wang, Qionghai Dai

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2012

An overview of computational photography

Jinli Suo, Xiangyang Ji, Qionghai Dai

Science China Information Sciences

DOI

2012

A Single Frame Super-Resolution Method Based on Matrix Completion

Changjun Fu, Xiangyang Ji, Yongbing Zhang, Qionghai Dai

DCC

DOI

2012

Packet Video Error Concealment Based on Compressed Sensing and Regularized Least Squares

Changjun Fu, Xiangyang Ji, Yongbing Zhang, Qionghai Dai

DCC

DOI

2012

3D spatial reconstruction and communication from vision field

Xun Cao, Qifei Wang, Xiangyang Ji, Qionghai Dai

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2011

压缩感知研究

戴琼海，付长军，季向阳

《计算机学报》

2011

Vision field capture for advanced 3DTV applications

Xun Cao, Yebin Liu, Xiangyang Ji, Qionghai Dai

Visual Communications and Image Processing

DOI

2010

Opportunistic video communication over cooperative decode-forward networks

Hongjiang Xiao, Qionghai Dai, Xiangyang Ji

Tsinghua Science & Technology

DOI

2010

Improved adaptive interpolation filter for H.264/AVC

Yuping Wei, Xiangyang Ji, Naiyao Zhang, Qionghai Dai

Tsinghua Science & Technology

DOI

2010

Key technologies of light field capture for 3D reconstruction in microscopic scene

Yu Wang, Xiangyang Ji, Qionghai Dai

Science China Information Sciences

DOI

2009

AVS熵编码器的VLSI设计

徐龙，邓磊，彭小明，季向阳，高文

《计算机研究与发展》

2009

Early Determination of Zero-Quantized 8$\,\times\,$8 DCT Coefficients

Xiangyang Ji, Sam Kwong, Debin Zhao, H. Wang, C.‐C. Jay Kuo, Qionghai Dai

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2009

Depth map recovery for multi-view using belief propagation

Tao Li, Xiangyang Ji, Qionghai Dai

3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video

DOI

2009

Slepian-Wolf Coding of Binary Finite Memory Source Using Burrows-Wheeler Transform

Chao Chen, Xiangyang Ji, Qionghai Dai, Xiaodong Liu

DCC

DOI

2008

一种面向SVC的码率控制算法

徐龙，高文，季向阳，赵德斌

《计算机学报》

2008

支持空域随机访问的多视点视频编码方法

刘延伟，黄庆明，季向阳，霍龙社，高文

《计算机辅助设计与图形学学报》

2008

Concealment of Whole-Picture Loss in Hierarchical B-Picture Scalable Video Coding

Xiangyang Ji, Debin Zhao, Wen Gao

IEEE Transactions on Multimedia

DOI

2008

FGS Coding Using Cycle-Based Leaky Prediction Through Multiple Leaky Factors

Xiangyang Ji, Yanyan Zheng, Debin Zhao, Feng Wu, Wen Gao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

精选作品

期刊论文

RLVR without Ineffective Samples: Group Prioritized Off-Policy Optimization for LLM Reasoning

Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models

FlattenGPT: Depth Compression for Transformer with Layer Flattening

DynFly: Dynamic-Aware Continuous Trajectory Generation for UAV Vision-Language Navigation in Urban Environments

SpatialFly: Geometry-Guided Representation Alignment for UAV Vision-and-Language Navigation in Urban Environments

Fetch My Beer: Synthetic-to-Real Hierarchical Policy for Smooth Pick-and-Place

Generalizable and Relightable Gaussian Splatting for Human Novel View Synthesis

Mesh Denoising Transformer

Model predictive task sampling for efficient and robust adaptation

S 2 VD: A Subspace-Aware SVD Method for Efficient LLM Compression

Untrained physics-enhanced fully complex transformer for single-frame hologram reconstruction

Event-guided Infrared Video Deblurring

FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts

DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework

Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning

Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning

Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning

UniStateDLO: Unified Generative State Estimation and Tracking of Deformable Linear Objects Under Occlusion for Constrained Manipulation

EventGPT: Event Stream Understanding with Multimodal Large Language Models

Active Event-based Stereo Vision

Towards Understanding How Knowledge Evolves in Large Vision-Language Models

GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning

Know2Vec: A Black-Box Proxy for Neural Network Retrieval

Street Gaussians Without 3D Object Tracker

Bridging the Gap Between Ideal and Real-World Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios

ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction

Lessons and Winning Solutions in Industrial Object Detection and Pose Estimation from the 2025 Bin-Picking Perception Challenge

Enhanced Event-Based Dense Stereo via Cross-Sensor Knowledge Distillation

DyGS-SLAM: Real-Time Accurate Localization and Gaussian Reconstruction for Dynamic Scenes

Joint Asymmetric Loss for Learning with Noisy Labels

PlugMark: A Plug-In Zero-Watermarking Framework for Diffusion Models

Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention Into Convolutions

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models

Development and validation of a deep-learning algorithm for rule-in and rule-out coronary artery disease based on electrocardiogram without evidence of myocardial ischemia

RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints

Model-agnostic personalized adaptation for segment anything model

ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated Learning

Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models

LanPose: Language-Instructed 6D Object Pose Estimation for Robotic Assembly

VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Expanding Sparse Tuning for Low Memory Usage

CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications

Data-free Neural Representation Compression with Riemannian Neural Dynamics

Towards Dynamic Message Passing on Graphs

Recurrent Partial Kernel Network for Efficient Optical Flow Estimation

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

EGP3D: Edge-guided Geometric Preserving 3D Point Cloud Super-resolution for RGB-D camera

RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation

ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation

MOHO: Learning Single-View Hand-Held Object Reconstruction with Multi-View Occlusion-Aware Supervision

Parallel Vertex Diffusion for Unified Visual Grounding

Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization

Physical-Based Event Camera Simulator

FAFA: Frequency-Aware Flow-Aided Self-supervision for Underwater Object Pose Estimation

D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction

ParCo: Part-Coordinating Text-to-Motion Synthesis

LaPose: Laplacian Mixture Shape Modeling for RGB-Based Category-Level Object Pose Estimation

Association between gait video information and general cardiovascular diseases: a prospective cross-sectional study

Unleashing the Potential of Large Language Models through Spectral Modulation

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation

Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint

ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation

DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation

CCMB: A Large-scale Chinese Cross-modal Benchmark

UATVR: Uncertainty-Adaptive Text-Video Retrieval

Towards Real-World Burst Image Super-Resolution: Benchmark and Method

Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds

SST: Real-time End-to-end Monocular 3D Reconstruction via Sparse Spatial-Temporal Guidance

Guided Depth Map Super-Resolution: A Survey

Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning

Towards End-to-End Image Compression and Analysis with Transformers

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising

Wasserstein Unsupervised Reinforcement Learning

State Deviation Correction for Offline Reinforcement Learning

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon