梁林

2024

Dual-perspective semantic-aware representation blending for multi-label image recognition with partial labels

Expert Systems With Applications，Vol. 249

DOI

2014

牦牛SLC25A6基因的CDS序列及其表达蛋白生物信息学分析

《江苏农业科学》

DOI

2014

牦牛SLC25A31基因的CDS序列及其表达蛋白生物信息学分析

《黑龙江畜牧兽医》

1998

取代苯胺和苯酚类化合物对大型蚤的毒性及pH值对其毒性的影响

《环境化学》

2020

日本福岛核事故后海洋中(90)Sr:污染现状、辐射评价、启示

《2020中国环境科学学会科学技术年会》

DOI

2026

RoVLA: Multi-Consistency Constraints for Robust Vision-Language-Action Models

arXiv preprint

2026

Visually-Guided Policy Optimization for Multimodal Reasoning

arXiv preprint

2026

When Preference Labels Fall Short: Aligning Diffusion Models from Real Data

arXiv preprint

2026

PointCoT: A Multi-modal Benchmark for Explicit 3D Geometric Reasoning

arXiv preprint

2026

Personalized Cross-Modal Emotional Correlation Learning for Speech-Preserving Facial Expression Manipulation

arXiv preprint

2026

JoyAI-Sim: A Simulation-Enabled Interconversion Toolchain for the Embodied Data Pyramid

arXiv preprint

2026

AtomicVLA: Unlocking the Potential of Atomic Skill Learning in Robots

arXiv preprint

2026

GOPI: Generation-Oriented 3D Pose Inference for Furniture Insertion from Single-View RGB-D Indoor Scenes

arXiv preprint

2026

Ground4D: Consistency-Aware 4D Reconstruction from Monocular Video

arXiv preprint

2026

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking

arXiv preprint

2026

LexiconVLA: Learning Reusable Atomic Action Codebooks for Unseen Tasks

arXiv preprint

2026

Recovering the View: Benchmarking Physical Active Vision for Occlusion Recovery in Robotic Manipulation

arXiv preprint

2026

Bridge-WA: Learning Action-Relevant World Dynamics for Robotic Manipulation

arXiv preprint

2026

EG-VQA: Benchmarking Verifiable Video Question Answering with Grounded Temporal Evidence

arXiv preprint

2026

SHARE: Sharing Human Actions across Robot Embodiments through Unified Retargeting and Tracking

arXiv preprint

2026

DDP-WM: Disentangled Dynamics Prediction for Efficient World Models

arXiv preprint

2026

LookasideVLN: Direction-Aware Aerial Vision-and-Language Navigation

arXiv preprint

2026

OOWM: Structuring Embodied Reasoning and Planning via Object-Oriented Programmatic World Modeling

arXiv preprint

2026

SkiP: When to Skip and When to Refine for Efficient Robot Manipulation

arXiv preprint

2026

Bridging the Discrete-Continuous Gap: Unified Multimodal Generation via Coupled Manifold Discrete Absorbing Diffusion

arXiv preprint

2026

Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection

arXiv preprint

2026

PhyAgentOS: A Self-Evolving Operating System for Embodied Agents with Decoupled Cognitive Planning and Physical Execution

arXiv preprint

2026

DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior

arXiv preprint

2026

Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation

arXiv preprint

DOI

2026

Beyond Entropy: Self-Diagnostic Multi-Role Token Optimization for Video Reasoning

arXiv preprint

2025

Geometry-Editable and Appearance-Preserving Object Compositon

arXiv preprint

2025

Cross-modal Causal Relation Alignment for Video Question Grounding

arXiv preprint

2025

ACD: Direct Conditional Control for Video Diffusion Models via Attention Supervision

arXiv preprint

2025

Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference

arXiv preprint

2025

RoVer: Robot Reward Model as Test-Time Verifier for Vision-Language-Action Model

arXiv preprint

2025

DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition

arXiv preprint

2025

VLA Models Are More Generalizable Than You Think: Revisiting Physical and Spatial Modeling

arXiv preprint

2025

Hybrid Token Compression for Vision-Language Models

arXiv preprint

2025

Exploiting Temporal Audio-Visual Correlation Embedding for Audio-Driven One-Shot Talking Head Animation

arXiv preprint

2025

Pre-Trained Video Generative Models as World Simulators

arXiv preprint

2025

E0: Enhancing Generalization and Fine-Grained Control in VLA Models via Tweedie Discrete Diffusion

arXiv preprint

2025

AutoLayout: Closed-Loop Layout Synthesis via Slow-Fast Collaborative Reasoning

arXiv preprint

2025

DroneSR: Rethinking Few-shot Thermal Image Super-Resolution from Drone-based Perspective

arXiv preprint

2025

EvolveNav: Empowering LLM-Based Vision-Language Navigation via Self-Improving Embodied Reasoning

arXiv preprint

2025

DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once

arXiv preprint

2025

Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search

arXiv preprint

2025

Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy

arXiv preprint

2024

SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection

arXiv preprint

2024

Credible Teacher for Semi-Supervised Object Detection in Open Scene

arXiv preprint

2024

WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models

arXiv preprint

2024

High-fidelity and Lip-synced Talking Face Synthesis via Landmark-based Diffusion Model

arXiv preprint

2024

Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

arXiv preprint

2024

VideoQA in the Era of LLMs: An Empirical Study

arXiv preprint

2024

MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond

arXiv preprint

2024

NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes

arXiv preprint

2024

IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images

arXiv preprint

DOI

2024

MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection

arXiv preprint

2024

Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification

arXiv preprint

2024

Improving Network Interpretability via Explanation Consistency Evaluation

arXiv preprint

2024

Disentangling Regional Primitives for Image Generation

arXiv preprint

2024

DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions

arXiv preprint

2024

All Robots in One: A New Standard and Unified Dataset for Versatile, General-Purpose Embodied Agents

arXiv preprint

2023

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation

arXiv preprint

2023

DreamEditor: Text-Driven 3D Scene Editing with Neural Fields

arXiv preprint

2023

Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning

arXiv preprint

2023

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

arXiv preprint

2023

SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting

arXiv preprint

2023

DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback

arXiv preprint

2023

CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning

arXiv preprint

2023

Visual Causal Scene Refinement for Video Question Answering

arXiv preprint

2023

Multi-Stage Spatio-Temporal Aggregation Transformer for Video Person Re-identification

arXiv preprint

2023

Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos

arXiv preprint

2023

Understanding Self-attention Mechanism via Dynamical System Perspective

arXiv preprint

2023

Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search

arXiv preprint

2023

AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios

arXiv preprint

2023

Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering

arXiv preprint

2023

SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training

arXiv preprint

2023

ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection

arXiv preprint

2023

Open-World Pose Transfer via Sequential Test-Time Adaption

arXiv preprint

2023

Urban Regional Function Guided Traffic Flow Prediction

arXiv preprint

2023

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

arXiv preprint

2023

Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer

arXiv preprint

2023

Identity-Preserving Talking Face Generation with Landmark and Appearance Priors

arXiv preprint

2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution

arXiv preprint

2022

Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

arXiv preprint

2022

Open Set Domain Adaptation By Novel Class Discovery

arXiv preprint

2022

Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning

arXiv preprint

2022

DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter

arXiv preprint

2022

Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning

arXiv preprint

2022

Prompt-Matched Semantic Segmentation

arXiv preprint

2022

Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training

arXiv preprint

2022

Robust Real-World Image Super-Resolution against Adversarial Attacks

arXiv preprint

DOI

2022

Adversarially-Aware Robust Object Detector

arXiv preprint

2022

Semantic Representation and Dependency Learning for Multi-Label Image Recognition

arXiv preprint

2021

Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition

arXiv preprint

2021

Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition

arXiv preprint

2021

Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning

arXiv preprint

2021

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels

arXiv preprint

2021

Enhancing Prototypical Few-Shot Learning by Leveraging the Local-Level Strategy

arXiv preprint

2021

Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video

arXiv preprint

2021

TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning

arXiv preprint

DOI

2021

Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis

arXiv preprint

DOI

2021

Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation

arXiv preprint

2021

Prototypical Graph Contrastive Learning

arXiv preprint

2021

Solving Inefficiency of Self-supervised Representation Learning

arXiv preprint

2020

Linguistically Driven Graph Capsule Network for Visual Question Reasoning

arXiv preprint

2020

Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding

arXiv preprint

2020

Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis

arXiv preprint

DOI

2020

Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition

arXiv preprint

2020

Efficient Crowd Counting via Structured Knowledge Transfer

arXiv preprint

2020

Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection

arXiv preprint

2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

arXiv preprint

2020

Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

arXiv preprint

2020

Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video

arXiv preprint

2020

NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results

arXiv preprint

2020

Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting

arXiv preprint

2020

AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition

arXiv preprint

2020

Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp

arXiv preprint

2020

Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning

arXiv preprint

2020

DDet: Dual-path Dynamic Enhancement Network for Real-World Image Super-Resolution

arXiv preprint

DOI

2020

Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction

arXiv preprint

2019

3D Human Pose Machines with Self-supervised Learning

arXiv preprint

2019

A Near-Optimal Gradient Flow for Learning Neural Energy-Based Models

arXiv preprint

2019

Graphonomy: Universal Human Parsing via Graph Transfer Learning

arXiv preprint

2019

Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning

arXiv preprint

2019

Crowd Counting with Deep Structured Scale Integration Network

arXiv preprint

2019

Layout-Graph Reasoning for Fashion Landmark Detection

arXiv preprint

2019

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching

arXiv preprint

2019

Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition

arXiv preprint

2019

Learning Compact Target-Oriented Feature Representations for Visual Tracking

arXiv preprint

2019

Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning

arXiv preprint

2019

Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction

arXiv preprint

2019

Blockwisely Supervised Neural Architecture Search with Knowledge Distillation

arXiv preprint

2019

Knowledge-Embedded Routing Network for Scene Graph Generation

arXiv preprint

2019

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

arXiv preprint

2019

Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation

arXiv preprint

2019

Adaptively Connected Neural Networks

arXiv preprint

2019

Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks

arXiv preprint

2019

Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition

arXiv preprint

2018

Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection

arXiv preprint

2018

Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria

arXiv preprint

2018

Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark

arXiv preprint

2018

Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches

arXiv preprint

2018

Instance-level Human Parsing via Part Grouping Network

arXiv preprint

2018

Visual Question Reasoning on General Dependency Tree

arXiv preprint

2018

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report

arXiv preprint

2018

SNAS: Stochastic Neural Architecture Search

arXiv preprint

2018

DRPose3D: Depth Ranking in 3D Human Pose Estimation

arXiv preprint

2018

Learning Warped Guidance for Blind Face Restoration

arXiv preprint

2018

Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

arXiv preprint

2018

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition

arXiv preprint

2018

Hybrid Knowledge Routed Modules for Large-scale Object Detection

arXiv preprint

2017

Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning

arXiv preprint

DOI

2017

Recurrent 3D Pose Sequence Machines

arXiv preprint

2017

Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions

arXiv preprint

2017

Cost-Effective Active Learning for Deep Image Classification

arXiv preprint

DOI

2017

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification

arXiv preprint

DOI

2017

Visual Tracking via Dynamic Graph Learning

arXiv preprint

2017

Learning to Segment Human by Watching YouTube

arXiv preprint

2017

Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning

arXiv preprint

DOI

2017

Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning

arXiv preprint

DOI

2017

Instance-Level Salient Object Segmentation

arXiv preprint

2017

Attention-Aware Face Hallucination via Deep Reinforcement Learning

arXiv preprint

2016

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning

arXiv preprint

2016

Is Faster R-CNN Doing Well for Pedestrian Detection?

arXiv preprint

2016

Deep Structured Scene Parsing by Learning with Image Descriptions

arXiv preprint

2016

Local- and Holistic- Structure Preserving Image Super Resolution via Deep Joint Component Learning

arXiv preprint

2016

Character Proposal Network for Robust Text Extraction

arXiv preprint

2016

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling

arXiv preprint

2016

Semantic Object Parsing with Graph LSTM

arXiv preprint

2016

Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning

arXiv preprint

DOI

2015

Integrating Graph Partitioning and Matching for Trajectory Analysis in Video Surveillance

arXiv preprint

DOI

2015

Clothing Co-Parsing by Joint Image Segmentation and Labeling

arXiv preprint

DOI

2015

Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection

arXiv preprint

DOI

2015

An Expressive Deep Model for Human Action Parsing from A Single Image

arXiv preprint

DOI

2015

Learning Latent Spatio-Temporal Compositional Model for Human Action Recognition

arXiv preprint

DOI

2015

Deep Boosting: Layered Feature Mining for General Image Classification

arXiv preprint

DOI

2015

Learning Contour-Fragment-based Shape Model with And-Or Tree Representation

arXiv preprint

DOI

2015

Dynamical And-Or Graph Learning for Object Shape Modeling and Detection

arXiv preprint

2015

Towards a solid solution of real-time fire and flame detection

arXiv preprint

DOI

2015

Data-Driven Scene Understanding with Adaptively Retrieved Exemplars

arXiv preprint

DOI

2015

Deep Joint Task Learning for Generic Object Extraction

arXiv preprint

2015

Discriminatively Trained And-Or Graph Models for Object Shape Detection

arXiv preprint

DOI

2015

Human Re-identification by Matching Compositional Template with Cluster Sampling

arXiv preprint

DOI

2015

Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models

arXiv preprint

DOI

2015

Adaptive Scene Category Discovery with Generative Learning and Compositional Sampling

arXiv preprint

DOI

2015

Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model

arXiv preprint

DOI

2015

DISC: Deep Image Saliency Computing via Progressive Representation Learning

arXiv preprint

DOI

2015

Reversible Recursive Instance-level Object Segmentation

arXiv preprint

2015

Deep Human Parsing with Active Template Regression

arXiv preprint

DOI

2015

Correntropy Induced L2 Graph for Robust Subspace Clustering

arXiv preprint

2015

Unconstrained Facial Landmark Localization with Backbone-Branches Fully-Convolutional Networks

arXiv preprint

2015

PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence

arXiv preprint

DOI

2015

F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation

arXiv preprint

2015

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

arXiv preprint

2015

Proposal-free Network for Instance-level Object Segmentation

arXiv preprint

2015

End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning

arXiv preprint

DOI

2015

Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy

arXiv preprint

2014

Computational Baby Learning

arXiv preprint