Huchuan Lu

X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification AAAI 2026 CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking AAAI 2026 SAM3-I: Segment Anything with Instructions ACL 2026 IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025 Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025 Learning Spatial-Semantic Features for Robust Video Object Segmentation ICLR 2025 Autoregressive Video Generation without Vector Quantization ICLR 2025 High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity ICLR 2025 TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models WACV 2025 CAT: A Unified Click-and-Track Framework for Realistic Tracking ICCV 2025 EVEv2: Improved Baselines for Encoder-Free Vision-Language Models ICCV 2025 VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior ICCV 2025 CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting ICCV 2025 DefMamba: Deformable Visual State Space Model CVPR 2025 SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025 MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt AAAI 2025 CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-Identification AAAI 2025 Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding AAAI 2025 Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking AAAI 2025 The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025 Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases WACV 2025 ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025 Mono2Stereo: A Benchmark and Empirical Study for Stereo Conversion CVPR 2025 UniSegDiff: Boosting Unified Lesion Segmentation via a Staged Diffusion Model MICCAI 2025 Towards Real-Time Open-Vocabulary Video Instance Segmentation WACV 2025 Efficient Motion Prompt Learning for Robust Visual Tracking ICML 2025 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024 LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning NIPS 2024 TOP-ReID: Multi-Spectral Object Re-identification with Token Permutation AAAI 2024 Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking AAAI 2024 TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification AAAI 2024 DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation AAAI 2024 Large Occluded Human Image Completion via Image-Prior Cooperating AAAI 2024 PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety ACL 2024 Leveraging the Power of Data Augmentation for Transformer-Based Tracking WACV 2024 CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation MICCAI 2024 MAS-SAM: Segment Any Marine Animal with Aggregated Features IJCAI 2024 Spider: A Unified Framework for Context-dependent Concept Segmentation ICML 2024 PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis ICLR 2024 Spatial-Temporal Multi-level Association for Video Object Segmentation ECCV 2024 Open-Vocabulary Camouflaged Object Segmentation ECCV 2024 SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning ECCV 2024 PixArt-Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation ECCV 2024 EvSign: Sign Language Recognition and Translation with Streaming Events ECCV 2024 Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024 UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory CVPR 2024 Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024 Multi-view Aggregation Network for Dichotomous Image Segmentation CVPR 2024 Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and Baseline CVPR 2024 Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM CVPR 2024 Unveiling Encoder-Free Vision-Language Models NIPS 2024 Representation Learning for Visual Object Tracking by Masked Appearance Transfer CVPR 2023 Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation AAAI 2023 Universal Instance Perception As Object Discovery and Retrieval CVPR 2023 MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection CVPR 2023 Compression-Aware Video Super-Resolution CVPR 2023 CiteTracker: Correlating Image and Text for Visual Tracking ICCV 2023 Exploring Transformers for Open-world Instance Segmentation ICCV 2023 Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation ICCV 2023 Adaptive Illumination Mapping for Shadow Detection in Raw Images ICCV 2023 Segment Every Reference Object in Spatial and Temporal Spaces ICCV 2023 Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking ICCV 2023 MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation ICCV 2023 Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance Learning ICCV 2023 GM-NeRF: Learning Generalizable Model-Based Neural Radiance Fields From Multi-View Images CVPR 2023 Visual Prompt Multi-Modal Tracking CVPR 2023 ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data CVPR 2023 SeqTrack: Sequence to Sequence Learning for Visual Object Tracking CVPR 2023 Adaptive Co-Teaching for Unsupervised Monocular Depth Estimation ECCV 2022 Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels NIPS 2022 You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022 Self-Supervised Pretraining for RGB-D Salient Object Detection AAAI 2022 Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection CVPR 2022 Multi-Object Tracking Meets Moving UAV CVPR 2022 TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation CVPR 2022 Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling CVPR 2022 Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline CVPR 2022 Zoom in and Out: A Mixed-Scale Triplet Network for Camouflaged Object Detection CVPR 2022 Towards Grand Unification of Object Tracking ECCV 2022 MVSalNet:Multi-View Augmentation for RGB-D Salient Object Detection ECCV 2022 United Defocus Blur Detection and Deblurring via Adversarial Promoting Learning ECCV 2022 Learning Spatio-Temporal Transformer for Visual Tracking ICCV 2021 Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021 Encoder Fusion Network With Co-Attention Embedding for Referring Image Segmentation CVPR 2021 Watching You: Global-Guided Reciprocal Learning for Video-Based Person Re-Identification CVPR 2021 Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images CVPR 2021 Multi-Target Domain Adaptation With Collaborative Consistency Learning CVPR 2021 Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ICCV 2021 MFNet: Multi-Filter Directive Network for Weakly Supervised Salient Object Detection ICCV 2021 CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction ICCV 2021 Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation CVPR 2021 LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021 Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection NIPS 2021 Transformer Tracking CVPR 2021 Calibrated RGB-D Salient Object Detection CVPR 2021 Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021 Self-Generated Defocus Blur Detection via Dual Adversarial Discriminators CVPR 2021 Video Annotation for Visual Tracking via Selection and Refinement ICCV 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ICCV 2021 High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling ECCV 2020 A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection ECCV 2020 Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection ECCV 2020 Pose-Guided Visible Part Matching for Occluded Person ReID CVPR 2020 Multi-Scale Interactive Network for Salient Object Detection CVPR 2020 High-Performance Long-Term Tracking With Meta-Updater CVPR 2020 A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection CVPR 2020 SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation CVPR 2020 Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection ECCV 2020 Bi-Directional Relationship Inferring Network for Referring Image Segmentation CVPR 2020 Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection AAAI 2020 Cooling-Shrinking Attack: Blinding the Tracker With Imperceptible Noises CVPR 2020 Multi-Type Self-Attention Guided Degraded Saliency Detection AAAI 2020 Select, Supplement and Focus for RGB-D Saliency Detection CVPR 2020 Suppress and Balance: A Simple Gated Network for Salient Object Detection ECCV 2020 CLIFFNet for Monocular Depth Estimation with Hierarchical Embedding Loss ECCV 2020 Unsupervised Video Object Segmentation with Joint Hotspot Tracking ECCV 2020 Accurate RGB-D Salient Object Detection via Collaborative Learning ECCV 2020 Deep Light-field-driven Saliency Detection from a Single View IJCAI 2019 Memory-oriented Decoder for Light Field Salient Object Detection NIPS 2019 Deep Embedding Features for Salient Object Detection AAAI 2019 Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network CVPR 2019 A Mutual Learning Method for Salient Object Detection With Intertwined Multi-Supervision CVPR 2019 'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-Term Tracking ICCV 2019 Fast Video Object Segmentation via Dynamic Targeting Network ICCV 2019 Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019 GradNet: Gradient-Guided Network for Visual Object Tracking ICCV 2019 Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation ICCV 2019 Towards High-Resolution Salient Object Detection ICCV 2019 Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection ICCV 2019 Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion ICCV 2019 Deep Learning for Light Field Saliency Detection ICCV 2019 Multi-Source Weak Supervision for Saliency Detection CVPR 2019 CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection CVPR 2019 ROI Pooled Correlation Filters for Visual Tracking CVPR 2019 Visual Tracking via Adaptive Spatially-Regularized Correlation Filters CVPR 2019 Attentive Feedback Network for Boundary-Aware Salient Object Detection CVPR 2019 Deep Cross-Modal Projection Learning for Image-Text Matching ECCV 2018 Real-time 'Actor-Critic' Tracking ECCV 2018 Structured Siamese Network for Real-Time Visual Tracking ECCV 2018 Salient Object Detection by Lossless Feature Reflection IJCAI 2018 Learning Spatial-Aware Regressions for Visual Tracking CVPR 2018 Deep Mutual Learning CVPR 2018 Detect Globally, Refine Locally: A Novel Approach to Saliency Detection CVPR 2018 Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network CVPR 2018 Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018 A Bi-Directional Message Passing Model for Salient Object Detection CVPR 2018 Learning to Promote Saliency Detectors CVPR 2018 Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR 2018 Correlation Tracking via Joint Discrimination and Reliability Learning CVPR 2018 A Stagewise Refinement Model for Detecting Salient Objects in Images ICCV 2017 Learning Uncertain Convolutional Features for Accurate Saliency Detection ICCV 2017 Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection ICCV 2017 Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017 Stepwise Metric Promotion for Unsupervised Video Person Re-Identification ICCV 2017 STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016 Sample-Specific SVM Learning for Person Re-Identification CVPR 2016 Salient Object Detection via Bootstrap Learning CVPR 2015 Saliency Detection via Cellular Automata CVPR 2015 Deep Networks for Saliency Detection via Local Estimation and Global Search CVPR 2015 Visual Tracking With Fully Convolutional Networks ICCV 2015 Subspace Clustering by Mixture of Gaussian Regression CVPR 2015 Visual Tracking via Probability Continuous Outlier Model CVPR 2014 Saliency Detection via Dense and Sparse Reconstruction ICCV 2013 Least Soft-Threshold Squares Tracking CVPR 2013 Saliency Detection via Graph-Based Manifold Ranking CVPR 2013 Saliency Detection via Absorbing Markov Chain ICCV 2013