Zheng-Jun Zha

E-MaT:Event-oriented Mamba for Egocentric Point Tracking AAAI 2026 Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025 DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025 HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 MATE: Motion-Augmented Temporal Consistency for Event-based Point Tracking ICCV 2025 HERO: Human Reaction Generation from Videos ICCV 2025 EVDM: Event-based Real-world Video Deblurring with Mamba ICCV 2025 Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025 Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning CVPR 2025 UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts CVPR 2025 GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding CVPR 2025 QMambaBSR: Burst Image Super-Resolution with Query State Space Model CVPR 2025 Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation CVPR 2025 WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025 MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling CVPR 2025 Optimizing Large Language Model Training Using FP4 Quantization ICML 2025 Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning CVPR 2025 Learnable Frequency Decomposition for Image Forgery Detection and Localization IJCAI 2025 BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View IJCAI 2025 Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration IJCAI 2025 Improved Video VAE for Latent Video Diffusion Model CVPR 2025 Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions ICCV 2025 Towards Realistic Data Generation for Real-World Super-Resolution ICLR 2025 FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining ICML 2025 SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025 EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction AAAI 2025 Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024 Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024 CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ICML 2024 DreamClean: Restoring Clean Image Using Deep Diffusion Prior ICLR 2024 Revisiting Single Image Reflection Removal In the Wild CVPR 2024 HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024 Context-aware Difference Distilling for Multi-change Captioning ACL 2024 Motion Aware Event Representation-driven Image Deblurring ECCV 2024 Event-Adapted Video Super-Resolution ECCV 2024 Noise-assisted Prompt Learning for Image Forgery Detection and Localization ECCV 2024 LEMON: Learning 3D Human-Object Interaction Relation from 2D Images CVPR 2024 EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views NIPS 2024 Adaptive Frequency Filters As Efficient Global Token Mixers ICCV 2023 Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning ICCV 2023 Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023 Self-supervised Cross-view Representation Reconstruction for Change Captioning ICCV 2023 Edge-Aware Regional Message Passing Controller for Image Forgery Localization CVPR 2023 Decoupling-and-Aggregating for Image Exposure Correction CVPR 2023 Random Shuffle Transformer for Image Restoration ICML 2023 DreamWaltz: Make a Scene with Complex 3D Animatable Avatars NIPS 2023 Streaming Video Model CVPR 2023 Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning CVPR 2023 Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023 Learning To Dub Movies via Hierarchical Prosody Models CVPR 2023 Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation ICCV 2023 Grounding 3D Object Affordance from 2D Interactions in Images ICCV 2023 Spatial-Aware Token for Weakly Supervised Object Localization ICCV 2023 Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization ICCV 2023 JPEG Artifacts Removal via Contrastive Representation Learning ECCV 2022 Stochastic Window Transformer for Image Restoration NIPS 2022 Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NIPS 2022 Rank Diminishing in Deep Neural Networks NIPS 2022 ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation AAAI 2022 Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022 Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022 Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency AAAI 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022 Weakly Supervised High-Fidelity Clothing Model Generation CVPR 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022 Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading CVPR 2022 Bijective Mapping Network for Shadow Removal CVPR 2022 Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo CVPR 2022 EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching CVPR 2022 Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification CVPR 2022 S2N: Suppression-Strengthen Network for Event-Based Recognition under Variant Illuminations ECCV 2022 Principled Knowledge Extrapolation with GANs ICML 2022 Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network IJCAI 2022 Exploring Fourier Prior for Single Image Rain Removal IJCAI 2022 Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021 Structured Multi-Level Interaction Network for Video Moment Localization via Language Query CVPR 2021 Image De-Raining via Continual Learning CVPR 2021 Low-Rank Subspaces in GANs NIPS 2021 Improving De-Raining Generalization via Neural Reorganization ICCV 2021 Learning Dual Priors for JPEG Compression Artifacts Removal ICCV 2021 Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment ICCV 2021 Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021 Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021 Cross-Patch Graph Convolutional Network for Image Denoising ICCV 2021 Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021 Rain Streak Removal via Dual Graph Convolutional Network AAAI 2021 Uncertainty Principles of Encoding GANs ICML 2021 Understanding Noise Injection in GANs ICML 2021 Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos CVPR 2021 Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021 Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021 Light Field Super-Resolution With Zero-Shot Learning CVPR 2021 Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation IJCAI 2020 Hierarchical Granularity Transfer Learning NIPS 2020 Deep Structure-Revealed Network for Texture Recognition CVPR 2020 Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification CVPR 2020 Learning Semantic-aware Normalization for Generative Adversarial Networks NIPS 2020 CircleNet for Hip Landmark Detection AAAI 2020 Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020 Posterior-Guided Neural Architecture Search AAAI 2020 State-Relabeling Adversarial Active Learning CVPR 2020 JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks IJCAI 2020 Object Relational Graph With Teacher-Recommended Learning for Video Captioning CVPR 2020 Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020 Learning to Discretely Compose Reasoning Module Networks for Video Captioning IJCAI 2020 Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition IJCAI 2020 ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection CVPR 2020 Deep Degradation Prior for Low-Quality Image Classification CVPR 2020 Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020 Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020 Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020 Spatiotemporal Fusion in 3D CNNs: A Probabilistic View CVPR 2020 Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos IJCAI 2020 Structure-Aware Residual Pyramid Network for Monocular Depth Estimation IJCAI 2019 Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition IJCAI 2019 Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation IJCAI 2019 One-Shot Texture Retrieval with Global Context Metric IJCAI 2019 Adaptive Transfer Network for Cross-Domain Person Re-Identification CVPR 2019 Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition CVPR 2019 Context-Reinforced Semantic Segmentation CVPR 2019 Camera Lens Super-Resolution CVPR 2019 Abstract Reasoning with Distracting Features NIPS 2019 A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019 Robust Deep Co-Saliency Detection with Group Semantic AAAI 2019 Exploring the Task Cooperation in Multi-goal Visual Navigation IJCAI 2019 Learning to Assemble Neural Module Tree Networks for Visual Grounding ICCV 2019 Learning Deep Bilinear Transformation for Fine-grained Image Representation NIPS 2019 JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ICCV 2019 Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019 Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ICCV 2019 Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition ICCV 2019 CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018 MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition CVPR 2018 Towards Human-Level License Plate Recognition ECCV 2018 Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016 Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews EMNLP 2012 Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews CONLL 2012 Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews ACL 2011 Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews EMNLP 2011