Shiwei Zhang

Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction CVPR 2026 HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation CVPR 2026 SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation CVPR 2026 Animate-X: Universal Character Image Animation with Enhanced Motion Representation ICLR 2025 CountSE: Soft Exemplar Open-set Object Counting ICCV 2025 DreamRelation: Relation-Centric Video Customization ICCV 2025 Enhancing Zero-shot Object Counting via Text-guided Local Ranking and Number-evoked Global Attention ICCV 2025 FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing AAAI 2025 FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion ICCV 2025 PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation ICCV 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model CVPR 2025 A Recipe for Scaling up Text-to-Video Generation with Text-free Videos CVPR 2024 Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation CVPR 2024 DreamVideo: Composing Your Dream Videos with Customized Subject and Motion CVPR 2024 EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models NeurIPS 2024 Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation CVPR 2024 InstructVideo: Instructing Video Diffusion Models with Human Feedback CVPR 2024 Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning ICCV 2023 Enlarging Instance-Specific and Class-Specific Information for Open-Set Action Recognition CVPR 2023 FaceComposer: A Unified Model for Versatile Facial Content Creation NeurIPS 2023 LipFormer: High-Fidelity and Generalizable Talking Face Generation With a Pre-Learned Facial Codebook CVPR 2023 MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition CVPR 2023 RLIPv2: Fast Scaling of Relational Language-Image Pre-Training ICCV 2023 Space-time Prompting for Video Class-incremental Learning ICCV 2023 The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition ICLR 2023 VideoComposer: Compositional Video Synthesis with Motion Controllability NeurIPS 2023 G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents ACL 2022 Hybrid Relation Guided Set Matching for Few-Shot Action Recognition CVPR 2022 Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NeurIPS 2022 Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022 Open-World Semantic Segmentation for LIDAR Point Clouds ECCV 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 TAda! Temporally-Adaptive Convolutions for Video Understanding ICLR 2022 TCTrack: Temporal Contexts for Aerial Tracking CVPR 2022 OadTR: Online Action Detection With Transformers ICCV 2021 Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021 Self-Supervised Motion Learning From Static Images CVPR 2021 Support-Set Based Cross-Supervision for Video Grounding ICCV 2021 TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection CVPR 2019