Mike Zheng Shou

OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization AAAI 2026 InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback EMNLP 2025 SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost CVPR 2025 ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025 ROICtrl: Boosting Instance Control for Visual Generation CVPR 2025 MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation CVPR 2025 IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation CVPR 2025 DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models CVPR 2025 VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025 MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation ICLR 2025 WMAdapter: Adding WaterMark Control to Latent Diffusion Models ICML 2025 Impossible Videos ICML 2025 Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach ICLR 2025 Grounding Multimodal Large Language Model in GUI World ICLR 2025 Show-o: One Single Transformer to Unify Multimodal Understanding and Generation ICLR 2025 Image Watermarks are Removable using Controllable Regeneration from Clean Noise ICLR 2025 Factorized Learning for Temporally Grounded Video-Language Models ICCV 2025 VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting AAAI 2025 Balanced Image Stylization with Style Matching Score ICCV 2025 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025 ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning CVPR 2025 DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 DiffSim: Taming Diffusion Models for Evaluating Visual Similarity ICCV 2025 LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer ICCV 2025 Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images ECCV 2024 One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos NIPS 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NIPS 2024 Visual Perception by Large Language Model’s Weights NIPS 2024 Can Simple Averaging Defeat Modern Watermarks? NIPS 2024 VideoGUI: A Benchmark for GUI Automation from Instructional Videos NIPS 2024 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024 VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NIPS 2024 LOVA3: Learning to Visual Question Answering, Asking and Assessment NIPS 2024 EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models NIPS 2024 Skinned Motion Retargeting with Dense Geometric Interaction Perception NIPS 2024 Exocentric-to-Egocentric Video Generation NIPS 2024 VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024 L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream CVPR 2024 Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis CVPR 2024 Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024 X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model CVPR 2024 VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence CVPR 2024 Tune-An-Ellipse: CLIP Has Potential to Find What You Want CVPR 2024 Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024 MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model CVPR 2024 ViT-Lens: Towards Omni-modal Representations CVPR 2024 AssistGUI: Task-Oriented PC Graphical User Interface Automation CVPR 2024 DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing CVPR 2024 Drag Anything: Motion Control for Anything using Entity Representation ECCV 2024 GENIXER: Empowering Multimodal Large Language Models as a Powerful Data Generator ECCV 2024 Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification ECCV 2024 Parrot Captions Teach CLIP to Spot Text ECCV 2024 Learning Video Context as Interleaved Multimodal Sequences ECCV 2024 MotionDirector: Motion Customization of Text-to-Video Diffusion Models ECCV 2024 SparseFormer: Sparse Visual Recognition via Limited Latent Tokens ICLR 2024 Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024 Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces IJCAI 2024 CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding ACL 2023 Darwinian Model Upgrades: Model Evolving with Selective Compatibility AAAI 2023 PV3D: A 3D Generative Model for Portrait Video Generation ICLR 2023 XAGen: 3D Expressive Human Avatars Generation NIPS 2023 Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023 Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023 Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models NIPS 2023 Object-centric Learning with Cyclic Walks between Parts and Whole NIPS 2023 Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023 Learning Visual Prior via Generative Pre-Training NIPS 2023 DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models NIPS 2023 All in One: Exploring Unified Video-Language Pre-Training CVPR 2023 Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 Affordance Grounding From Demonstration Video To Target Image CVPR 2023 DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models ICCV 2023 Too Large; Data Reduction for Vision-Language Pre-Training ICCV 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023 Unsupervised Open-Vocabulary Object Localization in Videos ICCV 2023 Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ICCV 2023 Revisiting Vision Transformer from the View of Path Ensemble ICCV 2023 Learning to Learn: How to Continuously Teach Humans and Machines ICCV 2023 UniVTG: Towards Unified Video-Language Temporal Grounding ICCV 2023 EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone ICCV 2023 BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion ICCV 2023 HOSNeRF: Dynamic Human-Object-Scene Neural Radiance Fields from a Single Video ICCV 2023 Label-Efficient Online Continual Object Detection in Streaming Video ICCV 2023 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023 MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering CVPR 2023 "GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval" ECCV 2022 Egocentric Video-Language Pretraining NIPS 2022 AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant EMNLP 2022 Unified Transformer Tracker for Object Tracking CVPR 2022 Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022 DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes NIPS 2022 Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022 MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning ECCV 2022 AssistQ: Affordance-Centric Question-Driven Task Completion for Egocentric Assistant ECCV 2022 Channel Augmented Joint Learning for Visible-Infrared Recognition ICCV 2021 On Pursuit of Designing Multi-modal Transformer for Video Grounding EMNLP 2021 Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization CVPR 2021 Generic Event Boundary Detection: A Benchmark for Event Segmentation ICCV 2021 Searching for Two-Stream Models in Multivariate Space for Video Recognition ICCV 2021