Jianwei Yang

Simplifying DINO via Coding Rate Regularization ICML 2025 ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025 TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies ICLR 2025 Latent Action Pretraining from Videos ICLR 2025 Matryoshka Multimodal Models ICLR 2025 SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 Magma: A Foundation Model for Multimodal AI Agents CVPR 2025 Structure-Aware Cross-Modal Prompt Tuning for Autonomous Bronchoscopic Navigation MICCAI 2025 Efficient Modulation for Vision Networks ICLR 2024 DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024 Interfacing Foundation Models' Embeddings NIPS 2024 Towards Flexible Visual Relationship Segmentation NIPS 2024 VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024 Visual In-Context Prompting CVPR 2024 LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models ECCV 2024 Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection ECCV 2024 LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents ECCV 2024 Segment and Recognize Anything at Any Granularity ECCV 2024 Pix2Gif: Motion-Guided Diffusion for GIF Generation ECCV 2024 GLIGEN: Open-Set Grounded Text-to-Image Generation CVPR 2023 Generalized Decoding for Pixel, Image, and Language CVPR 2023 Parameter-Efficient Model Adaptation for Vision Transformers AAAI 2023 Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection NIPS 2023 LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following EMNLP 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023 A Simple Framework for Open-Vocabulary Segmentation and Detection ICCV 2023 Segment Everything Everywhere All at Once NIPS 2023 Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023 Focal Modulation Networks NIPS 2022 Grounded Language-Image Pre-Training CVPR 2022 RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022 Unified Contrastive Learning in Image-Text-Label Space CVPR 2022 Efficient Self-supervised Vision Transformers for Representation Learning ICLR 2022 K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022 Focal Attention for Long-Range Interactions in Vision Transformers NIPS 2021 TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment ICCV 2021 Dynamic DETR: End-to-End Object Detection With Dynamic Attention ICCV 2021 Learning To Generate Scene Graph From Natural Language Supervision ICCV 2021 Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding ICCV 2021 VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021 Embodied Amodal Recognition: Learning to Move to Perceive Objects ICCV 2019 Cross-channel Communication Networks NIPS 2019 Neural Baby Talk CVPR 2018 Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition CORL 2018 Graph R-CNN for Scene Graph Generation ECCV 2018 Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS 2017 Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016 Hierarchical Question-Image Co-Attention for Visual Question Answering NIPS 2016