← Authors

Jianwei Yang

52 papers · 2016–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (76) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (29) πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ† Keyword Champion (5) πŸ† Grand Slam ⚑ Prolific Year (7) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (188) πŸ’Ž Century Club (52) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer

Conferences

CVPR (14) NIPS (13) ICCV (7) ECCV (6) ICLR (5) EMNLP (2) ICML (2) AAAI (1) CORL (1) MICCAI (1)

Top co-authors

Jianfeng Gao (29) Chunyuan Li (19) Lu Yuan (12) Xiyang Dai (12) Pengchuan Zhang (11) Lei Zhang (10) Feng Li (8) Xueyan Zou (8) Devi Parikh (8) Hao Zhang (8)

Keywords

object detection (13) vision-language model (10) transfer learning (9) multimodal learning (8) convolutional neural network (5) semantic segmentation (5) few-shot learning (5) image segmentation (5) open-vocabulary segmentation (5) zero-shot learning (5) contrastive learning (5) vision transformer (5) image classification (4) representation learning (3) multi-modal learning (3) visual question answering (3) multimodal large language model (3) visual representation (2) visual grounding (2) knowledge distillation (2)

Papers

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