Junke Wang

1. Perception Encoder: The best visual embeddings are not at the output of the network
   2025/04/17 by Daniel Bolya, Bolya, Daniel, Po-Yao Huang +35 · 2 voices · 125 citations
   Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
2. OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
   2024/06/13 by Junke Wang, Yi Jiang, Wang, Junke +8 · 38 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
3. ObjectFormer for Image Manipulation Detection and Localization
   2022/03/28 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 19 citations
   Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Generative Adversarial Networks and Image Synthesis
4. To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning
   2023/11/13 by Junke Wang, Wang, Junke, Lingchen Meng +9 · 27 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
   2021/04/20 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 14 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
6. OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
   2022/09/15 by Junke Wang, Dongdong Chen, Wang, Junke +17 · 15 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL
   2025/04/15 by Junke Wang, Zhigang Tian, Wang, Junke +11 · 54 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
8. Efficient Video Transformers with Spatial-Temporal Token Selection
   2021/11/23 by Junke Wang, Xitong Yang, Wang, Junke +8 · 10 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
9. Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition
   2020/10/20 by Yuqian Fu, Li Zhang, Fu, Yuqian +7 · 8 citations
   Computer Science · Medicine · #Human Pose and Action Recognition #Diabetic Foot Ulcer Assessment and Management #Anomaly Detection Techniques and Applications
10. Improved charge extraction in inverted perovskite solar cells with dual-site-binding ligands
    2024/04/11 by Hao Chen, Cheng Liu, Jian Xu +22 · 12 citations
    Engineering · Materials Science · #Chalcogenide Semiconductor Thin Films #Conducting polymers and applications #Perovskite Materials and Applications
11. ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System
    2023/04/27 by Junke Wang, Wang, Junke, Dongdong Chen +11 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
12. OmniVid: A Generative Framework for Universal Video Understanding
    2024/03/26 by Junke Wang, Dongdong Chen, Wang, Junke +11 · 8 citations
    Computer Science · Social Sciences · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimedia Communication and Technology
13. OmniTracker: Unifying Object Tracking by Tracking-with-Detection
    2023/03/21 by Junke Wang, Zuxuan Wu, Wang, Junke +11 · 6 citations
    Computer Science · Environmental Science · Social Sciences · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
14. Look Before You Match: Instance Understanding Matters in Video Object Segmentation
    2022/12/13 by Junke Wang, Dongdong Chen, Wang, Junke +17 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
15. MouSi: Poly-Visual-Expert Vision-Language Models
    2024/01/30 by Xiaoran Fan, Tao Ji, Fan, Xiaoran +45 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
16. Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection
    2022/12/12 by Junke Wang, Zhenxin Li, Wang, Junke +11 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
17. Pix2Cap-COCO: Advancing Visual Comprehension via Pixel-Level Captioning
    2025/01/23 by Zuyao You, You, Zuyao, Junke Wang +6 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
18. CLDN18.2 BiTE Engages Effector and Regulatory T Cells for Antitumor Immune Response in Preclinical Models of Pancreatic Cancer
    2023/07/26 by Yao Xu, Juan Fu, MacKenzie Henderson +22 · 1 voice · 1 citation
    Medicine · #CAR-T cell therapy research #Cancer Immunotherapy and Biomarkers #Monoclonal and Polyclonal Antibodies Research