Wang, Junke

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 · 102 citations
   Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
2. ObjectFormer for Image Manipulation Detection and Localization
   2022/03/28 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 13 citations
   Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Generative Adversarial Networks and Image Synthesis
3. OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
   2024/06/13 by Junke Wang, Wang, Junke, Yi Jiang +8 · 21 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
4. M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
   2021/04/20 by Wang, Junke, Wu, Zuxuan, Ouyang, Wenhao +4 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL
   2025/04/15 by Wang, Junke, Tian, Zhi, Wang, Xun +4 · 32 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning
   2023/11/13 by Wang, Junke, Meng, Lingchen, Weng, Zejia +3 · 12 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
   2022/09/15 by Junke Wang, Dongdong Chen, Wang, Junke +17 · 7 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
8. Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition
   2020/10/20 by Yuqian Fu, Fu, Yuqian, Li Zhang +7 · 5 citations
   Computer Science · Medicine · #Human Pose and Action Recognition #Diabetic Foot Ulcer Assessment and Management #Anomaly Detection Techniques and Applications
9. Efficient Video Transformers with Spatial-Temporal Token Selection
   2021/11/23 by Junke Wang, Wang, Junke, Xitong Yang +8 · 5 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
10. ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System
    2023/04/27 by Wang, Junke, Chen, Dongdong, Luo, Chong +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. OmniVid: A Generative Framework for Universal Video Understanding
    2024/03/26 by Junke Wang, Wang, Junke, Dongdong Chen +11 · 5 citations
    Computer Science · Social Sciences · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimedia Communication and Technology
12. Look Before You Match: Instance Understanding Matters in Video Object Segmentation
    2022/12/13 by Junke Wang, Wang, Junke, Dongdong Chen +17 · 3 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
13. OmniTracker: Unifying Object Tracking by Tracking-with-Detection
    2023/03/21 by Junke Wang, Wang, Junke, Zuxuan Wu +11 · 3 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. Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection
    2022/12/12 by Wang, Junke, Li, Zhenxin, Zhang, Chao +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. MouSi: Poly-Visual-Expert Vision-Language Models
    2024/01/30 by Xiaoran Fan, Fan, Xiaoran, Tao Ji +45 · 3 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. Pix2Cap-COCO: Advancing Visual Comprehension via Pixel-Level Captioning
    2025/01/23 by Zuyao You, Junke Wang, You, Zuyao +6 · 2 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
17. Rethinking Discrete Tokens: Treating Them as Conditions for Continuous Autoregressive Image Synthesis
    2025/07/02 by Zheng, Peng, Wang, Junke, Chang, Yi +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences