Jianlong Fu

1. TinyViT: Fast Pretraining Distillation for Small Vision Transformers
   2022/07/21 by Kan Wu, Wu, Kan, Jinnian Zhang +11 · 38 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
2. Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
   2019/12/08 by Songyang Zhang, Zhang, Songyang, Houwen Peng +5 · 28 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
3. Expanding Language-Image Pretrained Models for General Video Recognition
   2022/08/04 by Bolin Ni, Ni, Bolin, Houwen Peng +13 · 36 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning
4. MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
   2022/12/19 by Ludan Ruan, Yiyang Ma, Ruan, Ludan +15 · 30 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music Technology and Sound Studies #Music and Audio Processing
5. CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment
   2022/09/14 by Xue, Hongwei, Yuchong Sun, Bei Liu +10 · 21 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
6. Learning Texture Transformer Network for Image Super-Resolution
   2020/06/07 by Fuzhi Yang, Yang, Fuzhi, Huan Yang +7 · 15 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
7. NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation
   2023/03/22 by Shengming Yin, Yin, Shengming, Chenfei Wu +28 · 19 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Video Coding and Compression Technologies
8. AutoFormer: Searching Transformers for Visual Recognition
   2021/07/01 by Minghao Chen, Chen, Minghao, Houwen Peng +5 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
9. Aggregated Contextual Transformations for High-Resolution Image Inpainting
   2021/04/03 by Yanhong Zeng, Jianlong Fu, Zeng, Yanhong +5 · 9 citations
   Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
    2024/03/19 by Wenjing Wang, Huan Yang, Wang, Wenjing +5 · 15 citations
    Engineering · #Advanced Photonic Communication Systems #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Photonic and Optical Devices
11. Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation
    2023/05/18 by Wenjing Wang, Huan Yang, Wang, Wenjing +11 · 11 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Video Analysis and Summarization
12. Learning Trajectory-Aware Transformer for Video Super-Resolution
    2022/04/08 by Chengxu Liu, Huan Yang, Liu, Chengxu +5 · 8 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
13. LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
    2021/04/29 by Bin Yan, Houwen Peng, Yan, Bin +9 · 6 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 #Video Surveillance and Tracking Methods
14. MiniViT: Compressing Vision Transformers with Weight Multiplexing
    2022/04/14 by Jinnian Zhang, Zhang, Jinnian, Houwen Peng +11 · 5 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection #Advanced Neural Network Applications
15. Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language
    2020/12/04 by Songyang Zhang, Houwen Peng, Zhang, Songyang +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
16. Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation
    2023/03/16 by Yiyang Ma, Ma, Yiyang, Huan Yang +7 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
17. Learning Deep Bilinear Transformation for Fine-grained Image Representation
    2019/11/09 by Heliang Zheng, Jianlong Fu, Zheng, Heliang +5 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #Domain Adaptation and Few-Shot Learning
18. Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
    2021/04/07 by Zhicheng Huang, Huang, Zhicheng, Zhaoyang Zeng +9 · 3 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
19. Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
    2022/10/12 by Yuchong Sun, Sun, Yuchong, Xue, Hongwei +8 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
20. WSOD²: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
    2019/09/11 by Zhaoyang Zeng, Zeng, Zhaoyang, Bei Liu +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
21. Transferring Foundation Models for Generalizable Robotic Manipulation
    2023/06/09 by Jiange Yang, Yang, Jiange, Wenhui Tan +13 · 3 citations
    Engineering · #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Innovations in Concrete and Construction Materials
22. Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training
    2021/06/25 by Hongwei Xue, Xue, Hongwei, Yupan Huang +11 · 2 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
23. PromptFix: You Prompt and We Fix the Photo
    2024/05/27 by Yongsheng Yu, Yu, Yongsheng, Ziyun Zeng +7 · 4 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
24. Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting
    2019/07/29 by Chenfeng Xu, Kai Qiu, Xu, Chenfeng +9 · 3 citations
    Computer Science · Social Sciences · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Mobility and Location-Based Analysis
25. Image Inspired Poetry Generation in XiaoIce
    2018/08/09 by Wen‐Feng Cheng, Chao-Chung Wu, Cheng, Wen-Feng +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
26. Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition
    2019/03/14 by Heliang Zheng, Zheng, Heliang, Jianlong Fu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
27. Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
    2022/08/05 by Zhongwei Qiu, Qiu, Zhongwei, Huan Yang +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
28. SINC: Self-Supervised In-Context Learning for Vision-Language Tasks
    2023/07/15 by Yi-Syuan Chen, Yun-Zhu Song, Chen, Yi-Syuan +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
29. Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning
    2023/06/20 by Huiguo He, He, Huiguo, Tianfu Wang +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
30. Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner
    2017/05/02 by Tseng-Hung Chen, Chen, Tseng-Hung, Yuan-Hong Liao +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications