Xiatian Zhu

1. Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
   2021/06/01 by Sixiao Zheng, Jiachen Lu, Hengshuang Zhao +8 · 65 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
2. Multimodal Learning with Transformers: A Survey
   2022/06/13 by Peng Xu, Xiatian Zhu, Xu, Peng +3 · 49 citations
   Computer Science · #Neural Networks and Applications #Rough Sets and Fuzzy Logic #Image Retrieval and Classification Techniques
3. Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering
   2023/11/30 by Yu-Rui Chen, Chen, Yurui, Chun Gu +7 · 25 citations
   Earth and Planetary Sciences · #Remote Sensing and Land Use
4. ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
   2022/06/27 by Junting Pan, Ziyi Lin, Pan, Junting +7 · 18 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
5. Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
   2023/11/27 by Song Tang, Wenxin Su, Tang, Song +5 · 15 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
6. EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
   2022/05/06 by Junting Pan, Pan, Junting, Adrian Bulat +13 · 9 citations
   Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification
7. SOFT: Softmax-free Transformer with Linear Complexity
   2021/10/22 by Jiachen Lu, Jinghan Yao, Lu, Jiachen +15 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
8. Zero-Shot Temporal Action Detection via Vision-Language Prompting
   2022/07/17 by Sauradip Nag, Nag, Sauradip, Xiatian Zhu +5 · 7 citations
   Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
9. Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
   2022/08/24 by Yanbei Chen, Massimiliano Mancini, Chen, Yanbei +5 · 7 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
10. Generative Semantic Segmentation
    2023/03/20 by Jiaqi Chen, Jiachen Lu, Chen, Jiaqi +5 · 6 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
11. HeadSculpt: Crafting 3D Head Avatars with Text
    2023/06/05 by Xiao Han, Han, Xiao, Yukang Cao +12 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
12. Unsupervised Deep Learning by Neighbourhood Discovery
    2019/04/25 by Jiabo Huang, Huang, Jiabo, Qi Dong +5 · 4 citations
    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
13. Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models
    2023/06/15 by Junting Pan, Ziyi Lin, Pan, Junting +13 · 5 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
14. Proxy Denoising for Source-Free Domain Adaptation
    2024/06/03 by Song Tang, Tang, Song, Wenxin Su +8 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
15. FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
    2023/03/04 by Xiao Han, Han, Xiao, Xiatian Zhu +9 · 4 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
16. Learning Ego 3D Representation as Ray Tracing
    2022/06/08 by Jiachen Lu, Lu, Jiachen, Zheyuan Zhou +7 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
17. Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping
    2023/10/19 by Zijie Pan, Pan, Zijie, Jiachen Lu +5 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
18. Improving Gaussian Splatting with Localized Points Management
    2024/06/06 by Yang, Haosen, Chenhao Zhang, Wenqing Wang +10 · 5 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
19. Driving View Synthesis on Free-form Trajectories with Generative Prior
    2024/12/02 by Zeyu Yang, Zijie Pan, Yang, Zeyu +7 · 6 citations
    Engineering · Computer Science · #Human Motion and Animation #Computer Graphics and Visualization Techniques #Autonomous Vehicle Technology and Safety
20. SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
    2022/04/10 by Víctor Escorcia, Ricardo Guerrero, Escorcia, Victor +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG)
21. 4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives
    2024/12/30 by Zeyu Yang, Zijie Pan, Yang, Zeyu +10 · 5 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
22. AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
    2024/06/13 by Swapnil Bhosale, Bhosale, Swapnil, Haosen Yang +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
23. Open Logo Detection Challenge
    2018/07/05 by Hang Su, Xiatian Zhu, Su, Hang +3 · 1 citation
    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
24. Intra-Camera Supervised Person Re-Identification: A New Benchmark
    2019/08/27 by Xiangping Zhu, Zhu, Xiangping, Xiatian Zhu +7 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
25. FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
    2024/11/27 by Haosen Yang, Adrian Bulat, Yang, Haosen +11 · 3 citations
    Engineering · #Advanced Optical Imaging Technologies #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
26. Joint COCO and Mapillary Workshop at ICCV 2019 Keypoint Detection Challenge Track Technical Report: Distribution-Aware Coordinate Representation for Human Pose Estimation
    2020/03/13 by Hanbin Dai, Dai, Hanbin, Liangbo Zhou +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
27. Diffusion Deepfake
    2024/04/02 by Chaitali Bhattacharyya, Hanxiao Wang, Bhattacharyya, Chaitali +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
28. Tetrahedron Splatting for 3D Generation
    2024/06/03 by Chun Gu, Zeyu Yang, Gu, Chun +7 · 2 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Manufacturing Process and Optimization
29. Knowledge Distillation Meets Open-Set Semi-Supervised Learning
    2022/05/13 by Jing Yang, Yang, Jing, Xiatian Zhu +7 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
30. DeepInteraction++: Multi-Modality Interaction for Autonomous Driving
    2024/08/09 by Zeyu Yang, Yang, Zeyu, Nan Song +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
31. FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation
    2024/09/05 by Xi Chen, Chen, Xi, Haosen Yang +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
32. Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders
    2022/10/09 by Haosen Yang, Huang Deng, Yang, Haosen +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
33. Preconditioned Score-based Generative Models
    2023/02/13 by Hengyuan Ma, Xiatian Zhu, Ma, Hengyuan +5 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Generative Adversarial Networks and Image Synthesis
34. 3D Audio-Visual Segmentation
    2024/11/04 by А. В. Соколов, Swapnil Bhosale, Sokolov, Artem +3 · 2 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
35. Unified Source-Free Domain Adaptation
    2024/03/12 by Song Tang, Wenxin Su, Tang, Song +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and Data Classification
36. Foundational Models for 3D Point Clouds: A Survey and Outlook
    2025/01/30 by Vishal Thengane, Thengane, Vishal, Xiatian Zhu +6 · 1 citation
    Environmental Science · Engineering · Earth and Planetary Sciences · #Remote Sensing and LiDAR Applications #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage
37. Robust Low-Light Human Pose Estimation through Illumination-Texture Modulation
    2025/01/14 by Feng Zhang, Ze Li, Zhang, Feng +5 · 1 citation
    Computer Science · #Video Surveillance and Tracking Methods #Hand Gesture Recognition Systems #Advanced Vision and Imaging
38. Sebra: Debiasing Through Self-Guided Bias Ranking
    2025/01/30 by Adarsh Kappiyath, Kappiyath, Adarsh, Chaudhuri, Abhra +9 · 1 citation
    Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Ethics and Social Impacts of AI #Domain Adaptation and Few-Shot Learning
39. LMAD: Integrated End-to-End Vision-Language Model for Explainable Autonomous Driving
    2025/08/17 by Nan Song, Song, Nan, Bozhou Zhang +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare