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Humphrey Shi

  1. Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators
    2023/03/23 by Levon Khachatryan, Andranik Movsisyan, Khachatryan, Levon +10 · 111 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Video Analysis and Summarization
  2. Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models
    2023/03/30 by Eric Zhang, Zhang, Eric, Kai Wang +6 · 62 citations
    Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods
  3. OneFormer: One Transformer to Rule Universal Image Segmentation
    2022/11/10 by Jitesh Jain, Jiachen Li, Jain, Jitesh +9 · 53 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  4. Neighborhood Attention Transformer
    2022/04/14 by Ali Hassani, Hassani, Ali, Steven Walton +7 · 46 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
  5. CCNet: Criss-Cross Attention for Semantic Segmentation
    2018/11/28 by Zilong Huang, Huang, Zilong, Xinggang Wang +11 · 35 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
  6. StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
    2024/03/21 by Roberto Henschel, Levon Khachatryan, Henschel, Roberto +13 · 67 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimedia Communication and Technology #Video Analysis and Summarization #electronic engineering #information engineering
  7. Escaping the Big Data Paradigm with Compact Transformers
    2021/04/12 by Ali Hassani, Steven Walton, Hassani, Ali +9 · 37 citations
    Computer Science · #Advanced Neural Network Applications #Topic Modeling #Multimodal Machine Learning Applications
  8. Versatile Diffusion: Text, Images and Variations All in One Diffusion Model
    2022/11/15 by Xingqian Xu, Xu, Xingqian, Zhangyang Wang +7 · 38 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  9. VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution
    2022/06/09 by Zeyuan Chen, Chen, Zeyuan, Yinbo Chen +12 · 23 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
  10. More Control for Free! Image Synthesis with Semantic Diffusion Guidance
    2021/12/10 by Xihui Liu, Dong Huk Park, Liu, Xihui +15 · 18 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  11. Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
    2023/12/07 by Jiayi Guo, Guo, Jiayi, Xingqian Xu +16 · 1 voice · 12 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CV
  12. Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
    2024/08/28 by Min Shi, Shi, Min, Fuxiao Liu +28 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Robotics (cs.RO)
  13. Towards Layer-wise Image Vectorization
    2022/06/09 by Xu Ma, Ma, Xu, Yuqian Zhou +13 · 17 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
  14. HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
    2023/12/21 by Hayk Manukyan, Manukyan, Hayk, Andranik Sargsyan +9 · 21 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  15. Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
    2023/05/25 by Xingqian Xu, Xu, Xingqian, Jiayi Guo +8 · 16 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  16. Dilated Neighborhood Attention Transformer
    2022/09/29 by Ali Hassani, Humphrey Shi, Hassani, Ali +1 · 13 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Learning Mask-aware CLIP Representations for Zero-Shot Segmentation
    2023/09/30 by Siyu Jiao, Jiao, Siyu, Yunchao Wei +7 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  18. CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
    2024/05/09 by Jiachen Li, Li, Jiachen, Xinyao Wang +15 · 20 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  19. VCoder: Versatile Vision Encoders for Multimodal Large Language Models
    2023/12/21 by Jitesh Jain, Jianwei Yang, Jain, Jitesh +3 · 17 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
    2023/06/29 by Feng Liu, Ryan Ashbaugh, Liu, Feng +37 · 1 voice · 8 citations
    #cs.CV
  21. SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image
    2022/04/02 by Dejia Xu, Yifan Jiang, Xu, Dejia +9 · 9 citations
    Computer Science · Neuroscience · #Image Enhancement Techniques #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
  22. UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution
    2021/03/23 by Xingqian Xu, Zhangyang Wang, Xu, Xingqian +3 · 7 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
  23. Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation
    2024/08/01 by Siyu Jiao, Hongguang Zhu, Jiao, Siyu +9 · 15 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  24. Matting Anything
    2023/06/08 by Jiachen Li, Jitesh Jain, Li, Jiachen +3 · 9 citations
    Computer Science · #Image Enhancement Techniques #Advanced Image Processing Techniques #Image and Signal Denoising Methods
  25. PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor
    2023/03/30 by Vidit Goel, Elia Peruzzo, Goel, Vidit +14 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  26. Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach
    2020/11/27 by Xingqian Xu, Zhifei Zhang, Xu, Xingqian +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Multimodal Machine Learning Applications
  27. Mask Matching Transformer for Few-Shot Segmentation
    2022/12/05 by Siyu Jiao, Gengwei Zhang, Jiao, Siyu +11 · 5 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
  28. AlignSeg: Feature-Aligned Segmentation Networks
    2020/02/24 by Zilong Huang, Yunchao Wei, Huang, Zilong +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  29. The 1st Tiny Object Detection Challenge:Methods and Results
    2020/09/16 by Xuehui Yu, Yu, Xuehui, Zhenjun Han +47 · 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 #Video Surveillance and Tracking Methods
  30. Faster Neighborhood Attention: Reducing the O(n2) Cost of Self Attention at the Threadblock Level
    2024/03/07 by Ali Hassani, Wen-Mei Hwu, Hassani, Ali +3 · 6 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques
  31. Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
    2020/03/18 by Zhonghao Wang, Mo Yu, Wang, Zhonghao +13 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  32. Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else
    2023/10/11 by Hazarapet Tunanyan, Dejia Xu, Tunanyan, Hazarapet +6 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  33. Diffusion for Natural Image Matting
    2023/12/10 by Yihan Hu, Hu, Yihan, Yiheng Lin +9 · 5 citations
    Computer Science · Engineering · #Image Enhancement Techniques #Image and Signal Denoising Methods #Advanced Image Fusion Techniques
  34. VMFormer: End-to-End Video Matting with Transformer
    2022/08/26 by Jiachen Li, Vidit Goel, Li, Jiachen +9 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  35. Learning to Track Instances without Video Annotations
    2021/04/01 by Yang Fu, Sifei Liu, Fu, Yang +9 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
  36. Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels
    2021/03/05 by Yuqian Zhou, Zhou, Yuqian, Hanchao Yu +3 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering
  37. ConvMLP: Hierarchical Convolutional MLPs for Vision
    2021/09/09 by Jiachen Li, Li, Jiachen, Ali Hassani +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
  38. Zero-shot Generative Model Adaptation via Image-specific Prompt Learning
    2023/04/06 by Jiayi Guo, Guo, Jiayi, Chaofei Wang +15 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
  39. Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand
    2022/08/05 by Jitesh Jain, Jain, Jitesh, Yuqian Zhou +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  40. SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
    2026/03/19 by Edward Lin, Sahil Modi, Siva Kumar Sastry Hari +30 · 1 voice · 2 citations
    Computer Science · #cs.LG #cs.AI
  41. AdaFocusV3: On Unified Spatial-temporal Dynamic Video Recognition
    2022/09/27 by Yulin Wang, Yue Yang, Wang, Yulin +14 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  42. Graph Transformer GANs for Graph-Constrained House Generation
    2023/03/14 by Hao Tang, Tang, Hao, Zhenyu Zhang +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media and Visual Art #FOS: Computer and information sciences
  43. Image Completion with Heterogeneously Filtered Spectral Hints
    2022/11/07 by Xingqian Xu, Xu, Xingqian, Shant Navasardyan +9 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
  44. Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
    2024/12/12 by Jitesh Jain, Zhengyuan Yang, Jain, Jitesh +7 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Semantic Web and Ontologies #Video Analysis and Summarization
  45. Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation
    2020/06/28 by Hanchao Yu, Yu, Hanchao, Chen, Xiao +8 · 3 citations
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  46. Deep Learning for 3D Point Cloud Understanding: A Survey
    2020/09/18 by Haoming Lu, Lu, Haoming, Humphrey Shi +1 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
  47. Learning Trimaps via Clicks for Image Matting
    2024/03/30 by Chenyi Zhang, Yihan Hu, Zhang, Chenyi +9 · 2 citations
    Computer Science · #Image Enhancement Techniques #Visual Attention and Saliency Detection
  48. Adaptive Consistency Regularization for Semi-Supervised Transfer Learning
    2021/03/03 by Abulikemu Abuduweili, Abuduweili, Abulikemu, Xingjian Li +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  49. MSN: Efficient Online Mask Selection Network for Video Instance Segmentation
    2021/06/19 by Vidit Goel, Goel, Vidit, Jiachen Li +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  50. SOLAR: AI-Powered Speed-of-Light Performance Analysis
    2026/06/24 by Qijing Huang, Sana Damani, Zhifan Ye +9 · 1 voice
    Computer Science · #cs.LG #cs.AI #cs.AR #cs.MA #cs.PF
  51. Efficient Image Generation with Variadic Attention Heads
    2022/11/10 by Steven Walton, Ali Hassani, Walton, Steven +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  52. Automatic High Resolution Wire Segmentation and Removal
    2023/04/01 by Mang Tik Chiu, Xuaner Zhang, Chiu, Mang Tik +17 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis
  53. High-Resolution Deep Image Matting
    2020/09/14 by Haichao Yu, Yu, Haichao, Ning Xu +7 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
  54. Video Instance Matting
    2023/11/07 by Jiachen Li, Roberto Henschel, Li, Jiachen +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  55. Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait
    2025/05/07 by Feng Liu, Liu, Feng, Nicholas Chimitt +34 · 6 citations
    Engineering · Computer Science · #Gait Recognition and Analysis #Face recognition and analysis #Video Surveillance and Tracking Methods
  56. RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism
    2025/04/09 by Elia Peruzzo, Peruzzo, Elia, Dejia Xu +7 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications