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Chen, Liang-Chieh

  1. An Image is Worth 32 Tokens for Reconstruction and Generation
    2024/06/11 by Qihang Yu, Yu, Qihang, Mark Weber +9 · 3 voices · 58 citations
    Computer Science · Engineering · #Anatomy and Medical Technology #cs.CV
  2. Rethinking Atrous Convolution for Semantic Image Segmentation
    2017/06/17 by Liang-Chieh Chen, Chen, Liang-Chieh, George Papandreou +5 · 282 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 #Image Retrieval and Classification Techniques
  3. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
    2018/02/07 by Chen, Liang-Chieh, Zhu, Yukun, Papandreou, George +2 · 212 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
    2016/06/02 by Chen, Liang-Chieh, Papandreou, George, Kokkinos, Iasonas +2 · 157 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Searching for MobileNetV3
    2019/05/06 by Howard, Andrew, Sandler, Mark, Chu, Grace +9 · 168 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. 1.58-bit FLUX
    2024/12/24 by Chenglin Yang, Yang, Chenglin, Celong Liu +11 · 4 voices · 11 citations
    #cs.CV #cs.AI #cs.LG
  7. Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
    2014/12/22 by Chen, Liang-Chieh, Papandreou, George, Kokkinos, Iasonas +2 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  8. Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
    2018/09/11 by Liang-Chieh Chen, Chen, Liang-Chieh, Maxwell D. Collins +13 · 46 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  9. Randomized Autoregressive Visual Generation
    2024/11/01 by Yu, Qihang, He, Ju, Deng, Xueqing +2 · 35 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
    2015/02/09 by George Papandreou, Liang-Chieh Chen, Papandreou, George +5 · 13 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
  11. Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
    2023/08/04 by Qihang Yu, Ju He, Yu, Qihang +7 · 19 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  12. Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
    2019/11/22 by Bowen Cheng, Maxwell D. Collins, Cheng, Bowen +11 · 10 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 #Video Surveillance and Tracking Methods
  13. MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers
    2020/12/01 by Huiyu Wang, Wang, Huiyu, Yukun Zhu +7 · 9 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
  14. MaskBit: Embedding-free Image Generation via Bit Tokens
    2024/09/24 by Mark Weber, Lijun Yu, Weber, Mark +11 · 18 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
  15. Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation
    2020/03/17 by Huiyu Wang, Wang, Huiyu, Yukun Zhu +9 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  16. DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
    2020/06/03 by Siyuan Qiao, Qiao, Siyuan, Liang-Chieh Chen +3 · 11 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
  17. ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation
    2020/12/09 by Siyuan Qiao, Yukun Zhu, Qiao, Siyuan +7 · 6 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
  18. Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
    2025/02/27 by Ren, Sucheng, Yu, Qihang, He, Ju +3 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Waymo Open Dataset: Panoramic Video Panoptic Segmentation
    2022/06/15 by Mei, Jieru, Zhu, Alex Zihao, Yan, Xinchen +6 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
    2024/12/19 by Ren, Sucheng, Yu, Qihang, He, Ju +3 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
    2019/01/10 by Liu, Chenxi, Chen, Liang-Chieh, Schroff, Florian +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. ViTamin: Designing Scalable Vision Models in the Vision-Language Era
    2024/04/02 by J. L. Chen, Chen, Jieneng, Qihang Yu +7 · 10 citations
    Engineering · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Robotics and Automated Systems
  23. Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers
    2025/05/20 by Sucheng Ren, Qihang Yu, Ren, Sucheng +8 · 1 voice · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #cs.CV
  24. Attention to Scale: Scale-aware Semantic Image Segmentation
    2015/11/10 by Liang-Chieh Chen, Chen, Liang-Chieh, Yi Yang +7 · 4 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 #Multimodal Machine Learning Applications
  25. Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens
    2025/01/13 by Kim, Dongwon, He, Ju, Yu, Qihang +4 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. STEP: Segmenting and Tracking Every Pixel
    2021/02/23 by Mark Weber, Jun Xie, Weber, Mark +23 · 4 citations
    Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  27. View-Invariant Probabilistic Embedding for Human Pose
    2019/12/02 by Jennifer J. Sun, Jiaping Zhao, Sun, Jennifer J. +9 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  28. Superpixel Transformers for Efficient Semantic Segmentation
    2023/09/28 by Zhu, Alex Zihao, Mei, Jieru, Qiao, Siyuan +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. kMaX-DeepLab: k-means Mask Transformer
    2022/07/08 by Qihang Yu, Yu, Qihang, Huiyu Wang +12 · 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 #Multimodal Machine Learning Applications
  30. PersonLab: Person Pose Estimation and Instance Segmentation with a\n Bottom-Up, Part-Based, Geometric Embedding Model
    2018/03/22 by George Papandreou, Tyler Zhu, Papandreou, George +9 · 2 citations
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications
  31. SPFormer: Enhancing Vision Transformer with Superpixel Representation
    2024/01/05 by Jieru Mei, Liang-Chieh Chen, Mei, Jieru +5 · 3 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Medical Image Segmentation Techniques #Image and Signal Denoising Methods
  32. FlowTok: Flowing Seamlessly Across Text and Image Tokens
    2025/03/13 by He, Ju, Yu, Qihang, Liu, Qihao +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. TubeFormer-DeepLab: Video Mask Transformer
    2022/05/30 by Kim, Dahun, Xie, Jun, Wang, Huiyu +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models
    2022/10/04 by Yang, Chenglin, Qiao, Siyuan, Yu, Qihang +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
    2023/04/10 by Inkyu Shin, Shin, Inkyu, Dahun Kim +15 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  36. Learning Deep Structured Models
    2014/07/09 by Chen, Liang-Chieh, Schwing, Alexander G., Yuille, Alan L. +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net
    2015/11/21 by Xia, Fangting, Wang, Peng, Chen, Liang-Chieh +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
    2023/06/02 by Gu, Xiuye, Cui, Yin, Huang, Jonathan +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. PolyMaX: General Dense Prediction with Mask Transformer
    2023/11/09 by Yang, Xuan, Yuan, Liangzhe, Wilber, Kimberly +8 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation
    2024/12/12 by Athar, Ali, Deng, Xueqing, Chen, Liang-Chieh · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. DeeperLab: Single-Shot Image Parser
    2019/02/13 by Yang, Tien-Ju, Collins, Maxwell D., Zhu, Yukun +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
    2024/06/13 by Qihao Liu, Liu, Qihao, Zhanpeng Zeng +9 · 2 citations
    Computer Science · Engineering · #Optical measurement and interference techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
  43. Scaling Wide Residual Networks for Panoptic Segmentation
    2020/11/23 by Liang-Chieh Chen, Chen, Liang-Chieh, Huiyu Wang +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  44. ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
    2023/06/29 by Shuyang Sun, Sun, Shuyang, Weijun Wang +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  45. COCONut: Modernizing COCO Segmentation
    2024/04/12 by Deng, Xueqing, Yu, Qihang, Wang, Peng +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
    2025/02/04 by Deng, Xueqing, Yu, Qihang, Athar, Ali +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. ReVision: Refining Video Diffusion with Explicit 3D Motion Modeling
    2025/04/30 by Qihao Liu, Ju He, Liu, Qihao +7 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation