Liang-Chieh Chen
- An Image is Worth 32 Tokens for Reconstruction and Generation
2024/06/11 by Qihang Yu, Mark Weber, Yu, Qihang +9 · 3 voices · 65 citations
Computer Science · Engineering · #Anatomy and Medical Technology #cs.CV
- Rethinking Atrous Convolution for Semantic Image Segmentation
2017/06/17 by Liang-Chieh Chen, Chen, Liang-Chieh, George Papandreou +5 · 347 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
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
2017/04/27 by Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos +3 · 219 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- 1.58-bit FLUX
2024/12/24 by Chenglin Yang, Cheng Yang, Yang, Chenglin +13 · 4 voices · 12 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices #cs.AI #cs.CV #cs.LG
- Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
2018/09/11 by Liang-Chieh Chen, Chen, Liang-Chieh, Maxwell D. Collins +13 · 51 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
2015/02/09 by George Papandreou, Liang-Chieh Chen, Papandreou, George +5 · 28 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
- Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
2023/08/04 by Qihang Yu, Yu, Qihang, Ju He +7 · 23 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- 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 · 13 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
- MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers
2020/12/01 by Huiyu Wang, Yukun Zhu, Wang, Huiyu +7 · 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
- DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
2020/06/03 by Siyuan Qiao, Qiao, Siyuan, Liang-Chieh Chen +3 · 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 #Visual Attention and Saliency Detection
- MaskBit: Embedding-free Image Generation via Bit Tokens
2024/09/24 by Mark Weber, Lijun Yu, Weber, Mark +11 · 22 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
- ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation
2020/12/09 by Siyuan Qiao, Yukun Zhu, Qiao, Siyuan +7 · 8 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
- Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation
2020/03/17 by Huiyu Wang, Yukun Zhu, Wang, Huiyu +9 · 12 citations
Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
- 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
- Attention to Scale: Scale-aware Semantic Image Segmentation
2015/11/10 by Liang-Chieh Chen, Yi Yang, Chen, Liang-Chieh +7 · 6 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
- kMaX-DeepLab: k-means Mask Transformer
2022/07/08 by Qihang Yu, Huiyu Wang, Yu, Qihang +12 · 5 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
- Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers
2025/05/20 by Sucheng Ren, Ren, Sucheng, Qihang Yu +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
- STEP: Segmenting and Tracking Every Pixel
2021/02/23 by Mark Weber, Weber, Mark, Jun Xie +23 · 4 citations
Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
- View-Invariant Probabilistic Embedding for Human Pose
2019/12/02 by Jennifer J. Sun, Sun, Jennifer J., Jiaping Zhao +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
- PersonLab: Person Pose Estimation and Instance Segmentation with a\n Bottom-Up, Part-Based, Geometric Embedding Model
2018/03/22 by George Papandreou, Papandreou, George, Tyler Zhu +9 · 2 citations
Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications
- COCONut: Modernizing COCO Segmentation
2024/04/12 by Xueqing Deng, Qihang Yu, Deng, Xueqing +7 · 1 voice · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Learning Deep Structured Models
2014/07/09 by Liang-Chieh Chen, Alexander G. Schwing, Chen, Liang-Chieh +5 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- SPFormer: Enhancing Vision Transformer with Superpixel Representation
2024/01/05 by Jieru Mei, Mei, Jieru, Liang-Chieh Chen +5 · 3 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Medical Image Segmentation Techniques #Image and Signal Denoising Methods
- Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
2023/04/10 by Inkyu Shin, Dahun Kim, Shin, Inkyu +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
- Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net
2015/11/21 by Fangting Xia, Peng Wang, Xia, Fangting +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #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
- Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
2024/06/13 by Qihao Liu, Zhanpeng Zeng, Liu, Qihao +9 · 3 citations
Computer Science · Engineering · #Optical measurement and interference techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
- Scaling Wide Residual Networks for Panoptic Segmentation
2020/11/23 by Liang-Chieh Chen, Chen, Liang-Chieh, Huiyu Wang +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- 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
- ReVision: Refining Video Diffusion with Explicit 3D Motion Modeling
2025/04/30 by Qihao Liu, Liu, Qihao, Ju He +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