Liu, Yen-Cheng
- Movie Gen: A Cast of Media Foundation Models
2024/10/17 by Adam Polyak, Amit Zohar, Polyak, Adam +164 · 144 citations
Economics, Econometrics and Finance · #Cinema and Media Studies
- A Closer Look at Few-shot Classification
2019/04/08 by Wei-Yu Chen, Yen‐Cheng Liu, Chen, Wei-Yu +7 · 45 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- When2com: Multi-Agent Perception via Communication Graph Grouping
2020/05/30 by Yen‐Cheng Liu, Liu, Yen-Cheng, Junjiao Tian +5 · 29 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Visual Attention and Saliency Detection
- Who2com: Collaborative Perception via Learnable Handshake Communication
2020/03/21 by Yen‐Cheng Liu, Liu, Yen-Cheng, Junjiao Tian +9 · 19 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Unbiased Teacher for Semi-Supervised Object Detection
2021/02/18 by Yen‐Cheng Liu, Liu, Yen-Cheng, Chih‐Yao Ma +15 · 18 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines
2018/10/30 by Hsu, Yen-Chang, Liu, Yen-Cheng, Ramasamy, Anita +1 · 13 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Unified Feature Disentangler for Multi-Domain Image Translation and\n Manipulation
2018/09/05 by Alexander H. Liu, Liu, Alexander H., Yen‐Cheng Liu +5 · 21 citations
Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- Cross-Domain Adaptive Teacher for Object Detection
2021/11/25 by Li, Yu-Jhe, Dai, Xiaoliang, Ma, Chih-Yao +6 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
2022/10/07 by Yen‐Cheng Liu, Chih‐Yao Ma, Liu, Yen-Cheng +7 · 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 #Topic Modeling
- LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity
2024/12/13 by Hongjie Wang, Chih‐Yao Ma, Wang, Hongjie +23 · 14 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #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 Communication and Technology #Music and Audio Processing #Video Analysis and Summarization #electronic engineering #information engineering
- Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors
2022/06/19 by Yen‐Cheng Liu, Liu, Yen-Cheng, Chih‐Yao Ma +3 · 4 citations
Computer Science · Engineering · #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) #Remote-Sensing Image Classification
- Posterior Re-calibration for Imbalanced Datasets
2020/10/22 by Junjiao Tian, Yen‐Cheng Liu, Tian, Junjiao +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Fast Trainable Projection for Robust Fine-Tuning
2023/10/29 by Junjiao Tian, Tian, Junjiao, Yen‐Cheng Liu +4 · 5 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
- Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation
2023/04/21 by Harsh Maheshwari, Yen‐Cheng Liu, Maheshwari, Harsh +3 · 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Open-Set Semi-Supervised Object Detection
2022/08/29 by Liu, Yen-Cheng, Ma, Chih-Yao, Dai, Xiaoliang +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
2025/04/24 by Xu Ma, Ma, Xu, Peize Sun +47 · 7 citations
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