Chih-Yao Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Visual Representation

Image Generation

Object Detection

Supervised Learning

Top Venues

Publications

Chieh Hubert Lin, Changil Kim, Jia-Bin Huang, Qinbo Li, Chih-Yao Ma, Johannes Kopf, Ming-Hsuan Yang, Hung-Yu Tseng
Taming Latent Diffusion Model for Neural Radiance Field Inpainting. CoRR (2024)
Sangwoo Mo, Jong-Chyi Su, Chih-Yao Ma, Mido Assran, Ishan Misra, Licheng Yu, Sean Bell
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data. CoRR (2023)
Sangwoo Mo, Jong-Chyi Su, Chih-Yao Ma, Mido Assran, Ishan Misra, Licheng Yu, Sean Bell
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data. ICLR (2023)
Chia-Wen Kuo, Chih-Yao Ma, Judy Hoffman, Zsolt Kira
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation. WACV (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-Tuning. CVPR (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-tuning. CoRR (2023)
Jessica Zhao, Sayan Ghosh, Akash Bharadwaj, Chih-Yao Ma
When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA. CoRR (2023)
Jonas Schult, Sam S. Tsai, Lukas Höllein, Bichen Wu, Jialiang Wang, Chih-Yao Ma, Kunpeng Li, Xiaofang Wang, Felix Wimbauer, Zijian He, Peizhao Zhang, Bastian Leibe, Peter Vajda, Ji Hou
ControlRoom3D: Room Generation using Semantic Proxy Rooms. CoRR (2023)
Xiaoliang Dai, Ji Hou, Chih-Yao Ma, Sam S. Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yi Wen, Yiwen Song, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack. CoRR (2023)
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
Open-Set Semi-Supervised Object Detection. ECCV (30) (2022)
Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Kan Chen, Bichen Wu, Zijian He, Kris Kitani, Peter Vajda
Cross-Domain Adaptive Teacher for Object Detection. CVPR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira
Open-Set Semi-Supervised Object Detection. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Zsolt Kira
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Zsolt Kira
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors. CVPR (2022)
Chia-Wen Kuo, Chih-Yao Ma, Judy Hoffman, Zsolt Kira
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation. CoRR (2022)
Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks. NeurIPS (2022)
Muhammad Zubair Irshad, Chih-Yao Ma, Zsolt Kira
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation. ICRA (2021)
Muhammad Zubair Irshad, Chih-Yao Ma, Zsolt Kira
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation. CoRR (2021)
Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda
Unbiased Teacher for Semi-Supervised Object Detection. CoRR (2021)
Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda
Unbiased Teacher for Semi-Supervised Object Detection. ICLR (2021)
Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Kan Chen, Bichen Wu, Zijian He, Kris Kitani, Peter Vajda
Cross-Domain Object Detection via Adaptive Self-Training. CoRR (2021)
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning. CoRR (2020)
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira
FeatMatch: Feature-Based Augmentation for Semi-supervised Learning. ECCV (18) (2020)
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
Who2com: Collaborative Perception via Learnable Handshake Communication. CoRR (2020)
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira
Who2com: Collaborative Perception via Learnable Handshake Communication. ICRA (2020)
Nathan Somavarapu, Chih-Yao Ma, Zsolt Kira
Frustratingly Simple Domain Generalization via Image Stylization. CoRR (2020)
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira
Learning to Generate Grounded Visual Captions Without Localization Supervision. ECCV (18) (2020)
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira
The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation. CoRR (2019)
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira
Learning to Generate Grounded Image Captions without Localization Supervision. CoRR (2019)
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. CoRR (2019)
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira
Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification. CoRR (2019)
Chih-Yao Ma, Min-Hung Chen, Zsolt Kira, Ghassan AlRegib
TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition. Signal Process. Image Commun. 71 (2019)
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. ICLR (Poster) (2019)
Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis
AdaFrame: Adaptive Frame Selection for Fast Video Recognition. CVPR (2019)
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira
The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation. CVPR (2019)
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf
Attend and Interact: Higher-Order Object Interactions for Video Understanding. CVPR (2018)
Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis
AdaFrame: Adaptive Frame Selection for Fast Video Recognition. CoRR (2018)
Chih-Yao Ma, Min-Hung Chen, Zsolt Kira, Ghassan AlRegib
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition. CoRR (2017)
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf
Attend and Interact: Higher-Order Object Interactions for Video Understanding. CoRR (2017)
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf
Grounded Objects and Interactions for Video Captioning. CoRR (2017)