Chih-Yao Ma

According to our database, Chih-Yao Ma authored at least 26 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

ControlRoom3D: Room Generation using Semantic Proxy Rooms.

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

CoRR, 2023

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack.

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

CoRR, 2023

When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA.

Jessica Zhao, Sayan Ghosh, Akash Bharadwaj, Chih-Yao Ma

CoRR, 2023

Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation.

Chia-Wen Kuo, Chih-Yao Ma, Judy Hoffman, Zsolt Kira

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data.

Sangwoo Mo, Jong-Chyi Su, Chih-Yao Ma, Mido Assran, Ishan Misra, Licheng Yu, Sean Bell

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Trainable Projected Gradient Method for Robust Fine-Tuning.

Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks.

Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Open-Set Semi-Supervised Object Detection.

Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira

Proceedings of the Computer Vision - ECCV 2022, 2022

Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors.

Yen-Cheng Liu, Chih-Yao Ma, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Cross-Domain Adaptive Teacher for Object Detection.

Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Kan Chen, Bichen Wu, Zijian He, Kris Kitani, Peter Vajda

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Cross-Domain Object Detection via Adaptive Self-Training.

Yu-Jhe Li, Xiaoliang Dai, Chih-Yao Ma, Yen-Cheng Liu, Kan Chen, Bichen Wu, Zijian He, Kris Kitani, Peter Vajda

CoRR, 2021

Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation.

Muhammad Zubair Irshad, Chih-Yao Ma, Zsolt Kira

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Unbiased Teacher for Semi-Supervised Object Detection.

Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Toward Grounded Spatio-Temporal Reasoning.

Chih-Yao Ma

PhD thesis, 2020

Frustratingly Simple Domain Generalization via Image Stylization.

Nathan Somavarapu, Chih-Yao Ma, Zsolt Kira

CoRR, 2020

Who2com: Collaborative Perception via Learnable Handshake Communication.

Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Learning to Generate Grounded Visual Captions Without Localization Supervision.

Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira

Proceedings of the Computer Vision - ECCV 2020, 2020

FeatMatch: Feature-Based Augmentation for Semi-supervised Learning.

Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition.

Chih-Yao Ma, Min-Hung Chen, Zsolt Kira, Ghassan AlRegib

Signal Process. Image Commun., 2019

Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification.

Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

CoRR, 2019

Learning to Generate Grounded Image Captions without Localization Supervision.

Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira

CoRR, 2019

Self-Monitoring Navigation Agent via Auxiliary Progress Estimation.

Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong

Proceedings of the 7th International Conference on Learning Representations, 2019

AdaFrame: Adaptive Frame Selection for Fast Video Recognition.

Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation.

Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Attend and Interact: Higher-Order Object Interactions for Video Understanding.

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Grounded Objects and Interactions for Video Captioning.

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

CoRR, 2017