Grounded Objects and Interactions for Video Captioning. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CoRR, 2017)

Attend and Interact: Higher-Order Object Interactions for Video Understanding. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CVPR, 2018)

The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation. - Chih-Yao Ma; Zuxuan Wu; Ghassan AlRegib; Caiming Xiong; Zsolt Kira (CVPR, 2019)

AdaFrame: Adaptive Frame Selection for Fast Video Recognition. - Zuxuan Wu; Caiming Xiong; Chih-Yao Ma; Richard Socher; Larry S. Davis (CVPR, 2019)

Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. - Chih-Yao Ma; Jiasen Lu; Zuxuan Wu; Ghassan AlRegib; Zsolt Kira; Richard Socher; Caiming Xiong (ICLR (Poster), 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)

Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification. - Chia-Wen Kuo; Chih-Yao Ma; Jia-Bin Huang 001; Zsolt Kira (CoRR, 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)

FeatMatch: Feature-Based Augmentation for Semi-supervised Learning. - Chia-Wen Kuo; Chih-Yao Ma; Jia-Bin Huang 001; Zsolt Kira (ECCV (18), 2020)

Learning to Generate Grounded Visual Captions Without Localization Supervision. - Chih-Yao Ma; Yannis Kalantidis; Ghassan AlRegib; Peter Vajda; Marcus Rohrbach; Zsolt Kira (ECCV (18), 2020)

Who2com: Collaborative Perception via Learnable Handshake Communication. - Yen-Cheng Liu; Junjiao Tian; Chih-Yao Ma; Nathan Glaser; Chia-Wen Kuo; Zsolt Kira (ICRA, 2020)

Frustratingly Simple Domain Generalization via Image Stylization. - Nathan Somavarapu; Chih-Yao Ma; Zsolt Kira (CoRR, 2020)

Toward Grounded Spatio-Temporal Reasoning. - Chih-Yao Ma (2020)

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 (ICLR, 2021)

Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation. - Muhammad Zubair Irshad; Chih-Yao Ma; Zsolt Kira (ICRA, 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)

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 (CVPR, 2022)

Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors. - Yen-Cheng Liu; Chih-Yao Ma; Zsolt Kira (CVPR, 2022)

Open-Set Semi-Supervised Object Detection. - Yen-Cheng Liu; Chih-Yao Ma; Xiaoliang Dai; Junjiao Tian; Peter Vajda; Zijian He; Zsolt Kira (ECCV (30), 2022)

Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks. - Yen-Cheng Liu; Chih-Yao Ma; Junjiao Tian; Zijian He; Zsolt Kira (NeurIPS, 2022)

Trainable Projected Gradient Method for Robust Fine-Tuning. - Junjiao Tian; Xiaoliang Dai; Chih-Yao Ma; Zecheng He; Yen-Cheng Liu; Zsolt Kira (CVPR, 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 (ICLR, 2023)

Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation. - Chia-Wen Kuo; Chih-Yao Ma; Judy Hoffman; Zsolt Kira (WACV, 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)

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack. - Xiaoliang Dai; Ji Hou; Chih-Yao Ma; Sam S. Tsai; Jialiang Wang 001; Rui Wang 067; Peizhao Zhang; Simon Vandenhende; Xiaofang Wang; Abhimanyu Dubey; Matthew Yu; Abhishek Kadian; et al. (CoRR, 2023)

ControlRoom3D: Room Generation Using Semantic Proxy Rooms. - Jonas Schult; Sam S. Tsai; Lukas Höllein; Bichen Wu; Jialiang Wang 001; Chih-Yao Ma; Kunpeng Li; Xiaofang Wang; Felix Wimbauer; Zijian He; Peizhao Zhang; Bastian Leibe; et al. (CVPR, 2024)

Taming Latent Diffusion Model for Neural Radiance Field Inpainting. - Chieh Hubert Lin; Changil Kim 001; Jia-Bin Huang 001; Qinbo Li; Chih-Yao Ma; Johannes Kopf 001; Ming-Hsuan Yang 001; Hung-Yu Tseng (ECCV (3), 2024)

Movie Gen: A Cast of Media Foundation Models. - Adam Polyak; Amit Zohar; Andrew Brown; Andros Tjandra; Animesh Sinha; Ann Lee 001; Apoorv Vyas; Bowen Shi; Chih-Yao Ma; Ching-Yao Chuang; David Yan; Dhruv Choudhary; et al. (CoRR, 2024)

LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity. - Hongjie Wang 002; Chih-Yao Ma; Yen-Cheng Liu; Ji Hou; Tao Xu; Jialiang Wang 001; Felix Juefei-Xu; Yaqiao Luo; Peizhao Zhang; Tingbo Hou; Peter Vajda; Niraj K. Jha; et al. (CVPR, 2025)

Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models. - Xu Ma; Peize Sun; Haoyu Ma; Hao Tang; Chih-Yao Ma; Jialiang Wang 001; Kunpeng Li; Xiaoliang Dai; Yujun Shi; Xuan Ju; Yushi Hu; Artsiom Sanakoyeu; et al. (CoRR, 2025)