Perez-Rua, Juan-Manuel

11 publications

TMLR 2025 Faster Diffusion Through Temporal Attention Decomposition Haozhe Liu, Wentian Zhang, Jinheng Xie, Francesco Faccio, Mengmeng Xu, Tao Xiang, Mike Zheng Shou, Juan-Manuel Perez-Rua, Jürgen Schmidhuber

CVPR 2025 Learning Flow Fields in Attention for Controllable Person Image Generation Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Perez-Rua, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He

TMLR 2025 MarDini: Masked Auto-Regressive Diffusion for Video Generation at Scale Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua

ICLR 2024 Boundary Denoising for Video Activity Localization Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Perez-Rua, Bernard Ghanem

ICLR 2024 FLATTEN: Optical FLow-Guided ATTENtion for Consistent Text-to-Video Editing Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Perez-Rua, Bodo Rosenhahn, Tao Xiang, Sen He

CVPR 2024 GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Perez-Rua

CPAL 2024 WS-iFSD: Weakly Supervised Incremental Few-Shot Object Detection Without Forgetting Xinyu Gong, Li Yin, Juan-Manuel Perez-Rua, Zhangyang Wang, Zhicheng Yan

CVPR 2023 Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa

ICCV 2021 Boundary-Sensitive Pre-Training for Temporal Localization in Videos Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

CVPR 2017 ROAM: A Rich Object Appearance Model with Application to Rotoscoping Ondrej Miksik, Juan-Manuel Perez-Rua, Philip H. S. Torr, Patrick Perez

CVPR 2016 Determining Occlusions from Space and Time Image Reconstructions Juan-Manuel Perez-Rua, Tomas Crivelli, Patrick Bouthemy, Patrick Perez