De la Torre, Fernando

97 publications

ICCV 2025 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision Xiao Fang, Minhyek Jeon, Zheyang Qin, Stanislav Panev, Celso De Melo, Shuowen Hu, Shayok Chakraborty, Fernando De La Torre

ICCV 2025 GAS: Generative Avatar Synthesis from a Single Image Yixing Lu, Junting Dong, Youngjoong Kwon, Qin Zhao, Bo Dai, Fernando De la Torre

WACV 2025 GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts Zoltán Á. Milacski, Koichiro Niinuma, Ryosuke Kawamura, Fernando de la Torre, László A. Jeni

ICCV 2025 Improving Noise Efficiency in Privacy-Preserving Dataset Distillation Runkai Zheng, Vishnu Asutosh Dasu, Yinong Oliver Wang, Haohan Wang, Fernando De La Torre

ICCV 2025 LightSwitch: Multi-View Relighting with Material-Guided Diffusion Yehonathan Litman, Fernando De la Torre, Shubham Tulsiani

ICCV 2025 Teleportraits: Training-Free People Insertion into Any Scene Jialu Gao, K J Joseph, Fernando De La Torre

WACV 2024 D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando De la Torre

CVPR 2024 Domain Gap Embeddings for Generative Dataset Augmentation Yinong Oliver Wang, Younjoon Chung, Chen Henry Wu, Fernando De la Torre

NeurIPS 2024 Doubly Hierarchical Geometric Representations for Strand-Based Human Hairstyle Generation Yunlu Chen, Francisco Vicente Carrasco, Christian Häne, Giljoo Nam, Jean-Charles Bazin, Fernando De la Torre

WACV 2024 Exploring the Impact of Rendering Method and Motion Quality on Model Performance When Using Multi-View Synthetic Data for Action Recognition Stanislav Panev, Emily Kim, Sai Abhishek Si Namburu, Desislava Nikolova, Celso de Melo, Fernando De la Torre, Jessica Hodgins

ECCV 2024 FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis Vishnu Mani Hema, Shubhra Aich, Christian Haene, Jean-Charles Bazin, Fernando de la Torre

ECCV 2024 Generalizable Human Gaussians for Sparse View Synthesis YoungJoong Kwon, Baole Fang, Yixing Lu, Haoye Dong, Cheng Zhang, Francisco Vicente Carrasco, Albert Mosella-Montoro, Jianjin Xu, Shingo J Takagi, Daeil Kim, Aayush Prakash, Fernando de la Torre

NeurIPS 2024 Hamba: Single-View 3D Hand Reconstruction with Graph-Guided Bi-Scanning Mamba Haoye Dong, Aviral Chharia, Wenbo Gou, Francisco Vicente Carrasco, Fernando De la Torre

WACV 2024 MotionGPT: Human Motion Synthesis with Improved Diversity and Realism via GPT-3 Prompting Jose Ribeiro-Gomes, Tianhui Cai, Zoltán Á. Milacski, Chen Wu, Aayush Prakash, Shingo Takagi, Amaury Aubel, Daeil Kim, Alexandre Bernardino, Fernando De la Torre

ECCV 2024 POET: Prompt Offset Tuning for Continual Human Action Adaptation Prachi Garg, K J Joseph, Vineeth N Balasubramanian, Necati Cihan Camgoz, Chengde Wan, Kenrick Kin, Weiguang Si, Shugao Ma, Fernando de la Torre

WACV 2024 Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention Jianjin Xu, Saman Motamed, Praneetha Vaddamanu, Chen Henry Wu, Christian Haene, Jean-Charles Bazin, Fernando De la Torre

WACV 2024 Towards Realistic Generative 3D Face Models Aashish Rai, Hiresh Gupta, Ayush Pandey, Francisco Vicente Carrasco, Shingo Jason Takagi, Amaury Aubel, Daeil Kim, Aayush Prakash, Fernando De la Torre

NeurIPS 2024 Visual Data Diagnosis and Debiasing with Concept Graphs Rwiddhi Chakraborty, Yinong Wang, Jialu Gao, Runkai Zheng, Cheng Zhang, Fernando De la Torre

ICCV 2023 A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance Chen Henry Wu, Fernando De la Torre

WACV 2023 Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando de la Torre, Steven Song, Aayush Prakash, Daeil Kim

ICCV 2023 Data-Free Class-Incremental Hand Gesture Recognition Shubhra Aich, Jesus Ruiz-Santaquiteria, Zhenyu Lu, Prachi Garg, K J Joseph, Alvaro Fernandez Garcia, Vineeth N Balasubramanian, Kenrick Kin, Chengde Wan, Necati Cihan Camgoz, Shugao Ma, Fernando De la Torre

ICCV 2023 ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dmitry Lagun, Thabo Beeler, Fernando De la Torre

ICCV 2023 PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting Saman Motamed, Jianjin Xu, Chen Henry Wu, Christian Häne, Jean-Charles Bazin, Fernando De la Torre

CVPR 2023 Zero-Shot Model Diagnosis Jinqi Luo, Zhaoning Wang, Chen Henry Wu, Dong Huang, Fernando De la Torre

NeurIPSW 2022 Making Text-to-Image Diffusion Models Zero-Shot Image-to-Image Editors by Inferring "Random Seeds" Chen Henry Wu, Fernando De la Torre

CVPR 2022 Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality Amin Jourabloo, Fernando De la Torre, Jason Saragih, Shih-En Wei, Stephen Lombardi, Te-Li Wang, Danielle Belko, Autumn Trimble, Hernan Badino

WACV 2021 Audio- and Gaze-Driven Facial Animation of Codec Avatars Alexander Richard, Colin Lea, Shugao Ma, Jurgen Gall, Fernando de la Torre, Yaser Sheikh

CVPR 2021 High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation Lele Chen, Chen Cao, Fernando De la Torre, Jason Saragih, Chenliang Xu, Yaser Sheikh

ICCV 2021 MeshTalk: 3D Face Animation from Speech Using Cross-Modality Disentanglement Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando de la Torre, Yaser Sheikh

CVPR 2021 Pixel Codec Avatars Shugao Ma, Tomas Simon, Jason Saragih, Dawei Wang, Yuecheng Li, Fernando De la Torre, Yaser Sheikh

ECCV 2020 3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, László A. Jeni, Fernando De la Torre

ECCV 2020 Expressive Telepresence via Modular Codec Avatars Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, Yaser Sheikh

ICCVW 2019 Unsupervised Image-to-Video Clothing Transfer Albert Pumarola, Vedanuj Goswami, Francisco Vicente, Fernando De la Torre, Francesc Moreno-Noguer

CVPR 2017 Additive Component Analysis Calvin Murdock, Fernando De la Torre

ICCV 2017 Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning Calvin Murdock, Fernando De la Torre

CVPR 2017 Discriminative Optimization: Theory and Applications to Point Cloud Registration Jayakorn Vongkulbhisal, Fernando De la Torre, Joao P. Costeira

CVPR 2017 Soft-Margin Mixture of Regressions Dong Huang, Longfei Han, Fernando De la Torre

CVPR 2016 Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories Jayakorn Vongkulbhisal, Ricardo Cabral, Fernando De la Torre, Joao P. Costeira

ICCV 2015 Confidence Preserving Machine for Facial Action Unit Detection Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Zhang Xiong

CVPR 2015 Global Supervised Descent Method Xuehan Xiong, Fernando De la Torre

CVPR 2015 Joint Patch and Multi-Label Learning for Facial Action Unit Detection Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang

ICCV 2015 Semantic Component Analysis Calvin Murdock, Fernando De la Torre

ICCV 2015 Unsupervised Synchrony Discovery in Human Interaction Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger

CVPR 2014 Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces Yingying Zhu, Dong Huang, Fernando De La Torre, Simon Lucey

ECCV 2014 Motion Words for Videos Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert

ECCV 2014 Sequential Max-Margin Event Detectors Dong Huang, Shitong Yao, Yi Wang, Fernando De la Torre

ECCV 2014 Spatio-Temporal Matching for Human Detection in Video Feng Zhou, Fernando De la Torre

ECCVW 2014 Subspace Procrustes Analysis Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo

CVPR 2013 Deformable Graph Matching Feng Zhou, Fernando De la Torre

ICCV 2013 Facial Action Unit Event Detection by Cascade of Tasks Xiaoyu Ding, Wen-Sheng Chu, Fernando De La Torre, Jeffery F. Cohn, Qiao Wang

ICCV 2013 Robust Matrix Factorization with Unknown Noise Deyu Meng, Fernando De La Torre

CVPR 2013 Selective Transfer Machine for Personalized Facial Action Unit Detection Wen-Sheng Chu, Fernando De La Torre, Jeffery F. Cohn

CVPR 2013 Supervised Descent Method and Its Applications to Face Alignment Xuehan Xiong, Fernando De la Torre

ICCV 2013 Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition Ricardo Cabral, Fernando De La Torre, Joao P. Costeira, Alexandre Bernardino

ECCV 2012 Continuous Regression for Non-Rigid Image Alignment Enrique Sánchez-Lozano, Fernando De la Torre, Daniel González-Jiménez

ECCV 2012 Facial Action Transfer with Personalized Bilinear Regression Dong Huang, Fernando De la Torre

CVPR 2012 Factorized Graph Matching Feng Zhou, Fernando De la Torre

CVPR 2012 Fixed-Rank Representation for Unsupervised Visual Learning Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su

CVPR 2012 Generalized Time Warping for Multi-Modal Alignment of Human Motion Feng Zhou, Fernando De la Torre

CVPR 2012 Max-Margin Early Event Detectors Minh Hoai Nguyen, Fernando De la Torre

AISTATS 2012 Maximum Margin Temporal Clustering Minh Hoai, Fernando De La Torre

ECCV 2012 Robust Regression Dong Huang, Ricardo Silveira Cabral, Fernando De la Torre

ECCV 2012 Unsupervised Temporal Commonality Discovery Wen-Sheng Chu, Feng Zhou, Fernando De la Torre

CVPR 2011 Joint Segmentation and Classification of Human Actions in Video Minh Hoai Nguyen, Zhen-Zhong Lan, Fernando De la Torre

CVPR 2011 Local Isomorphism to Solve the Pre-Image Problem in Kernel Methods Dong Huang, Yuandong Tian, Fernando De la Torre

CVPRW 2011 Non-Rigid Tracking of Musk Shrews in Video for Detection of Emetic Episodes Dong Huang, Kelly Meyers, Séverine Henry, Fernando De la Torre, Charles Christopher Horn

ICCV 2011 Source Constrained Clustering Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert

CVPR 2011 Supervised Local Subspace Learning for Continuous Head Pose Estimation Dong Huang, Markus Storer, Fernando De la Torre, Horst Bischof

ECCV 2010 A Real-Time System for Head Tracking and Pose Estimation Zengyin Zhang, Minyoung Kim, Fernando De la Torre, Wende Zhang

ECCVW 2010 A Real-Time System for Head Tracking and Pose Estimation Zengyin Zhang, Minyoung Kim, Fernando De la Torre, Wende Zhang

CVPR 2010 Action Unit Detection with Segment-Based SVMs Tomas Simon, Minh Hoai Nguyen, Fernando De la Torre, Jeffrey F. Cohn

ECCV 2010 Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis Dong Huang, Fernando De la Torre

CVPRW 2010 Continuous Procrustes Analysis to Learn 2D Shape Models from 3D Objects Laura Igual, Fernando De la Torre

ICML 2010 Gaussian Processes Multiple Instance Learning Minyoung Kim, Fernando De la Torre

ICML 2010 Local Minima Embedding Minyoung Kim, Fernando De la Torre

CVPR 2010 Pareto Discriminant Analysis Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie

CVPR 2010 Unsupervised Discovery of Facial Events Feng Zhou, Fernando De la Torre, Jeffrey F. Cohn

CVPR 2009 Efficient Image Alignment Using Linear Appearance Models Jose Gonzalez-Mora, Nicolás Guil, Emilio L. Zapata, Fernando De la Torre

ICCVW 2009 Learning Good Features for Active Shape Models Nuria Brunet, Francisco Perez, Fernando De la Torre

ICCVW 2009 Optimal Feature Selection for Subspace Image Matching Gemma Roig, Xavier Boix, Fernando De la Torre

CVPRW 2009 Temporal Segmentation and Activity Classification from First-Person Sensing Ekaterina H. Spriggs, Fernando De la Torre, Martial Hebert

CVPR 2008 Local Minima Free Parameterized Appearance Models Minh Hoai Nguyen, Fernando De la Torre

CVPR 2008 Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment Fernando De la Torre, Minh Hoai Nguyen

CVPR 2008 Semi-Supervised Learning of Multi-Factor Models for Face De-Identification Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker

ICCV 2007 Bilinear Active Appearance Models Jose Gonzalez-Mora, Fernando De la Torre, Rajesh Murthi, Nicolás Guil, Emilio L. Zapata

CVPR 2007 Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models Fernando De la Torre, Alvaro Collet, Manuel Quero, Jeffrey F. Cohn, Takeo Kanade

CVPR 2007 Learning Kernel Expansions for Image Classification Fernando De la Torre, Oriol Vinyals

ICCV 2007 Temporal Segmentation of Facial Behavior Fernando De la Torre, Joan Campoy, Zara Ambadar, Jeff F. Conn

ICML 2006 Discriminative Cluster Analysis Fernando De la Torre, Takeo Kanade

CVPRW 2006 Model-Based Face De-Identification Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker

ICML 2005 Multimodal Oriented Discriminant Analysis Fernando De la Torre, Takeo Kanade

CVPR 2005 Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class Fernando De la Torre, Ralph Gross, Simon Baker, B. V. K. Vijaya Kumar

AAAI 2004 CAMEO: Modeling Human Activity in Formal Meeting Situations Paul E. Rybski, Fernando De la Torre, Raju Patil, Carlos Vallespí, Manuela M. Veloso, Brett Browning

ECCV 2002 Robust Parameterized Component Analysis Fernando De la Torre, Michael J. Black

CVPR 2001 Dynamic Coupled Component Analysis Fernando De la Torre, Michael J. Black

ICCV 2001 Robust Principal Component Analysis for Computer Vision Fernando De la Torre, Michael J. Black

ECCV 1998 View-Based Adaptive Affine Tracking Fernando De la Torre, Shaogang Gong, Stephen J. McKenna