Favaro, Paolo

68 publications

CVPR 2025 Adapting Dense Matching for Homography Estimation with Grid-Based Acceleration Kaining Zhang, Yuxin Deng, Jiayi Ma, Paolo Favaro

AAAI 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro

ICCV 2025 Diffusion Image Prior Hamadi Chihaoui, Paolo Favaro

ICLR 2025 Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling Aram Davtyan, Leello Tadesse Dadi, Volkan Cevher, Paolo Favaro

CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Pedro M B Rezende, Yasaman Haghighi, David Brüggemann, Isinsu Katircioglu, Lin Zhang, Xiaoran Chen, Suman Saha, Marco Cannici, Elie Aljalbout, Botao Ye, Xi Wang, Aram Davtyan, Mathieu Salzmann, Davide Scaramuzza, Marc Pollefeys, Paolo Favaro, Alexandre Alahi

NeurIPS 2025 KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products Zixuan Xia, Aram Davtyan, Paolo Favaro

CVPRW 2025 ViDROP: Video Dense Representation Through Spatio-Temporal Sparsity Sepehr Sameni, Simon Jenni, Paolo Favaro

CVPRW 2024 Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity Zhenlin Xu, Yi Zhu, Siqi Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

NeurIPS 2024 Blind Image Restoration via Fast Diffusion Inversion Hamadi Chihaoui, Abdelhak Lemkhenter, Paolo Favaro

NeurIPSW 2024 Boosting Unsupervised Segmentation Learning Alp Eren Sari, Francesco Locatello, Paolo Favaro

WACV 2024 Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation Zhuoran Yu, Manchen Wang, Yanbei Chen, Paolo Favaro, Davide Modolo

AAAI 2024 Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation Aram Davtyan, Paolo Favaro

CVPR 2024 Masked and Shuffled Blind Spot Denoising for Real-World Images Hamadi Chihaoui, Paolo Favaro

CVPRW 2024 SemiGPC: Distribution-Aware Label Refinement for Imbalanced Semi-Supervised Learning Using Gaussian Processes Abdelhak Lemkhenter, Manchen Wang, Luca Zancato, Gurumurthy Swaminathan, Paolo Favaro, Davide Modolo

CVPR 2023 A Meta-Learning Approach to Predicting Performance and Data Requirements Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto

ICCV 2023 Efficient Video Prediction via Sparsely Conditioned Flow Matching Aram Davtyan, Sepehr Sameni, Paolo Favaro

AAAI 2023 Representation Learning by Detecting Incorrect Location Embeddings Sepehr Sameni, Simon Jenni, Paolo Favaro

CVPR 2023 ScaleDet: A Scalable Multi-Dataset Object Detector Yanbei Chen, Manchen Wang, Abhay Mittal, Zhenlin Xu, Paolo Favaro, Joseph Tighe, Davide Modolo

ICCV 2023 Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni, Simon Jenni, Paolo Favaro

ECCV 2022 Controllable Video Generation Through Global and Local Motion Dynamics Aram Davtyan, Paolo Favaro

AAAI 2022 KOALA: A Kalman Optimization Algorithm with Loss Adaptivity Aram Davtyan, Sepehr Sameni, Llukman Cerkezi, Givi Meishvili, Adam Bielski, Paolo Favaro

NeurIPS 2022 MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski, Paolo Favaro

NeurIPS 2022 Semi-Supervised Vision Transformers at Scale Zhaowei Cai, Avinash Ravichandran, Paolo Favaro, Manchen Wang, Davide Modolo, Rahul Bhotika, Zhuowen Tu, Stefano Soatto

ICML 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention Tomoki Watanabe, Paolo Favaro

ICCV 2021 ISD: Self-Supervised Learning by Iterative Similarity Distillation Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash

ECCV 2020 Learning Video Representations by Transforming Time Simon Jenni, Givi Meishvili, Paolo Favaro

NeurIPS 2019 Emergence of Object Segmentation in Perturbed Generative Models Adam Bielski, Paolo Favaro

ECCV 2018 Deep Bilevel Learning Simon Jenni, Paolo Favaro

CVPRW 2018 Learning Face Deblurring Fast and Wide Meiguang Jin, Michael Hirsch, Paolo Favaro

ECCV 2018 Normalized Blind Deconvolution Meiguang Jin, Stefan Roth, Paolo Favaro

ECCV 2018 Understanding Degeneracies and Ambiguities in Attribute Transfer Attila Szabo, Qiyang Hu, Tiziano Portenier, Matthias Zwicker, Paolo Favaro

NeurIPS 2017 Deep Mean-Shift Priors for Image Restoration Siavash Arjomand Bigdeli, Matthias Zwicker, Paolo Favaro, Meiguang Jin

CVPR 2017 Noise-Blind Image Deblurring Meiguang Jin, Stefan Roth, Paolo Favaro

ICCV 2017 Representation Learning by Learning to Count Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro

ECCV 2016 Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles Mehdi Noroozi, Paolo Favaro

ICCVW 2015 Bilayer Blind Deconvolution with the Light Field Camera Meiguang Jin, Paramanand Chandramouli, Paolo Favaro

ICCVW 2015 Building the View Graph of a Category by Exploiting Image Realism Attila Szabó, Andrea Vedaldi, Paolo Favaro

ECCV 2014 Synchronization of Two Independently Moving Cameras Without Feature Correspondences Tiago Gaspar, Paulo Jorge Ramalho Oliveira, Paolo Favaro

CVPR 2014 Total Variation Blind Deconvolution: The Devil Is in the Details Daniele Perrone, Paolo Favaro

CVPR 2013 A New Perspective on Uncalibrated Photometric Stereo Thoma Papadhimitri, Paolo Favaro

CVPR 2012 A Closed-Form Solution to Uncalibrated Photometric Stereo via Diffuse Maxima Paolo Favaro, Thoma Papadhimitri

CVPR 2011 A Closed Form Solution to Robust Subspace Estimation and Clustering Paolo Favaro, René Vidal, Avinash Ravichandran

CVPR 2010 Recovering Thin Structures via Nonlocal-Means Regularization with Application to Depth from Defocus Paolo Favaro

ICCVW 2009 Plenoptic Depth Estimation from Multiple Aliased Views Tom E. Bishop, Paolo Favaro

CVPR 2008 A Theory of Defocus via Fourier Analysis Paolo Favaro, Alessandro Duci

CVPR 2008 Off-Axis Aperture Camera: 3D Shape Reconstruction and Image Restoration Qingxu Dou, Paolo Favaro

CVPR 2007 Autocalibration and Uncalibrated Reconstruction of Shape from Defocus Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto

ICCV 2007 Boosting Invariance and Efficiency in Supervised Learning Andrea Vedaldi, Paolo Favaro, Enrico Grisan

ICCV 2007 DynamicBoost: Boosting Time Series Generated by Dynamical Systems René Vidal, Paolo Favaro

ICCV 2007 Shape from Focus and Defocus: Convexity, Quasiconvexity and Defocus-Invariant Textures Paolo Favaro

ECCV 2006 Defocus Inpainting Paolo Favaro, Enrico Grisan

ICCV 2005 KALMANSAC: Robust Filtering by Consensus Andrea Vedaldi, Hailin Jin, Paolo Favaro, Stefano Soatto

ICCV 2005 Using Frontier Points to Recover Shape, Reflectance and Illumunation George Vogiatzis, Paolo Favaro, Roberto Cipolla

CVPR 2005 Visual Tracking in the Presence of Motion Blur Hailin Jin, Paolo Favaro, Roberto Cipolla

CVPR 2004 A Variational Approach to Scene Reconstruction and Image Segmentation from Motion-Blur Cues Paolo Favaro, Stefano Soatto

ECCV 2004 Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion Paolo Favaro, Martin Burger, Stefano Soatto

CVPR 2003 3D Shape from Anisotropic Diffusion Paolo Favaro, Stanley J. Osher, Stefano Soatto, Luminita A. Vese

ICCV 2003 Dynamic Texture Segmentation Gianfranco Doretto, Daniel Cremers, Paolo Favaro, Stefano Soatto

ICCV 2003 On Exploiting Occlusions in Multiple-View Geometry Paolo Favaro, Alessandro Duci, Yi Ma, Stefano Soatto

CVPR 2003 Seeing Beyond Occlusions (and Other Marvels of a Finite Lens Aperture) Paolo Favaro, Stefano Soatto

ECCV 2002 A Variational Approach to Shape from Defocus Hailin Jin, Paolo Favaro

ECCV 2002 Learning Shape from Defocus Paolo Favaro, Stefano Soatto

ICCV 2001 Real-Time Feature Tracking and Outlier Rejection with Changes in Illumination Hailin Jin, Paolo Favaro, Stefano Soatto

ICCV 2001 Real-Time Virtual Object Insertion Paolo Favaro, Hailin Jin, Stefano Soatto

ECCV 2000 3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation Alessandro Chiuso, Paolo Favaro, Hailin Jin, Stefano Soatto

CVPR 2000 A Geometric Approach to Blind Deconvolution with Application to Shape from Defocu Stefano Soatto, Paolo Favaro

CVPR 2000 Real-Time 3-D Motion and Structure of Point-Features: A Front-End for Vision-Based Control and Interaction Hailin Jin, Paolo Favaro, Stefano Soatto

ECCV 2000 Shape and Radiance Estimation from the Information-Divergence of Blurred Images Paolo Favaro, Stefano Soatto