Soatto, Stefano

208 publications

ICLRW 2025 Conjuring Semantic Similarity Tian Yu Liu, Stefano Soatto

ICLRW 2025 Observability of Latent States in Generative AI Models Tian Yu Liu, Stefano Soatto, Matteo Marchi, Pratik Chaudhari, Paulo Tabuada

ICLR 2025 PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto

NeurIPS 2025 STree: Speculative Tree Decoding for Hybrid State Space Models Yangchao Wu, Zongyue Qin, Alex Wong, Stefano Soatto

CVPR 2025 Scaling up Image Segmentation Across Data and Tasks Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R. Manmatha, Stefano Soatto

ECCV 2024 AugUndo: Scaling up Augmentations for Monocular Depth Completion and Estimation Yangchao Wu, Tian Yu Liu, Hyoungseob Park, Stefano Soatto, Dong Lao, Alex Wong

NeurIPS 2024 B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto

CVPR 2024 CPR: Retrieval Augmented Generation for Copyright Protection Aditya Golatkar, Alessandro Achille, Luca Zancato, Yu-Xiang Wang, Ashwin Swaminathan, Stefano Soatto

ICLR 2024 Critical Learning Periods Emerge Even in Deep Linear Networks Michael Kleinman, Alessandro Achille, Stefano Soatto

CVPR 2024 Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation Dong Lao, Congli Wang, Alex Wong, Stefano Soatto

ECCV 2024 Diffusion Soup: Model Merging for Text-to-Image Diffusion Models Benjamin J Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

CVPR 2024 Enhancing Vision-Language Pre-Training with Rich Supervisions Yuan Gao, Kunyu Shi, Pengkai Zhu, Edouard Belval, Oren Nuriel, Srikar Appalaraju, Shabnam Ghadar, Zhuowen Tu, Vijay Mahadevan, Stefano Soatto

ICML 2024 Fewer Truncations Improve Language Modeling Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

ICMLW 2024 Fewer Truncations Improve Language Modeling Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

CVPR 2024 Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto

ICLR 2024 Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto

CVPR 2024 Multi-Modal Hallucination Control by Visual Information Grounding Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

CVPR 2024 Non-Autoregressive Sequence-to-Sequence Vision-Language Models Kunyu Shi, Qi Dong, Luis Goncalves, Zhuowen Tu, Stefano Soatto

NeurIPSW 2024 On the Relationship Between Model Training Dynamics and Early Pruning Periods Elvis Nunez, Stefano Soatto

CVPR 2024 On the Scalability of Diffusion-Based Text-to-Image Generation Hao Li, Yang Zou, Ying Wang, Orchid Majumder, Yusheng Xie, R. Manmatha, Ashwin Swaminathan, Zhuowen Tu, Stefano Ermon, Stefano Soatto

ECCV 2024 On the Viability of Monocular Depth Pre-Training for Semantic Segmentation Dong Lao, Fengyu Yang, Daniel Wang, Hyoungseob Park, Samuel Lu, Alex Wong, Stefano Soatto

NeurIPS 2024 RSA: Resolving Scale Ambiguities in Monocular Depth Estimators Through Language Descriptions Ziyao Zeng, Yangchao Wu, Hyoungseob Park, Daniel Wang, Fengyu Yang, Stefano Soatto, Dong Lao, Byung-Woo Hong, Alex Wong

ICML 2024 Sub-Token ViT Embedding via Stochastic Resonance Transformers Dong Lao, Yangchao Wu, Tian Yu Liu, Alex Wong, Stefano Soatto

CVPR 2024 THRONE: An Object-Based Hallucination Benchmark for the Free-Form Generations of Large Vision-Language Models Prannay Kaul, Zhizhong Li, Hao Yang, Yonatan Dukler, Ashwin Swaminathan, C. J. Taylor, Stefano Soatto

ICLR 2024 Tangent Transformers for Composition,Privacy and Removal Tian Yu Liu, Aditya Golatkar, Stefano Soatto

CVPR 2024 WorDepth: Variational Language Prior for Monocular Depth Estimation Ziyao Zeng, Daniel Wang, Fengyu Yang, Hyoungseob Park, Stefano Soatto, Dong Lao, Alex Wong

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

CVPR 2023 A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto

CVPR 2023 Critical Learning Periods for Multisensory Integration in Deep Networks Michael Kleinman, Alessandro Achille, Stefano Soatto

CVPR 2023 Depth Estimation from Camera Image and mmWave Radar Point Cloud Akash Deep Singh, Yunhao Ba, Ankur Sarker, Howard Zhang, Achuta Kadambi, Stefano Soatto, Mani Srivastava, Alex Wong

NeurIPS 2023 Gacs-Korner Common Information Variational Autoencoder Michael Kleinman, Alessandro Achille, Stefano Soatto, Jonathan Kao

AISTATS 2023 Graph Spectral Embedding Using the Geodesic Betweenness Centrality Shay Deutsch, Stefano Soatto

CVPR 2023 Guided Recommendation for Model Fine-Tuning Hao Li, Charless Fowlkes, Hao Yang, Onkar Dabeer, Zhuowen Tu, Stefano Soatto

WACV 2023 Harnessing Unrecognizable Faces for Improving Face Recognition Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto

NeurIPS 2023 Leveraging Sparse and Shared Feature Activations for Disentangled Representation Learning Marco Fumero, Florian Wenzel, Luca Zancato, Alessandro Achille, Emanuele Rodolà, Stefano Soatto, Bernhard Schölkopf, Francesco Locatello

ICCV 2023 Linear Spaces of Meanings: Compositional Structures in Vision-Language Models Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto

ICLR 2023 Masked Vision and Language Modeling for Multi-Modal Representation Learning Gukyeong Kwon, Zhaowei Cai, Avinash Ravichandran, Erhan Bas, Rahul Bhotika, Stefano Soatto

ICCV 2023 SAFE: Machine Unlearning with Shard Graphs Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto

ICCV 2023 Tangent Model Composition for Ensembling and Continual Fine-Tuning Tian Yu Liu, Stefano Soatto

CVPR 2023 Train/Test-Time Adaptation with Retrieval Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto

NeurIPS 2023 Your Representations Are in the Network: Composable and Parallel Adaptation for Large Scale Models Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto

CVPR 2022 Class-Incremental Learning with Strong Pre-Trained Models Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto

ICLR 2022 DIVA: Dataset Derivative of a Learning Task Yonatan Dukler, Alessandro Achille, Giovanni Paolini, Avinash Ravichandran, Marzia Polito, Stefano Soatto

NeurIPSW 2022 Evaluating Worst Case Adversarial Weather Perturbations Robustness Yihan Wang, Yunhao Ba, Howard Chenyang Zhang, Huan Zhang, Achuta Kadambi, Stefano Soatto, Alex Wong, Cho-Jui Hsieh

CVPR 2022 MeMOT: Multi-Object Tracking with Memory Jiarui Cai, Mingze Xu, Wei Li, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto

CVPR 2022 Mixed Differential Privacy in Computer Vision Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns, Stefano Soatto

ECCV 2022 Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba, Howard Zhang, Ethan Yang, Akira Suzuki, Arnold Pfahnl, Chethan Chinder Chandrappa, Celso M. de Melo, Suya You, Stefano Soatto, Alex Wong, Achuta Kadambi

CVPR 2022 Omni-DETR: Omni-Supervised Object Detection with Transformers Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto

NeurIPS 2022 On Leave-One-Out Conditional Mutual Information for Generalization Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar, Suhas Diggavi, Stefano Soatto

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

CVPR 2022 Stereoscopic Universal Perturbations Across Different Architectures and Datasets Zachary Berger, Parth Agrawal, Tian Yu Liu, Stefano Soatto, Alex Wong

CVPR 2022 Task Adaptive Parameter Sharing for Multi-Task Learning Matthew Wallingford, Hao Li, Alessandro Achille, Avinash Ravichandran, Charless Fowlkes, Rahul Bhotika, Stefano Soatto

ECCV 2022 X-DETR: A Versatile Architecture for Instance-Wise Vision-Language Tasks Zhaowei Cai, Gukyeong Kwon, Avinash Ravichandran, Erhan Bas, Zhuowen Tu, Rahul Bhotika, Stefano Soatto

ICCV 2021 ARCH++: Animation-Ready Clothed Human Reconstruction Revisited Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung

CVPR 2021 Compatibility-Aware Heterogeneous Visual Search Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto

CVPR 2021 DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping Yanchao Yang, Brian Lai, Stefano Soatto

AAAI 2021 Dynamically Grown Generative Adversarial Networks Lanlan Liu, Yuting Zhang, Jia Deng, Stefano Soatto

ICLR 2021 Estimating Informativeness of Samples with Smooth Unique Information Hrayr Harutyunyan, Alessandro Achille, Giovanni Paolini, Orchid Majumder, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

CVPR 2021 Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Zhuowen Tu, Stefano Soatto

CVPR 2021 LQF: Linear Quadratic Fine-Tuning Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto

ICCV 2021 Learning Hierarchical Graph Neural Networks for Image Clustering Yifan Xing, Tong He, Tianjun Xiao, Yongxin Wang, Yuanjun Xiong, Wei Xia, David Wipf, Zheng Zhang, Stefano Soatto

CVPR 2021 Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei, Yanchao Yang, Stefano Soatto

NeurIPS 2021 Long Short-Term Transformer for Online Action Detection Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

CVPR 2021 Mixed-Privacy Forgetting in Deep Networks Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto

CVPR 2021 Positive-Congruent Training: Towards Regression-Free Model Updates Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto

ICLRW 2021 Redundant Information Neural Estimation Michael Kleinman, Alessandro Achille, Stefano Soatto, Jonathan Kao

AAAI 2021 Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations Alex Wong, Mukund Mundhra, Stefano Soatto

ICLR 2021 Structured Prediction as Translation Between Augmented Natural Languages Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto

NeurIPS 2021 Uniform Sampling over Episode Difficulty Sébastien Arnold, Guneet Dhillon, Avinash Ravichandran, Stefano Soatto

ICCV 2021 Unsupervised Depth Completion with Calibrated Backprojection Layers Alex Wong, Stefano Soatto

ICCV 2021 Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto

ICLR 2020 A Baseline for Few-Shot Image Classification Guneet S. Dhillon, Pratik Chaudhari, Avinash Ravichandran, Stefano Soatto

ECCVW 2020 Disentangled Image Generation for Unsupervised Domain Adaptation Safa Cicek, Ning Xu, Zhaowen Wang, Hailin Jin, Stefano Soatto

ECCV 2020 Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations Aditya Golatkar, Alessandro Achille, Stefano Soatto

NeurIPS 2020 Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-View Human Reconstruction Tong He, John Collomosse, Hailin Jin, Stefano Soatto

ECCV 2020 Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment Qing Liu, Orchid Majumder, Alessandro Achille, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

ICLR 2020 Meta-Q-Learning Rasool Fakoor, Pratik Chaudhari, Stefano Soatto, Alexander J. Smola

NeurIPS 2020 Predicting Training Time Without Training Luca Zancato, Alessandro Achille, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

ICLR 2020 Rethinking the Hyperparameters for Fine-Tuning Hao Li, Pratik Chaudhari, Hao Yang, Michael Lam, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

CoRL 2020 SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning Albert Zhao, Tong He, Yitao Liang, Haibin Huang, Guy Van den Broeck, Stefano Soatto

NeurIPS 2020 Targeted Adversarial Perturbations for Monocular Depth Prediction Alex Wong, Safa Cicek, Stefano Soatto

AAAI 2020 Zero Shot Learning with the Isoperimetric Loss Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto

ICLR 2019 Critical Learning Periods in Deep Networks Alessandro Achille, Matteo Rovere, Stefano Soatto

ICCVW 2019 Input and Weight Space Smoothing for Semi-Supervised Learning Safa Cicek, Stefano Soatto

AAAI 2019 Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors Tong He, Stefano Soatto

NeurIPS 2019 Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little near Convergence Aditya Sharad Golatkar, Alessandro Achille, Stefano Soatto

ECCV 2018 Conditional Prior Networks for Optical Flow Yanchao Yang, Stefano Soatto

JMLR 2018 Emergence of Invariance and Disentanglement in Deep Representations Alessandro Achille, Stefano Soatto

ECCV 2018 Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification Nikolaos Karianakis, Zicheng Liu, Yinpeng Chen, Stefano Soatto

ICLR 2018 Robustness of Classifiers to Universal Perturbations: A Geometric Perspective Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto

ECCV 2018 SaaS: Speed as a Supervisor for Semi-Supervised Learning Safa Cicek, Alhussein Fawzi, Stefano Soatto

ICLR 2018 Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks Pratik Chaudhari, Stefano Soatto

ECCV 2018 Visual-Inertial Object Detection and Mapping Xiaohan Fei, Stefano Soatto

ICLR 2017 Entropy-SGD: Biasing Gradient Descent into Wide Valleys Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Yann LeCun, Carlo Baldassi, Christian Borgs, Jennifer T. Chayes, Levent Sagun, Riccardo Zecchina

CVPR 2017 S2F: Slow-to-Fast Interpolator Flow Yanchao Yang, Stefano Soatto

CVPR 2017 Visual-Inertial-Semantic Scene Representation for 3D Object Detection Jingming Dong, Xiaohan Fei, Stefano Soatto

CVPR 2017 Zero Shot Learning via Multi-Scale Manifold Regularization Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto

WACV 2016 A Mid-Level Representation of Visual Structures for Video Compression Georgios Georgiadis, Stefano Soatto

ECCV 2016 A Simple Hierarchical Pooling Data Structure for Loop Closure Xiaohan Fei, Konstantine Tsotsos, Stefano Soatto

CVPR 2016 An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability Nikolaos Karianakis, Jingming Dong, Stefano Soatto

ICLR 2016 Modeling Visual Representations: Defining Properties and Deep Approximations Stefano Soatto, Alessandro Chiuso

IJCAI 2016 Observability, Identifiability and Sensitivity of Vision-Aided Inertial Navigation Joshua Hernandez, Konstantine Tsotsos, Stefano Soatto

ECCV 2016 ShapeFit and ShapeKick for Robust, Scalable Structure from Motion Thomas A. Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto

CVPR 2015 Causal Video Object Segmentation from Persistence of Occlusions Brian Taylor, Vasiliy Karasev, Stefano Soatto

CVPR 2015 Domain-Size Pooling in Local Descriptors: DSP-SIFT Jingming Dong, Stefano Soatto

CVPR 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo Gottfried Graber, Jonathan Balzer, Stefano Soatto, Thomas Pock

CVPR 2015 Multi-View Feature Engineering and Learning Jingming Dong, Nikolaos Karianakis, Damek Davis, Joshua Hernandez, Jonathan Balzer, Stefano Soatto

CVPRW 2015 Perspective Distortion Modeling, Learning and Compensation Joachim Valente, Stefano Soatto

ICCV 2015 Self-Occlusions and Disocclusions in Causal Video Object Segmentation Yanchao Yang, Ganesh Sundaramoorthi, Stefano Soatto

CVPR 2015 Texture Representations for Image and Video Synthesis Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto

ICLR 2015 Visual Scene Representations: Scaling and Occlusion in Convolutional Architectures Stefano Soatto, Jingming Dong, Nikolaos Karianakis

ICLR 2015 Visual Scene Representations: Sufficiency, Minimality, Invariance and Deep Approximations Stefano Soatto, Alessandro Chiuso

CVPR 2014 Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation Vasiliy Karasev, Avinash Ravichandran, Stefano Soatto

CVPR 2014 Asymmetric Sparse Kernel Approximations for Large-Scale Visual Search Damek Davis, Jonathan Balzer, Stefano Soatto

CVPR 2014 Second-Order Shape Optimization for Geometric Inverse Problems in Vision Jonathan Balzer, Stefano Soatto

WACV 2014 Volumetric Reconstruction Applied to Perceptual Studies of Size and Weight Jonathan Balzer, Megan A. K. Peters, Stefano Soatto

CVPR 2013 CLAM: Coupled Localization and Mapping with Efficient Outlier Handling Jonathan Balzer, Stefano Soatto

CVPR 2013 Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques Yun Zeng, Chaohui Wang, Stefano Soatto, Shing-Tung Yau

CVPR 2012 Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation Georgios Georgiadis, Alper Ayvaci, Stefano Soatto

NeurIPS 2012 Controlled Recognition Bounds for Visual Learning and Exploration Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto

CVPR 2012 Discovering Discriminative Action Parts from Mid-Level Video Representations Michalis Raptis, Iasonas Kokkinos, Stefano Soatto

WACV 2012 Fast Planar Object Detection and Tracking via Edgel Templates Taehee Lee, Stefano Soatto

ECCV 2012 Long-Range Spatio-Temporal Modeling of Video with Application to Fire Detection Avinash Ravichandran, Stefano Soatto

ECCV 2012 SuperFloxels: A Mid-Level Representation for Video Sequences Avinash Ravichandran, Chaohui Wang, Michalis Raptis, Stefano Soatto

ECCVW 2012 SuperFloxels: A Mid-Level Representation for Video Sequences Avinash Ravichandran, Chaohui Wang, Michalis Raptis, Stefano Soatto

CVPR 2011 Learning and Matching Multiscale Template Descriptors for Real-Time Detection, Localization and Tracking Taehee Lee, Stefano Soatto

NeurIPS 2011 Multiple Instance Filtering Kamil A. Wnuk, Stefano Soatto

CVPR 2010 Curious Snakes: A Minimum Latency Solution to the Cluttered Background Problem in Active Contours Ganesh Sundaramoorthi, Stefano Soatto, Anthony J. Yezzi

NeurIPS 2010 Occlusion Detection and Motion Estimation with Convex Optimization Alper Ayvaci, Michalis Raptis, Stefano Soatto

ECCV 2010 Really Quick Shift: Image Segmentation on a GPU Brian Fulkerson, Stefano Soatto

ECCVW 2010 Really Quick Shift: Image Segmentation on a GPU Brian Fulkerson, Stefano Soatto

CVPR 2010 Spike Train Driven Dynamical Models for Human Actions Michalis Raptis, Kamil Wnuk, Stefano Soatto

ECCV 2010 Texture Regimes for Entropy-Based Multiscale Image Analysis Sylvain Boltz, Frank Nielsen, Stefano Soatto

ECCV 2010 Tracklet Descriptors for Action Modeling and Video Analysis Michalis Raptis, Stefano Soatto

CVPR 2010 Warping Background Subtraction Teresa Ko, Stefano Soatto, Deborah Estrin

ICCV 2009 Actionable Information in Vision Stefano Soatto

CVPRW 2009 Categorization in Natural Time-Varying Image Sequences Teresa Ko, Stefano Soatto, Deborah Estrin

ICCV 2009 Class Segmentation and Object Localization with Superpixel Neighborhoods Brian Fulkerson, Andrea Vedaldi, Stefano Soatto

ICCVW 2009 Motion Segmentation with Occlusions on the Superpixel Graph Alper Ayvaci, Stefano Soatto

CVPR 2009 Nonrigid Registration Combining Global and Local Statistics Zhao Yi, Stefano Soatto

CVPR 2009 On the Set of Images Modulo Viewpoint and Contrast Changes Ganesh Sundaramoorthi, Peter Petersen, V. S. Varadarajan, Stefano Soatto

ECCV 2008 Background Subtraction on Distributions Teresa Ko, Stefano Soatto, Deborah Estrin

CVPR 2008 Edge Descriptors for Robust Wide-Baseline Correspondence Jason Meltzer, Stefano Soatto

CVPR 2008 Filtering Internet Image Search Results Towards Keyword Based Category Recognition Kamil Wnuk, Stefano Soatto

CVPR 2008 Joint Data Alignment up to (lossy) Transformations Andrea Vedaldi, Gregorio Guidi, Stefano Soatto

ECCV 2008 Localizing Objects with Smart Dictionaries Brian Fulkerson, Andrea Vedaldi, Stefano Soatto

ECCV 2008 Quick Shift and Kernel Methods for Mode Seeking Andrea Vedaldi, Stefano Soatto

CVPR 2008 Relaxed Matching Kernels for Robust Image Comparison Andrea Vedaldi, Stefano Soatto

ECCV 2008 Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images Ryuzo Okada, Stefano Soatto

CVPR 2008 The Scale of a Texture and Its Application to Segmentation Byung-Woo Hong, Stefano Soatto, Kangyu Ni, Tony F. Chan

ICCV 2007 A Study of Face Recognition as People Age Haibin Ling, Stefano Soatto, Narayanan Ramanathan, David W. Jacobs

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

ICCV 2007 Correspondence Transfer for the Registration of Multimodal Images Zhao Yi, Stefano Soatto

CVPR 2007 Fast Human Pose Estimation Using Appearance and Motion via Multi-Dimensional Boosting Regression Alessandro Bissacco, Ming-Hsuan Yang, Stefano Soatto

CVPR 2007 Joint Priors for Variational Shape and Appearance Modeling Jeremy D. Jackson, Anthony J. Yezzi, Stefano Soatto

CVPR 2007 Moving Forward in Structure from Motion Andrea Vedaldi, Gregorio Guidi, Stefano Soatto

CVPR 2007 On the Blind Classification of Time Series Alessandro Bissacco, Stefano Soatto

ICCV 2007 Proximity Distribution Kernels for Geometric Context in Category Recognition Haibin Ling, Stefano Soatto

NeurIPS 2006 A Complexity-Distortion Approach to Joint Pattern Alignment Andrea Vedaldi, Stefano Soatto

CVPR 2006 Classifying Human Dynamics Without Contact Forces Alessandro Bissacco, Stefano Soatto

CVPR 2006 Control Theory and Fast Marching Techniques for Brain Connectivity Mapping Emmanuel Prados, Stefano Soatto, Christophe Lenglet, Jean-Philippe Pons, Nicolas Wotawa, Rachid Deriche, Olivier D. Faugeras

NeurIPS 2006 Detecting Humans via Their Pose Alessandro Bissacco, Ming-Hsuan Yang, Stefano Soatto

CVPR 2006 Local Features, All Grown up Andrea Vedaldi, Stefano Soatto

CVPR 2006 Shape Representation Based on Integral Kernels: Application to Image Matching and Segmentation Byung-Woo Hong, Emmanuel Prados, Stefano Soatto, Luminita A. Vese

CVPRW 2006 Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation Dejun Wang, Stefano Soatto, Emmanuel Prados

ECCV 2006 Viewpoint Induced Deformation Statistics and the Design of Viewpoint Invariant Features: Singularities and Occlusions Andrea Vedaldi, Stefano Soatto

ICCV 2005 Features for Recognition: Viewpoint Invariance for Non-Planar Scenes Andrea Vedaldi, Stefano Soatto

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

ICCV 2005 Layered Active Appearance Models Eagle Jones, Stefano Soatto

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

ECCV 2004 Integral Invariant Signatures Siddharth Manay, Byung-Woo Hong, Anthony J. Yezzi, Stefano Soatto

ECCV 2004 Modeling and Synthesis of Facial Motion Driven by Speech Payam Saisan, Alessandro Bissacco, Alessandro Chiuso, Stefano Soatto

ECCV 2004 Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis Jason Meltzer, Ming-Hsuan Yang, Rakesh Gupta, Stefano Soatto

ECCV 2004 Region-Based Segmentation on Evolving Surfaces with Application to 3D Reconstruction of Shape and Piecewise Constant Radiance Hailin Jin, Anthony J. Yezzi, Stefano Soatto

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

CVPR 2004 Shedding Light on Stereoscopic Segmentation Hailin Jin, Daniel Cremers, Anthony J. Yezzi, Stefano Soatto

ECCV 2004 Spatially Homogeneous Dynamic Textures Gianfranco Doretto, Eagle Jones, 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

CVPR 2003 Editable Dynamic Textures Gianfranco Doretto, Stefano Soatto

CVPR 2003 Multi-View Stereo Beyond Lambert Hailin Jin, Stefano Soatto, Anthony J. Yezzi

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

ICCV 2003 Shape Representation via Harmonic Embedding Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto

CVPR 2003 Structure from Motion for Scenes Without Features Anthony J. Yezzi, Stefano Soatto

ICCV 2003 Tales of Shape and Radiance in Multi-View Stereo Stefano Soatto, Anthony J. Yezzi, Hailin Jin

ICCV 2003 Variational Space-Time Motion Segmentation Daniel Cremers, Stefano Soatto

ECCV 2002 DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images Stefano Soatto, Anthony J. Yezzi

ECCV 2002 Learning Shape from Defocus Paolo Favaro, Stefano Soatto

ECCV 2002 Region Matching with Missing Parts Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto

CVPR 2001 Dynamic Texture Recognition Payam Saisan, Gianfranco Doretto, Ying Nian Wu, Stefano Soatto

ICCV 2001 Dynamic Textures Stefano Soatto, Gianfranco Doretto, Ying Nian Wu

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

CVPR 2001 Recognition of Human Gaits Alessandro Bissacco, Alessandro Chiuso, Yi Ma, Stefano Soatto

ICCV 2001 Stereoscopic Segmentation Anthony J. Yezzi, 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

CVPR 2000 Stereoscopic Shading: Integrating Mult1Frame Shape Cues in a Variational Framework Hailin Jin, Stefano Soatto, Anthony J. Yezzi

ICCV 1999 Euclidean Reconstruction and Reprojection up to Subgroups Yi Ma, Stefano Soatto, Jana Kosecka, Shankar Sastry

CVPR 1998 Optimal Structure from Motion: Local Ambiguities and Global Estimates Stefano Soatto, Roger W. Brockett

CVPR 1996 Motion from Fixation Stefano Soatto, Pietro Perona

CVPR 1996 Reducing "structure from Motion" Stefano Soatto, Pietro Perona

ICCV 1995 Dynamic Rigid Motion Estimation from Weak Perspective Stefano Soatto, Pietro Perona

ECCV 1994 Motion Estimation on the Essential Manifold Stefano Soatto, Ruggero Frezza, Pietro Perona

CVPR 1993 Recursive Motion and Structure Estimation with Complete Error Characterization Stefano Soatto, Pietro Perona, Ruggero Frezza, Giorgio Picci