| 2025 | CVPR | Scaling up Image Segmentation across Data and Tasks. | Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R. Manmatha, Stefano Soatto |
| 2025 | ICLR | PICASO: Permutation-Invariant Context Composition with State Space Models. | Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto |
| 2025 | ICRA | Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions. | Albert Zhao, Stefano Soatto |
| 2024 | CVPR | 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 |
| 2024 | CVPR | Multi-Modal Hallucination Control by Visual Information Grounding. | Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto |
| 2024 | CVPR | 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 |
| 2024 | CVPR | CPR: Retrieval Augmented Generation for Copyright Protection. | Aditya Golatkar, Alessandro Achille, Luca Zancato, Yu-Xiang Wang, Ashwin Swaminathan, Stefano Soatto |
| 2024 | CVPR | 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 |
| 2024 | CVPR | Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation. | Dong Lao, Congli Wang, Alex Wong, Stefano Soatto |
| 2024 | CVPR | 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 |
| 2024 | CVPR | Non-autoregressive Sequence-to-Sequence Vision-Language Models. | Kunyu Shi, Qi Dong, Luis Goncalves, Zhuowen Tu, Stefano Soatto |
| 2024 | CVPR | WorDepth: Variational Language Prior for Monocular Depth Estimation. | Ziyao Zeng, Daniel Wang, Fengyu Yang, Hyoungseob Park, Stefano Soatto, Dong Lao, Alex Wong |
| 2024 | ECCV | Diffusion Soup: Model Merging for Text-to-Image Diffusion Models. | Benjamin Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto |
| 2024 | ECCV | 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 |
| 2024 | ECCV | AugUndo: Scaling Up Augmentations for Monocular Depth Completion and Estimation. | Yangchao Wu, Tian Yu Liu, Hyoungseob Park, Stefano Soatto, Dong Lao, Alex Wong |
| 2024 | EMNLP | DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models. | Sungnyun Kim, Haofu Liao, Srikar Appalaraju, Peng Tang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan, Stefano Soatto |
| 2024 | ICLR | Critical Learning Periods Emerge Even in Deep Linear Networks. | Michael Kleinman, Alessandro Achille, Stefano Soatto |
| 2024 | ICLR | Tangent Transformers for Composition, Privacy and Removal. | Tian Yu Liu, Aditya Golatkar, Stefano Soatto |
| 2024 | ICLR | Meaning Representations from Trajectories in Autoregressive Models. | Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto |
| 2024 | ICML | Fewer Truncations Improve Language Modeling. | Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto |
| 2024 | ICML | Sub-token ViT Embedding via Stochastic Resonance Transformers. | Dong Lao, Yangchao Wu, Tian Yu Liu, Alex Wong, Stefano Soatto |
| 2023 | AISTATS | Graph Spectral Embedding using the Geodesic Betweenness Centrality. | Shay Deutsch, Stefano Soatto |
| 2023 | CVPR | -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 |
| 2023 | CVPR | 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 |
| 2023 | CVPR | Critical Learning Periods for Multisensory Integration in Deep Networks. | Michael Kleinman, Alessandro Achille, Stefano Soatto |
| 2023 | CVPR | Guided Recommendation for Model Fine-Tuning. | Hao Li, Charless C. Fowlkes, Hao Yang, Onkar Dabeer, Zhuowen Tu, Stefano Soatto |
| 2023 | CVPR | Depth Estimation from Camera Image and mmWave Radar Point Cloud. | Akash Deep Singh, Yunhao Ba, Ankur Sarker, Howard Zhang, Achuta Kadambi, Stefano Soatto, Mani B. Srivastava, Alex Wong |
| 2023 | CVPR | Train/Test-Time Adaptation with Retrieval. | Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto |
| 2023 | ICCV | SAFE: Machine Unlearning With Shard Graphs. | Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto |
| 2023 | ICCV | Tangent Model Composition for Ensembling and Continual Fine-tuning. | Tian Yu Liu, Stefano Soatto |
| 2023 | ICCV | Linear Spaces of Meanings: Compositional Structures in Vision-Language Models. | Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto |
| 2023 | ICLR | Masked Vision and Language Modeling for Multi-modal Representation Learning. | Gukyeong Kwon, Zhaowei Cai, Avinash Ravichandran, Erhan Bas, Rahul Bhotika, Stefano Soatto |
| 2023 | WACV | Harnessing Unrecognizable Faces for Improving Face Recognition. | Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto |
| 2022 | CVPR | Stereoscopic Universal Perturbations across Different Architectures and Datasets. | Zachary Berger, Parth Agrawal, Tian Yu Liu, Stefano Soatto, Alex Wong |
| 2022 | CVPR | MeMOT: Multi-Object Tracking with Memory. | Jiarui Cai, Mingze Xu, Wei Li, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto |
| 2022 | CVPR | Mixed Differential Privacy in Computer Vision. | Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns, Stefano Soatto |
| 2022 | CVPR | Task Adaptive Parameter Sharing for Multi-Task Learning. | Matthew Wallingford, Hao Li, Alessandro Achille, Avinash Ravichandran, Charless C. Fowlkes, Rahul Bhotika, Stefano Soatto |
| 2022 | CVPR | Omni-DETR: Omni-Supervised Object Detection with Transformers. | Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto |
| 2022 | CVPR | Class-Incremental Learning with Strong Pre-trained Models. | Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto |
| 2022 | ECCV | 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 |
| 2022 | ECCV | 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 |
| 2022 | ICLR | DIVA: Dataset Derivative of a Learning Task. | Yonatan Dukler, Alessandro Achille, Giovanni Paolini, Avinash Ravichandran, Marzia Polito, Stefano Soatto |
| 2021 | AAAI | Dynamically Grown Generative Adversarial Networks. | Lanlan Liu, Yuting Zhang, Jia Deng, Stefano Soatto |
| 2021 | AAAI | Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations. | Alex Wong, Mukund Mundhra, Stefano Soatto |
| 2021 | ACL | Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. | Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto |
| 2021 | CVPR | DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping. | Yanchao Yang, Brian Lai, Stefano Soatto |
| 2021 | CVPR | LQF: Linear Quadratic Fine-Tuning. | Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto |
| 2021 | CVPR | Learning Semantic-Aware Dynamics for Video Prediction. | Xinzhu Bei, Yanchao Yang, Stefano Soatto |
| 2021 | CVPR | Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning. | Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless C. Fowlkes, Zhuowen Tu, Stefano Soatto |
| 2021 | CVPR | Compatibility-Aware Heterogeneous Visual Search. | Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto |
| 2021 | CVPR | Mixed-Privacy Forgetting in Deep Networks. | Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto |
| 2021 | CVPR | Positive-Congruent Training: Towards Regression-Free Model Updates. | Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto |
| 2021 | ICCV | Unsupervised Depth Completion with Calibrated Backprojection Layers. | Alex Wong, Stefano Soatto |
| 2021 | ICCV | Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries. | Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto |
| 2021 | ICCV | ARCH++: Animation-Ready Clothed Human Reconstruction Revisited. | Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung |
| 2021 | ICCV | 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 |
| 2021 | ICLR | Estimating informativeness of samples with Smooth Unique Information. | Hrayr Harutyunyan, Alessandro Achille, Giovanni Paolini, Orchid Majumder, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto |
| 2021 | ICLR | Structured Prediction as Translation between Augmented Natural Languages. | Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Ccero Nogueira dos Santos, Bing Xiang, Stefano Soatto |
| 2021 | ICRA | Learned Uncertainty Calibration for Visual Inertial Localization. | Stephanie Tsuei, Stefano Soatto, Paulo Tabuada, Mark B. Milam |
| 2020 | AAAI | Zero Shot Learning with the Isoperimetric Loss. | Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto |
| 2020 | ACCV | Spatial Class Distribution Shift in Unsupervised Domain Adaptation: Local Alignment Comes to Rescue. | Safa Cicek, Ning Xu, Zhaowen Wang, Hailin Jin, Stefano Soatto |
| 2020 | ACCV | DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings. | Tong He, John P. Collomosse, Hailin Jin, Stefano Soatto |
| 2020 | CoRL | 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 |
| 2020 | CVPR | FDA: Fourier Domain Adaptation for Semantic Segmentation. | Yanchao Yang, Stefano Soatto |
| 2020 | CVPR | Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks. | Aditya Golatkar, Alessandro Achille, Stefano Soatto |
| 2020 | CVPR | Towards Backward-Compatible Representation Learning. | Yantao Shen, Yuanjun Xiong, Wei Xia, Stefano Soatto |
| 2020 | CVPR | Learning to Manipulate Individual Objects in an Image. | Yanchao Yang, Yutong Chen, Stefano Soatto |
| 2020 | CVPR | Phase Consistent Ecological Domain Adaptation. | Yanchao Yang, Dong Lao, Ganesh Sundaramoorthi, Stefano Soatto |
| 2020 | ECCV | Disentangled Image Generation for Unsupervised Domain Adaptation. | Safa Cicek, Ning Xu, Zhaowen Wang, Hailin Jin, Stefano Soatto |
| 2020 | ECCV | Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations. | Aditya Golatkar, Alessandro Achille, Stefano Soatto |
| 2020 | ECCV | Incremental Few-Shot Meta-learning via Indirect Discriminant Alignment. | Qing Liu, Orchid Majumder, Alessandro Achille, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto |
| 2020 | ICLR | A Baseline for Few-Shot Image Classification. | Guneet Singh Dhillon, Pratik Chaudhari, Avinash Ravichandran, Stefano Soatto |
| 2020 | ICLR | Meta-Q-Learning. | Rasool Fakoor, Pratik Chaudhari, Stefano Soatto, Alexander J. Smola |
| 2020 | ICLR | Rethinking the Hyperparameters for Fine-tuning. | Hao Li, Pratik Chaudhari, Hao Yang, Michael Lam, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto |
| 2020 | IROS | Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance. | Alexander Schperberg, Kenny Chen, Stephanie Tsuei, Michael Jewett, Joshua Hooks, Stefano Soatto, Ankur Mehta, Dennis W. Hong |
| 2019 | AAAI | Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors. | Tong He, Stefano Soatto |
| 2019 | CVPR | Unsupervised Moving Object Detection via Contextual Information Separation. | Yanchao Yang, Antonio Loquercio, Davide Scaramuzza, Stefano Soatto |
| 2019 | CVPR | Dense Depth Posterior (DDP) From Single Image and Sparse Range. | Yanchao Yang, Alex Wong, Stefano Soatto |
| 2019 | CVPR | GeoNet: Deep Geodesic Networks for Point Cloud Analysis. | Tong He, Haibin Huang, Li Yi, Yuqian Zhou, Chihao Wu, Jue Wang, Stefano Soatto |
| 2019 | CVPR | Meta-Learning With Differentiable Convex Optimization. | Kwonjoon Lee, Subhransu Maji, Avinash Ravichandran, Stefano Soatto |
| 2019 | CVPR | Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction. | Alex Wong, Stefano Soatto |
| 2019 | ICCV | Task2Vec: Task Embedding for Meta-Learning. | Alessandro Achille, Michael Lam, Rahul Tewari, Avinash Ravichandran, Subhransu Maji, Charless C. Fowlkes, Stefano Soatto, Pietro Perona |
| 2019 | ICCV | Unsupervised Domain Adaptation via Regularized Conditional Alignment. | Safa Cicek, Stefano Soatto |
| 2019 | ICCV | Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training. | Avinash Ravichandran, Rahul Bhotika, Stefano Soatto |
| 2019 | ICLR | Critical Learning Periods in Deep Networks. | Alessandro Achille, Matteo Rovere, Stefano Soatto |
| 2018 | CVPR | Empirical Study of the Topology and Geometry of Deep Networks. | Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Stefano Soatto |
| 2018 | CVPR | OATM: Occlusion Aware Template Matching by Consensus Set Maximization. | Simon Korman, Mark Milam, Stefano Soatto |
| 2018 | ECCV | SaaS: Speed as a Supervisor for Semi-supervised Learning. | Safa Cicek, Alhussein Fawzi, Stefano Soatto |
| 2018 | ECCV | Visual-Inertial Object Detection and Mapping. | Xiaohan Fei, Stefano Soatto |
| 2018 | ECCV | Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-identification. | Nikolaos Karianakis, Zicheng Liu, Yinpeng Chen, Stefano Soatto |
| 2018 | ECCV | Conditional Prior Networks for Optical Flow. | Yanchao Yang, Stefano Soatto |
| 2018 | ICLR | Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. | Pratik Chaudhari, Stefano Soatto |
| 2018 | ICLR | Robustness of Classifiers to Universal Perturbations: A Geometric Perspective. | Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto |
| 2018 | ITA | Emergence of Invariance and Disentanglement in Deep Representations. | Alessandro Achille, Stefano Soatto |
| 2018 | ITA | Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks. | Pratik Chaudhari, Stefano Soatto |
| 2017 | ACSSC | Partial differential equations for training deep neural networks. | Pratik Chaudhari, Adam M. Oberman, Stanley J. Osher, Stefano Soatto, Guillaume Carlier |
| 2017 | CVPR | Zero Shot Learning via Multi-scale Manifold Regularization. | Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto |
| 2017 | CVPR | Visual-Inertial-Semantic Scene Representation for 3D Object Detection. | Jingming Dong, Xiaohan Fei, Stefano Soatto |
| 2017 | CVPR | S2F: Slow-to-Fast Interpolator Flow. | Yanchao Yang, Stefano Soatto |
| 2017 | ICLR | 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 |
| 2016 | CVPR | An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability. | Nikolaos Karianakis, Jingming Dong, Stefano Soatto |
| 2016 | ECCV | A Simple Hierarchical Pooling Data Structure for Loop Closure. | Xiaohan Fei, Konstantine Tsotsos, Stefano Soatto |
| 2016 | ECCV | ShapeFit and ShapeKick for Robust, Scalable Structure from Motion. | Thomas A. Goldstein, Paul Hand, Choongbum Lee, Vladislav Voroninski, Stefano Soatto |
| 2016 | IJCAI | Observability, Identifiability and Sensitivity of Vision-Aided Inertial Navigation. | Joshua Hernandez, Konstantine Tsotsos, Stefano Soatto |
| 2016 | ICRA | Intent-aware long-term prediction of pedestrian motion. | Vasiliy Karasev, Alper Ayvaci, Bernd Heisele, Stefano Soatto |
| 2016 | WACV | A mid-level representation of visual structures for video compression. | Georgios Georgiadis, Stefano Soatto |
| 2015 | CVPR | Multi-view feature engineering and learning. | Jingming Dong, Nikolaos Karianakis, Damek Davis, Joshua Hernandez, Jonathan Balzer, Stefano Soatto |
| 2015 | CVPR | Domain-size pooling in local descriptors: DSP-SIFT. | Jingming Dong, Stefano Soatto |
| 2015 | CVPR | Texture representations for image and video synthesis. | Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto |
| 2015 | CVPR | Efficient minimal-surface regularization of perspective depth maps in variational stereo. | Gottfried Graber, Jonathan Balzer, Stefano Soatto, Thomas Pock |
| 2015 | CVPR | Causal video object segmentation from persistence of occlusions. | Brian Taylor, Vasiliy Karasev, Stefano Soatto |
| 2015 | CVPR | Perspective distortion modeling, learning and compensation. | Joachim Valente, Stefano Soatto |
| 2015 | DCC | Exploiting Temporal Redundancy of Visual Structures for Video Compression. | Georgios Georgiadis, Stefano Soatto |
| 2015 | ICCV | Self-Occlusions and Disocclusions in Causal Video Object Segmentation. | Yanchao Yang, Ganesh Sundaramoorthi, Stefano Soatto |
| 2015 | ICRA | A Power-Performance Approach to Comparing Sensor Families, with application to comparing neuromorphic to traditional vision sensors. | Andrea Censi, Erich Mueller, Emilio Frazzoli, Stefano Soatto |
| 2015 | ICRA | Observability, identifiability and sensitivity of vision-aided inertial navigation. | Joshua Hernandez, Konstantine Tsotsos, Stefano Soatto |
| 2015 | ICRA | Robust inference for visual-inertial sensor fusion. | Konstantine Tsotsos, Alessandro Chiuso, Stefano Soatto |
| 2014 | CVPR | Second-Order Shape Optimization for Geometric Inverse Problems in Vision. | Jonathan Balzer, Stefano Soatto |
| 2014 | CVPR | Asymmetric Sparse Kernel Approximations for Large-Scale Visual Search. | Damek Davis, Jonathan Balzer, Stefano Soatto |
| 2014 | CVPR | Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation. | Vasiliy Karasev, Avinash Ravichandran, Stefano Soatto |
| 2014 | WACV | Volumetric reconstruction applied to perceptual studies of size and weight. | Jonathan Balzer, Megan A. K. Peters, Stefano Soatto |
| 2013 | CVPR | CLAM: Coupled Localization and Mapping with Efficient Outlier Handling. | Jonathan Balzer, Stefano Soatto |
| 2013 | CVPR | Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques. | Yun Zeng, Chaohui Wang, Stefano Soatto, Shing-Tung Yau |
| 2013 | DCC | Texture Compression. | Georgios Georgiadis, Alessandro Chiuso, Stefano Soatto |
| 2013 | ITA | Control recognition bounds for visual learning and exploration. | Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto |
| 2012 | CISS | Information gathering control via exploratory path planning. | Luca Valente, Yen-Hsi Richard Tsai, Stefano Soatto |
| 2012 | CVPR | Actionable saliency detection: Independent motion detection without independent motion estimation. | Georgios Georgiadis, Alper Ayvaci, Stefano Soatto |
| 2012 | CVPR | Discovering discriminative action parts from mid-level video representations. | Michalis Raptis, Iasonas Kokkinos, Stefano Soatto |
| 2012 | DCC | Scene-Aware Video Modeling and Compression. | Georgios Georgiadis, Stefano Soatto |
| 2012 | ECCV | Long-Range Spatio-Temporal Modeling of Video with Application to Fire Detection. | Avinash Ravichandran, Stefano Soatto |
| 2012 | ECCV | SuperFloxels: A Mid-level Representation for Video Sequences. | Avinash Ravichandran, Chaohui Wang, Michalis Raptis, Stefano Soatto |
| 2012 | ICPR | Video upscaling via spatio-temporal self-similarity. | Alper Ayvaci, Hailin Jin, Zhe Lin, Scott Cohen, Stefano Soatto |
| 2012 | ITA | Information Forests. | Zhao Yi, Stefano Soatto, Maneesh Dewan, Yiqiang Zhan |
| 2012 | WACV | Fast planar object detection and tracking via edgel templates. | Taehee Lee, Stefano Soatto |
| 2011 | CVPR | Learning and matching multiscale template descriptors for real-time detection, localization and tracking. | Taehee Lee, Stefano Soatto |
| 2011 | DCC | Controlled Recognition Bounds for Scaling and Occlusion Channels. | Stefano Soatto, Alessandro Chiuso |
| 2011 | ISMAR | Edgel templates for fast planar object detection and pose estimation. | Taehee Lee, Stefano Soatto |
| 2010 | ACCV | Analyzing Diving: A Dataset for Judging Action Quality. | Kamil Wnuk, Stefano Soatto |
| 2010 | CVPR | Warping background subtraction. | Teresa Ko, Stefano Soatto, Deborah Estrin |
| 2010 | CVPR | Spike train driven dynamical models for human actions. | Michalis Raptis, Kamil Wnuk, Stefano Soatto |
| 2010 | CVPR | Curious snakes: A minimum latency solution to the cluttered background problem in active contours. | Ganesh Sundaramoorthi, Stefano Soatto, Anthony J. Yezzi |
| 2010 | ECCV | Texture Regimes for Entropy-Based Multiscale Image Analysis. | Sylvain Boltz, Frank Nielsen, Stefano Soatto |
| 2010 | ECCV | Really Quick Shift: Image Segmentation on a GPU. | Brian Fulkerson, Stefano Soatto |
| 2010 | ECCV | Tracklet Descriptors for Action Modeling and Video Analysis. | Michalis Raptis, Stefano Soatto |
| 2010 | ICIP | Earth Mover Distance on superpixels. | Sylvain Boltz, Frank Nielsen, Stefano Soatto |
| 2010 | ISMAR | Feature tracking and object recognition on a hand-held. | Taehee Lee, Stefano Soatto |
| 2009 | CVPR | Categorization in natural time-varying image sequences. | Teresa Ko, Stefano Soatto, Deborah Estrin |
| 2009 | CVPR | On the set of images modulo viewpoint and contrast changes. | Ganesh Sundaramoorthi, Peter Petersen, V. S. Varadarajan, Stefano Soatto |
| 2009 | CVPR | Nonrigid registration combining global and local statistics. | Zhao Yi, Stefano Soatto |
| 2009 | ICCV | Class segmentation and object localization with superpixel neighborhoods. | Brian Fulkerson, Andrea Vedaldi, Stefano Soatto |
| 2009 | ICCV | Actionable information in vision. | Stefano Soatto |
| 2009 | ICIAP | Nonlocal Similarity Image Filtering. | Yifei Lou, Paolo Favaro, Stefano Soatto, Andrea L. Bertozzi |
| 2008 | CVPR | The scale of a texture and its application to segmentation. | Byung-Woo Hong, Stefano Soatto, Kangyu Ni, Tony F. Chan |
| 2008 | CVPR | Edge descriptors for robust wide-baseline correspondence. | Jason Meltzer, Stefano Soatto |
| 2008 | CVPR | Joint data alignment up to (lossy) transformations. | Andrea Vedaldi, Gregorio Guidi, Stefano Soatto |
| 2008 | CVPR | Relaxed matching kernels for robust image comparison. | Andrea Vedaldi, Stefano Soatto |
| 2008 | CVPR | Filtering Internet image search results towards keyword based category recognition. | Kamil Wnuk, Stefano Soatto |
| 2008 | ECCV | Localizing Objects with Smart Dictionaries. | Brian Fulkerson, Andrea Vedaldi, Stefano Soatto |
| 2008 | ECCV | Background Subtraction on Distributions. | Teresa Ko, Stefano Soatto, Deborah Estrin |
| 2008 | ECCV | Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images. | Ryuzo Okada, Stefano Soatto |
| 2008 | ECCV | Quick Shift and Kernel Methods for Mode Seeking. | Andrea Vedaldi, Stefano Soatto |
| 2007 | CVPR | On the Blind Classification of Time Series. | Alessandro Bissacco, Stefano Soatto |
| 2007 | CVPR | Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression. | Alessandro Bissacco, Ming-Hsuan Yang, Stefano Soatto |
| 2007 | CVPR | Joint Priors for Variational Shape and Appearance Modeling. | Jeremy D. Jackson, Anthony J. Yezzi, Stefano Soatto |
| 2007 | CVPR | Autocalibration and Uncalibrated Reconstruction of Shape from Defocus. | Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto |
| 2007 | CVPR | Moving Forward in Structure From Motion. | Andrea Vedaldi, Gregorio Guidi, Stefano Soatto |
| 2007 | ICCV | Proximity Distribution Kernels for Geometric Context in Category Recognition. | Haibin Ling, Stefano Soatto |
| 2007 | ICCV | A Study of Face Recognition as People Age. | Haibin Ling, Stefano Soatto, Narayanan Ramanathan, David W. Jacobs |
| 2007 | ICCV | Correspondence Transfer for the Registration of Multimodal Images. | Zhao Yi, Stefano Soatto |
| 2006 | CVPR | Classifying Human Dynamics Without Contact Forces. | Alessandro Bissacco, Stefano Soatto |
| 2006 | CVPR | Shape Representation based on Integral Kernels: Application to Image Matching and Segmentation. | Byung-Woo Hong, Emmanuel Prados, Stefano Soatto, Luminita A. Vese |
| 2006 | CVPR | 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 |
| 2006 | CVPR | Local Features, All Grown Up. | Andrea Vedaldi, Stefano Soatto |
| 2006 | CVPR | Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation. | Dejun Wang, Stefano Soatto, Emmanuel Prados |
| 2006 | ECCV | Viewpoint Induced Deformation Statistics and the Design of Viewpoint Invariant Features: Singularities and Occlusions. | Andrea Vedaldi, Stefano Soatto |
| 2006 | FCCM | High Performance Feature Detection on a Reconfigurable Co-Processor. | Jia Ming Mar, Alessandro Bissacco, Stefano Soatto, Soheil Ghiasi |
| 2005 | ICCV | Layered Active Appearance Models. | Eagle Jones, Stefano Soatto |
| 2005 | ICCV | KALMANSAC: Robust Filtering by Consensus. | Andrea Vedaldi, Hailin Jin, Paolo Favaro, Stefano Soatto |
| 2005 | ICCV | Features for Recognition: Viewpoint Invariance for Non-Planar Scenes. | Andrea Vedaldi, Stefano Soatto |
| 2004 | CVPR | A Variational Approach to Scene Reconstruction and Image Segmentation from Motion-Blur Cues. | Paolo Favaro, Stefano Soatto |
| 2004 | CVPR | Shedding Light on Stereoscopic Segmentation. | Hailin Jin, Daniel Cremers, Anthony J. Yezzi, Stefano Soatto |
| 2004 | ECCV | Spatially Homogeneous Dynamic Textures. | Gianfranco Doretto, Eagle Jones, Stefano Soatto |
| 2004 | ECCV | Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion. | Paolo Favaro, Martin Burger, Stefano Soatto |
| 2004 | ECCV | Region-Based Segmentation on Evolving Surfaces with Application to 3D Reconstruction of Shape and Piecewise Constant Radiance. | Hailin Jin, Anthony J. Yezzi, Stefano Soatto |
| 2004 | ECCV | Integral Invariant Signatures. | Siddharth Manay, Byung-Woo Hong, Anthony J. Yezzi, Stefano Soatto |
| 2004 | ECCV | Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis. | Jason Meltzer, Ming-Hsuan Yang, Rakesh Gupta, Stefano Soatto |
| 2004 | ECCV | Modeling and Synthesis of Facial Motion Driven by Speech. | Payam Saisan, Alessandro Bissacco, Alessandro Chiuso, Stefano Soatto |
| 2004 | IROS | Simultaneous localization and mapping using multiple view feature descriptors. | Jason Meltzer, Rakesh Gupta, Ming-Hsuan Yang, Stefano Soatto |
| 2004 | SIGGRAPH | Multiple-view geometry for image-based modeling. | Jana Koseck, Yi Ma, Stefano Soatto, Ren Vidal |
| 2003 | CVPR | Editable Dynamic Textures. | Gianfranco Doretto, Stefano Soatto |
| 2003 | CVPR | 3D Shape from Anisotropic Diffusion. | Paolo Favaro, Stanley J. Osher, Stefano Soatto, Luminita A. Vese |
| 2003 | CVPR | Seeing Beyond Occlusions (and other marvels of a finite lens aperture). | Paolo Favaro, Stefano Soatto |
| 2003 | CVPR | Multi-view Stereo Beyond Lambert. | Hailin Jin, Stefano Soatto, Anthony J. Yezzi |
| 2003 | CVPR | Structure From Motion for Scenes Without Features. | Anthony J. Yezzi, Stefano Soatto |
| 2003 | ICCV | Variational Space-Time Motion Segmentation. | Daniel Cremers, Stefano Soatto |
| 2003 | ICCV | Dynamic Texture Segmentation. | Gianfranco Doretto, Daniel Cremers, Paolo Favaro, Stefano Soatto |
| 2003 | ICCV | Shape Representation via Harmonic Embedding. | Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto |
| 2003 | ICCV | On Exploiting Occlusions in Multiple-view Geometry. | Paolo Favaro, Alessandro Duci, Yi Ma, Stefano Soatto |
| 2003 | ICCV | Tales of Shape and Radiance in Multi-view Stereo. | Stefano Soatto, Anthony J. Yezzi, Hailin Jin |
| 2002 | ECCV | Region Matching with Missing Parts. | Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto |
| 2002 | ECCV | Learning Shape from Defocus. | Paolo Favaro, Stefano Soatto |
| 2002 | ECCV | DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images. | Stefano Soatto, Anthony J. Yezzi |
| 2002 | SIGGRAPH | Editable dynamic textures. | Gianfranco Doretto, Stefano Soatto |
| 2001 | CVPR | Recognition of Human Gaits. | Alessandro Bissacco, Alessandro Chiuso, Yi Ma, Stefano Soatto |
| 2001 | CVPR | Dynamic Texture Recognition. | Payam Saisan, Gianfranco Doretto, Ying Nian Wu, Stefano Soatto |
| 2001 | ICCV | Real-time Virtual Object Insertion. | Paolo Favaro, Hailin Jin, Stefano Soatto |
| 2001 | ICCV | Real-Time Feature Tracking and Outlier Rejection with Changes in Illumination. | Hailin Jin, Paolo Favaro, Stefano Soatto |
| 2001 | ICCV | Dynamic Textures. | Stefano Soatto, Gianfranco Doretto, Ying Nian Wu |
| 2001 | ICCV | Stereoscopic Segmentation. | Anthony J. Yezzi, Stefano Soatto |
| 2001 | ICIAP | A Semi-direct Approach to Structure from Motion. | Paolo Favaro, Hailin Jin, Stefano Soatto |
| 2000 | CVPR | 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 |
| 2000 | CVPR | Stereoscopic Shading: Integrating Mult1Frame Shape Cues in a Variational Framework. | Hailin Jin, Stefano Soatto, Anthony J. Yezzi |
| 2000 | CVPR | A Geometric Approach to Blind Deconvolution with Application to Shape from Defocu. | Stefano Soatto, Paolo Favaro |
| 2000 | ECCV | 3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation. | Alessandro Chiuso, Paolo Favaro, Hailin Jin, Stefano Soatto |
| 2000 | ECCV | Shape and Radiance Estimation from the Information-Divergence of Blurred Images. | Paolo Favaro, Stefano Soatto |
| 1999 | ICCV | Euclidean Reconstruction and Reprojection up to Subgroups. | Yi Ma, Stefano Soatto, Jana Kosecka, Shankar Sastry |
| 1999 | ICIAP | On Observing Shape from Defocused Images. | Andrea Mennucci, Stefano Soatto |
| 1998 | CVPR | Optimal Structure from Motion: Local Ambiguities and Global Estimates. | Stefano Soatto, Roger W. Brockett |
| 1996 | CVPR | Motion from fixation. | Stefano Soatto, Pietro Perona |
| 1996 | CVPR | Reducing "structure from motion". | Stefano Soatto, Pietro Perona |
| 1995 | ICCV | Dynamic Rigid Motion Estimation from Weak Perspective. | Stefano Soatto, Pietro Perona |
| 1995 | ICIP | Visual motion estimation from point features: unified view. | Stefano Soatto, Pietro Perona |
| 1994 | ECCV | Motion Estimation on the Essential Manifold. | Stefano Soatto, Ruggero Frezza, Pietro Perona |
| 1994 | ICIP | Dynamic Visual Motion Estimation from Subspace Constraints. | Stefano Soatto, Pietro Perona |
| 1994 | ICIP | Recursive Estimation of Camera Motion from Uncalibrated Image Sequences. | Stefano Soatto, Pietro Perona |
| 1993 | CVPR | Recursive motion and structure estimation with complete error characterization. | Stefano Soatto, Pietro Perona, Ruggero Frezza, Giorgio Picci |