ML Anthology

Sclaroff, Stan

99 publications

AAAI 2023 Practical Disruption of Image Translation Deepfake Networks Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie, Stan Sclaroff
CVPRW 2023 The 7th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa
ECCV 2022 A Broad Study of Pre-Training for Domain Generalization and Adaptation Donghyun Kim, Kaihong Wang, Stan Sclaroff, Kate Saenko
ECCV 2022 A Unified Framework for Domain Adaptive Pose Estimation Donghyun Kim, Kaihong Wang, Kate Saenko, Margrit Betke, Stan Sclaroff
NeurIPS 2022 Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz, Sarah Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
CVPR 2022 Many-to-Many Splatting for Efficient Video Frame Interpolation Ping Hu, Simon Niklaus, Stan Sclaroff, Kate Saenko
CVPR 2022 Simulated Adversarial Testing of Face Recognition Models Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan Yuille, Stan Sclaroff
CVPRW 2022 The 6th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa
ICCV 2021 CDS: Cross-Domain Self-Supervised Pre-Training Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko
WACV 2021 Distillation Multiple Choice Learning for Multimodal Action Recognition Nuno Cruz Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff
CVPRW 2021 Explainable Deep Classification Models for Domain Generalization Andrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki, Jianming Zhang, Stan Sclaroff, Vittorio Murino, Kate Saenko
ICCV 2021 Learning Cross-Modal Contrastive Features for Video Domain Adaptation Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker
ICCVW 2021 MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gérard G. Medioni
ICCVW 2021 Self-Supervised Visual Attribute Learning for Fashion Compatibility Donghyun Kim, Kuniaki Saito, Samarth Mishra, Stan Sclaroff, Kate Saenko, Bryan A. Plummer
CVPR 2021 Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers Qi Feng, Vitaly Ablavsky, Qinxun Bai, Stan Sclaroff
CVPRW 2021 The 5th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. López, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff
ICCV 2021 Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko
WACV 2020 DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation Ping Hu, Jun Liu, Gang Wang, Vitaly Ablavsky, Kate Saenko, Stan Sclaroff
ECCVW 2020 Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
AAAI 2020 MULE: Multimodal Universal Language Embedding Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer
WACV 2020 Multi-Way Encoding for Robustness Donghyun Kim, Sarah Bargal, Jianming Zhang, Stan Sclaroff
WACV 2020 Real-Time Visual Object Tracking with Natural Language Description Qi Feng, Vitaly Ablavsky, Qinxun Bai, Guorong Li, Stan Sclaroff
NeurIPS 2020 Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation Ping Hu, Stan Sclaroff, Kate Saenko
NeurIPS 2020 Universal Domain Adaptation Through Self Supervision Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko
CVPRW 2019 Are CNN Predictions Based on Reasonable Evidence? Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff
ICML 2019 Generalized Majorization-Minimization Sobhan Naderi Parizi, Kun He, Reza Aghajani, Stan Sclaroff, Pedro Felzenszwalb
AAAI 2019 Multilevel Language and Vision Integration for Text-to-CLIP Retrieval Huijuan Xu, Kun He, Bryan A. Plummer, Leonid Sigal, Stan Sclaroff, Kate Saenko
ECCV 2018 Hashing with Binary Matrix Pursuit Fatih Cakir, Kun He, Stan Sclaroff
ICCV 2017 MIHash: Online Hashing with Mutual Information Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff
CVPR 2017 Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, Hanspeter Pfister
ICML 2016 Differential Geometric Regularization for Supervised Learning of Classifiers Qinxun Bai, Steven Rosenberg, Zheng Wu, Stan Sclaroff
WACV 2016 Discovering Useful Parts for Pose Estimation in Sparsely Annotated Datasets Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke
CVPR 2016 Learning Activity Progression in LSTMs for Activity Detection and Early Detection Shugao Ma, Leonid Sigal, Stan Sclaroff
ECCV 2016 Top-Down Neural Attention by Excitation Backprop Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff
CVPR 2016 Unconstrained Salient Object Detection via Proposal Subset Optimization Jianming Zhang, Stan Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomir Mech
ICCV 2015 Adaptive Hashing for Fast Similarity Search Fatih Cakir, Stan Sclaroff
ICCV 2015 Minimum Barrier Salient Object Detection at 80 FPS Jianming Zhang, Stan Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomir Mech
CVPR 2015 Salient Object Subitizing Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomir Mech
CVPR 2015 Space-Time Tree Ensemble for Action Recognition Shugao Ma, Leonid Sigal, Stan Sclaroff
WACV 2014 3D Pose Estimation of Bats in the Wild Mikhail Breslav, Nathan W. Fuller, Stan Sclaroff, Margrit Betke
ICML 2014 A Bayesian Framework for Online Classifier Ensemble Qinxun Bai, Henry Lam, Stan Sclaroff
ECCV 2014 MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization Jianming Zhang, Shugao Ma, Stan Sclaroff
ECCV 2014 Parameterizing Object Detectors in the Continuous Pose Space Kun He, Leonid Sigal, Stan Sclaroff
ICCV 2013 Action Recognition and Localization by Hierarchical Space-Time Segments Shugao Ma, Jianming Zhang, Nazli Ikizler-Cinbis, Stan Sclaroff
ICCVW 2013 Joint Alignment and Modeling of Correlated Behavior Streams Liliana Lo Presti, Stan Sclaroff, Agata Rozga
ICCV 2013 Randomized Ensemble Tracking Qinxun Bai, Zheng Wu, Stan Sclaroff, Margrit Betke, Camille Monnier
ICCV 2013 Saliency Detection: A Boolean mAP Approach Jianming Zhang, Stan Sclaroff
ECCV 2012 Contextual Object Detection Using Set-Based Classification Ramazan Gokberk Cinbis, Stan Sclaroff
CVPR 2012 Coupling Detection and Data Association for Multiple Object Tracking Zheng Wu, Ashwin Thangali, Stan Sclaroff, Margrit Betke
CVPR 2012 Scale Resilient, Rotation Invariant Articulated Object Matching Hao Jiang, Tai-Peng Tian, Kun He, Stan Sclaroff
ECCV 2012 Unsupervised Learning of Discriminative Relative Visual Attributes Shugao Ma, Stan Sclaroff, Nazli Ikizler-Cinbis
ECCVW 2012 Unsupervised Learning of Discriminative Relative Visual Attributes Shugao Ma, Stan Sclaroff, Nazli Ikizler-Cinbis
CVPR 2011 Exploiting Phonological Constraints for Handshape Inference in ASL Video Ashwin Thangali, Joan P. Nash, Stan Sclaroff, Carol Neidle
ICCV 2011 Learning Parameterized Histogram Kernels on the Simplex Manifold for Image and Action Classification Vitaly Ablavsky, Stan Sclaroff
CVPR 2011 Scale and Rotation Invariant Matching Using Linearly Augmented Trees Hao Jiang, Tai-Peng Tian, Stan Sclaroff
CVPR 2010 Fast Globally Optimal 2D Human Detection with Loopy Graph Models Tai-Peng Tian, Stan Sclaroff
ECCV 2010 Fast Multi-Aspect 2D Human Detection Tai-Peng Tian, Stan Sclaroff
ECCV 2010 Object, Scene and Actions: Combining Multiple Features for Human Action Recognition Nazli Ikizler-Cinbis, Stan Sclaroff
CVPRW 2009 An Alignment Based Similarity Measure for Hand Detection in Cluttered Sign Language Video Ashwin Thangali, Stan Sclaroff
ICCV 2009 Is a Detector Only Good for Detection? Quan Yuan, Stan Sclaroff
ICCV 2009 Learning Actions from the Web Nazli Ikizler-Cinbis, Ramazan Gokberk Cinbis, Stan Sclaroff
CVPR 2009 Reducing JointBoost-Based Multiclass Classification to Proximity Search Alexandra Stefan, Vassilis Athitsos, Quan Yuan, Stan Sclaroff
CVPR 2008 Layered Graphical Models for Tracking Partially-Occluded Objects Vitaly Ablavsky, Ashwin Thangali, Stan Sclaroff
CVPR 2008 Multiplicative Kernels: Object Detection, Segmentation and Pose Estimation Quan Yuan, Ashwin Thangali, Vitaly Ablavsky, Stan Sclaroff
CVPRW 2008 The American Sign Language Lexicon Video Dataset Vassilis Athitsos, Carol Neidle, Stan Sclaroff, Joan P. Nash, Alexandra Stefan, Quan Yuan, Ashwin Thangali
ECCV 2008 Tracking with Dynamic Hidden-State Shape Models Zheng Wu, Margrit Betke, Jingbin Wang, Vassilis Athitsos, Stan Sclaroff
ICCV 2007 ClassMap: Efficient Multiclass Recognition via Embeddings Vassilis Athitsos, Alexandra Stefan, Quan Yuan, Stan Sclaroff
CVPR 2007 Parameter Sensitive Detectors Quan Yuan, Ashwin Thangali, Vitaly Ablavsky, Stan Sclaroff
ICCV 2007 Simultaneous Learning of Nonlinear Manifold and Dynamical Models for High-Dimensional Time Series Rui Li, Tai-Peng Tian, Stan Sclaroff
ECCV 2006 Detecting Instances of Shape Classes That Exhibit Variable Structure Vassilis Athitsos, Jingbin Wang, Stan Sclaroff, Margrit Betke
ECCV 2006 Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers Rui Li, Ming-Hsuan Yang, Stan Sclaroff, Tai-Peng Tian
CVPR 2005 Articulated Pose Estimation in a Learned Smooth Space of Feasible Solutions Tai-Peng Tian, Rui Li, Stan Sclaroff
CVPRW 2005 Articulated Pose Estimation in a Learned Smooth Space of Feasible Solutions Tai-Peng Tian, Rui Li, Stan Sclaroff
CVPR 2005 Boosting Nearest Neighbor Classifiers for Multiclass Recognition Vassilis Athitsos, Stan Sclaroff
CVPRW 2005 Boosting Nearest Neighbor Classifiers for Multiclass Recognition Vassilis Athitsos, Stan Sclaroff
CVPR 2005 Efficient Nearest Neighbor Classification Using a Cascade of Approximate Similarity Measures Vassilis Athitsos, Jonathan Alon, Stan Sclaroff
CVPR 2005 Face Identification by a Cascade of Rejection Classifiers Quan Yuan, Ashwin Thangali, Stan Sclaroff
CVPRW 2005 Face Identification by a Cascade of Rejection Classifiers Quan Yuan, Ashwin Thangali, Stan Sclaroff
CVPR 2004 BoostMap: A Method for Efficient Approximate Similarity Rankings Vassilis Athitsos, Jonathan Alon, Stan Sclaroff, George Kollios
CVPR 2003 Discovering Clusters in Motion Time-Series Data Jonathan Alon, Stan Sclaroff, George Kollios, Vladimir Pavlovic
CVPR 2003 Estimating 3D Hand Pose from a Cluttered Image Vassilis Athitsos, Stan Sclaroff
ICCV 2003 Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter Jing Zhong, Stan Sclaroff
ICCV 2003 Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints John Isidoro, Stan Sclaroff
ICCV 2001 3D Hand Pose Reconstruction Using Specialized Mappings Rómer Rosales, Vassilis Athitsos, Leonid Sigal, Stan Sclaroff
CVPR 2001 Estimating 3D Body Pose Using Uncalibrated Cameras Rómer Rosales, Matheen Siddiqui, Jonathan Alon, Stan Sclaroff
NeurIPS 2001 Learning Body Pose via Specialized Maps Rómer Rosales, Stan Sclaroff
ICCV 2001 Region Segmentation via Deformable Model-Guided Split and Merge Lifeng Liu, Stan Sclaroff
CVPR 2000 Estimation and Prediction of Evolving Color Distributions for Skin Segmentation Under Varying Illumination Leonid Sigal, Stan Sclaroff, Vassilis Athitsos
CVPR 2000 Inferring Body Pose Without Tracking Body Parts Rómer Rosales, Stan Sclaroff
CVPR 2000 Recursive Estimation of Motion and Planar Structure Jonathan Alon, Stan Sclaroff
CVPR 1999 3D Trajectory Recovery for Tracking Multiple Objects and Trajectory Guided Recognition of Actions Rómer Rosales, Stan Sclaroff
CVPR 1999 Deformable Shape Detection and Description via Model-Based Region Lifeng Liu, Stan Sclaroff
CVPR 1999 Fast, Reliable Head Tracking Under Varying Illumination Marco La Cascia, Stan Sclaroff
ICCV 1998 Active Blobs Stan Sclaroff, John Isidoro
CVPR 1998 Head Tracking via Robust Registration in Texture mAP Images Marco La Cascia, John Isidoro, Stan Sclaroff
CVPR 1994 Object Representation for Object Recognition Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman
ICCV 1993 A Modal Framework for Correspondence and Description Stan Sclaroff, Alex Pentland
CVPR 1991 Closed-Form Solutions for Physically-Based Shape Modeling and Recognition Stan Sclaroff, Alex Pentland
ICCV 1990 Segmentation by Minimal Description Trevor Darrell, Stan Sclaroff, Alex Pentland