Essa, Irfan A.

48 publications

NeurIPS 2023 SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan A. Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander Hauptmann, Lu Jiang

NeurIPS 2023 StyleDrop: Text-to-Image Synthesis of Any Style Kihyuk Sohn, Lu Jiang, Jarred Barber, Kimin Lee, Nataniel Ruiz, Dilip Krishnan, Huiwen Chang, Yuanzhen Li, Irfan A. Essa, Michael Rubinstein, Yuan Hao, Glenn Entis, Irina Blok, Daniel Castro Chin

NeurIPS 2022 VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement Erik Wijmans, Irfan A. Essa, Dhruv Batra

WACV 2019 Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, Irfan A. Essa

ICCVW 2019 Floors Are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction Steven Hickson, Karthik Raveendran, Alireza Fathi, Kevin Murphy, Irfan A. Essa

WACV 2019 Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition Unaiza Ahsan, Rishi Madhok, Irfan A. Essa

WACV 2017 Complex Event Recognition from Images with Few Training Examples Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa

WACV 2016 Discovering Picturesque Highlights from Egocentric Vacation Videos Vinay Bettadapura, Daniel Castro, Irfan A. Essa

WACV 2015 Egocentric Field-of-View Localization Using First-Person Point-of-View Devices Vinay Bettadapura, Irfan A. Essa, Caroline Pantofaru

WACV 2015 Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson

WACV 2015 Leveraging Context to Support Automated Food Recognition in Restaurants Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa

WACV 2015 Semantic Instance Labeling Leveraging Hierarchical Segmentation Steven Hickson, Irfan A. Essa, Henrik I. Christensen

CVPRW 2014 Clustering Social Event Images Using Kernel Canonical Correlation Analysis Unaiza Ahsan, Irfan A. Essa

AISTATS 2013 Beyond Sentiment: The Manifold of Human Emotions Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa

ICLR 2013 The Manifold of Human Emotions Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa

CVPR 2012 Detecting Regions of Interest in Dynamic Scenes with Camera Motions Kihwan Kim, Dongryeol Lee, Irfan A. Essa

ECCV 2012 Weakly Supervised Learning of Object Segmentations from Web-Scale Video Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar

ECCVW 2012 Weakly Supervised Learning of Object Segmentations from Web-Scale Video Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar

CVPR 2011 Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths Matthias Grundmann, Vivek Kwatra, Irfan A. Essa

ICCV 2011 Gaussian Process Regression Flow for Analysis of Motion Trajectories Kihwan Kim, Dongryeol Lee, Irfan A. Essa

CVPR 2010 Discontinuous Seam-Carving for Video Retargeting Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa

CVPR 2010 Efficient Hierarchical Graph-Based Video Segmentation Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa

CVPR 2010 Motion Fields to Predict Play Evolution in Dynamic Sport Scenes Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain A. Matthews, Jessica K. Hodgins, Irfan A. Essa

CVPR 2010 Player Localization Using Multiple Static Cameras for Sports Visualization Raffay Hamid, Ramkrishan K. Kumar, Matthias Grundmann, Kihwan Kim, Irfan A. Essa, Jessica K. Hodgins

AAAI 2007 Discovering Multivariate Motifs Using Subsequence Density Estimation and Greedy Mixture Learning David Minnen, Charles Lee Isbell Jr., Irfan A. Essa, Thad Starner

IJCAI 2007 Improving Activity Discovery with Automatic Neighborhood Estimation David Minnen, Thad Starner, Irfan A. Essa, Charles Lee Isbell Jr.

ICCV 2007 Structure from Statistics - Unsupervised Activity Analysis Using Suffix Trees Raffay Hamid, Siddhartha Maddi, Aaron F. Bobick, Irfan A. Essa

CVPR 2007 Tree-Based Classifiers for Bilayer Video Segmentation Pei Yin, Antonio Criminisi, John M. Winn, Irfan A. Essa

CVPR 2006 Element-Free Elastic Models for Volume Fitting and Capture Jaeil Choi, Andrzej Szymczak, Greg Turk, Irfan A. Essa

CVPR 2006 Learning Temporal Sequence Model from Partially Labeled Data Yifan Shi, Aaron F. Bobick, Irfan A. Essa

CVPR 2005 Tracking Multiple Objects Through Occlusions Yan Huang, Irfan A. Essa

UAI 2005 Unsupervised Activity Discovery and Characterization from Event-Streams Rafay Hammid, Siddhartha Maddi, Amos Y. Johnson, Aaron F. Bobick, Irfan A. Essa, Charles Lee Isbell Jr.

CVPR 2004 Asymmetrically Boosted HMM for Speech Reading Pei Yin, Irfan A. Essa, James M. Rehg

ECCV 2004 Novel Skeletal Representation for Articulated Creatures Gabriel J. Brostow, Irfan A. Essa, Drew Steedly, Vivek Kwatra

CVPR 2004 Propagation Networks for Recognition of Partially Ordered Sequential Action Yifan Shi, Yan Huang, David Minnen, Aaron F. Bobick, Irfan A. Essa

CVPRW 2003 ARGMode - Activity Recognition Using Graphical Models Raffay Hamid, Yan Huang, Irfan A. Essa

CVPR 2003 Expectation Grammars: Leveraging High-Level Expectations for Activity Recognition David Minnen, Irfan A. Essa, Thad Starner

ICCV 2003 Spectral Partitioning for Structure from Motion Drew Steedly, Irfan A. Essa, Frank Dellaert

AAAI 2002 Recognizing Multitasked Activities from Video Using Stochastic Context-Free Grammar Darnell J. Moore, Irfan A. Essa

CVPR 2001 Depth Layers from Occlusions Arno Schödl, Irfan A. Essa

ICCV 2001 Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion Drew Steedly, Irfan A. Essa

CVPR 2000 Detecting and Tracking Eyes by Using Their Physiological Properties, Dynamics, and Appearance Antonio Haro, Myron Flickner, Irfan A. Essa

NeurIPS 2000 Machine Learning for Video-Based Rendering Arno Schödl, Irfan A. Essa

ICCV 1999 Exploiting Human Actions and Object Context for Recognition Tasks Darnell J. Moore, Irfan A. Essa, Monson H. Hayes

ICCV 1999 Motion Based Decompositing of Video Gabriel J. Brostow, Irfan A. Essa

ICCV 1995 Facial Expression Recognition Using a Dynamic Model and Motion Energy Irfan A. Essa, Alex Pentland

CVPR 1994 A Vision System for Observing and Extracting Facial Action Parameters Irfan A. Essa, Alex Pentland

NeurIPS 1994 Correlation and Interpolation Networks for Real-Time Expression Analysis/Synthesis Trevor Darrell, Irfan A. Essa, Alex Pentland