Inferring Temporal Compositions of Actions Using Probabilistic Automata

Apr 28, 2020
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

* Accepted in Workshop on Compositionality in Computer Vision at CVPR, 2020 

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LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

Apr 06, 2020
Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu, Chen Feng

* Accepted to CVPR 2020 

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Spatio-Temporal Ranked-Attention Networks for Video Captioning

Jan 17, 2020
Anoop Cherian, Jue Wang, Chiori Hori, Tim K. Marks


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The Eighth Dialog System Technology Challenge

Nov 14, 2019
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta

* Submitted to NeurIPS 2019 3rd Conversational AI Workshop 

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Discriminative Video Representation Learning Using Support Vector Classifiers

Sep 05, 2019
Jue Wang, Anoop Cherian

* arXiv admin note: substantial text overlap with arXiv:1803.10628 

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GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection

Aug 16, 2019
Jue Wang, Anoop Cherian

* Accepted by ICCV 2019, 8 pages 

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Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function

May 15, 2019
Arvind U. Raghunathan, Anoop Cherian, Devesh K. Jha

* Accepted at International Conference on Machine Learning (ICML), 2019 

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Audio-Visual Scene-Aware Dialog

Jan 25, 2019
Huda Alamri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori


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Second-order Temporal Pooling for Action Recognition

Aug 07, 2018
Anoop Cherian, Stephen Gould

* Accepted in the International Journal of Computer Vision (IJCV) 

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Learning Discriminative Video Representations Using Adversarial Perturbations

Jul 26, 2018
Jue Wang, Anoop Cherian

* Accepted in ECCV 2018 as an oral presentation 

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Sem-GAN: Semantically-Consistent Image-to-Image Translation

Jul 12, 2018
Anoop Cherian, Alan Sullivan


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End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features

Jun 30, 2018
Chiori Hori, Huda Alamri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh

* A prototype system for the Audio Visual Scene-aware Dialog (AVSD) at DSTC7 

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Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7

Jun 01, 2018
Huda Alamri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori


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Video Representation Learning Using Discriminative Pooling

Mar 29, 2018
Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould

* 8 pages, 7 figures, Accepted in CVPR2018. arXiv admin note: substantial text overlap with arXiv:1704.01716 

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Non-Linear Temporal Subspace Representations for Activity Recognition

Mar 27, 2018
Anoop Cherian, Suvrit Sra, Stephen Gould, Richard Hartley

* Accepted at the IEEE International Conference on Computer Vision and Pattern Recognition, CVPR, 2018. arXiv admin note: substantial text overlap with arXiv:1705.08583 

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Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective

Mar 23, 2018
Suryansh Kumar, Anoop Cherian, Yuchao Dai, Hongdong Li

* 10 pages, 7 figure, 4 tables. Accepted for publication in Conference on Computer Vision and Pattern Recognition (CVPR), 2018, typos fixed and acknowledgement added 

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Neural Algebra of Classifiers

Jan 26, 2018
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

* 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Human Action Forecasting by Learning Task Grammars

Sep 19, 2017
Tengda Han, Jue Wang, Anoop Cherian, Stephen Gould


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Human Pose Forecasting via Deep Markov Models

Sep 05, 2017
Sam Toyer, Anoop Cherian, Tengda Han, Stephen Gould

* Accepted to DICTA'17 

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Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version)

Aug 05, 2017
Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos

* Accepted at the International Conference on Computer Vision (ICCV) 

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Generalized Rank Pooling for Activity Recognition

Jul 22, 2017
Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

* Accepted at IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

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Sequence Summarization Using Order-constrained Kernelized Feature Subspaces

May 24, 2017
Anoop Cherian, Suvrit Sra, Richard Hartley


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DeepPermNet: Visual Permutation Learning

Apr 10, 2017
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

* Accepted in IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2017 

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Action Representation Using Classifier Decision Boundaries

Apr 06, 2017
Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould


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Ordered Pooling of Optical Flow Sequences for Action Recognition

Apr 06, 2017
Jue Wang, Anoop Cherian, Fatih Porikli

* Accepted in WACV 2017 

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Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition

Jan 19, 2017
Anoop Cherian, Piotr Koniusz, Stephen Gould

* 9 pages 

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Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version)

Jul 28, 2016
Piotr Koniusz, Anoop Cherian, Fatih Porikli


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On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization

Jul 21, 2016
Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo

* 16 pages, 6 figures 

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Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices

Dec 17, 2015
Anoop Cherian, Suvrit Sra


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Dictionary Learning and Sparse Coding for Third-order Super-symmetric Tensors

Sep 09, 2015
Piotr Koniusz, Anoop Cherian

* 13 pages, NIPS 

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