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Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning


Oct 13, 2021
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori

* https://dstc10.dstc.community/home and https://github.com/dialogtekgeek/AVSD-DSTC10_Official/ 

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A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction


Oct 06, 2021
Moitreya Chatterjee, Narendra Ahuja, Anoop Cherian

* Accepted at ICCV 2021 (Oral) 

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Visual Scene Graphs for Audio Source Separation


Sep 24, 2021
Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian

* Accepted at ICCV 2021 

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InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images


Aug 31, 2021
Anoop Cherian, Goncalo Dias Pais, Siddarth Jain, Tim K. Marks, Alan Sullivan

* Accepted at ICCV 2021 

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Generalized One-Class Learning Using Pairs of Complementary Classifiers


Jun 24, 2021
Anoop Cherian, Jue Wang

* Accepted at Trans. PAMI. arXiv admin note: text overlap with arXiv:1908.05884 

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Learning Log-Determinant Divergences for Positive Definite Matrices


Apr 13, 2021
Anoop Cherian, Panagiotis Stanitsas, Jue Wang, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos

* Accepted at Trans. PAMI (extended version of ICCV 2017 paper). arXiv admin note: substantial text overlap with arXiv:1708.01741 

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Tensor Representations for Action Recognition


Dec 29, 2020
Piotr Koniusz, Lei Wang, Anoop Cherian

* Published with TPAMI, 2020. arXiv admin note: substantial text overlap with arXiv:1604.00239, as this is a journal extension of arXiv:1604.00239 

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Optimizing Deep Neural Networks via Discretization of Finite-Time Convergent Flows


Oct 09, 2020
Mouhacine Benosman, Orlando Romero, Anoop Cherian


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Sound2Sight: Generating Visual Dynamics from Sound and Context


Jul 23, 2020
Anoop Cherian, Moitreya Chatterjee, Narendra Ahuja

* Accepted at ECCV 2020 

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Representation Learning via Adversarially-Contrastive Optimal Transport


Jul 11, 2020
Anoop Cherian, Shuchin Aeron

* Accepted at ICML 2020 

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Spatio-Temporal Scene Graphs for Video Dialog


Jul 08, 2020
Shijie Geng, Peng Gao, Chiori Hori, Jonathan Le Roux, Anoop Cherian


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Dense Non-Rigid Structure from Motion: A Manifold Viewpoint


Jun 15, 2020
Suryansh Kumar, Luc Van Gool, Carlos E. P. de Oliveira, Anoop Cherian, Yuchao Dai, Hongdong Li

* A comprehensive version that combines our cvpr 2018 and cvpr 2019 work (Still under development and refinement, Initial Version). 13 Figures, 1 Table. arXiv admin note: text overlap with arXiv:1902.01077 

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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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