Anoop Cherian

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Sequence Summarization Using Order-constrained Kernelized Feature Subspaces pdf

Anoop Cherian, Richard Hartley, Suvrit Sra, 2017, ArXiv.

Representation Learning via Adversarially-Contrastive Optimal Transport

Anoop Cherian, Shuchin Aeron, S. Aeron, 2020, ICML.

Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons pdf

Anoop Cherian, Fatih Murat Porikli, Piotr Koniusz, 2016, ECCV.

Action recognition using global spatio-temporal features derived from sparse representations

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2014, Comput. Vis. Image Underst..

Autonomous Altitude Estimation of a Miniature Helicopter using a Single Onboard Camera

Anoop Cherian, A. Cherian, 2010 .

Inferring Temporal Compositions of Actions Using Probabilistic Automata

Anoop Cherian, Basura Fernando, Stephen Gould, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection

Anoop Cherian, Jue Wang, A. Cherian, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Tensor Representations for Action Recognition pdf

Anoop Cherian, Piotr Koniusz, Lei Wang, 2020, ArXiv.

Robust Sparse Hashing

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2012, 2012 19th IEEE International Conference on Image Processing.

Anoop Cherian, Nikolaos Papanikolopoulos, Suvrit Sra, 2011, 2011 International Conference on Computer Vision.

The Eighth Dialog System Technology Challenge pdf

Anoop Cherian, Jianfeng Gao, Sungjin Lee, 2019, ArXiv.

Video Representation Learning Using Discriminative Pooling

Anoop Cherian, Fatih Murat Porikli, Stephen Gould, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Neural Algebra of Classifiers

Anoop Cherian, Basura Fernando, Stephen Gould, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Autonomous altitude estimation of a UAV using a single onboard camera

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Spatio-Temporal Ranked-Attention Networks for Video Captioning

Anoop Cherian, Jue Wang, Chiori Hori, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

FX-GAN: Self-Supervised GAN Learning via Feature Exchange

Ye Wang, Anoop Cherian, Tim K. Marks, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Human Pose Forecasting via Deep Markov Models

Anoop Cherian, Stephen Gould, Sam Toyer, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Spatio-Temporal Scene Graphs for Video Dialog pdf

Peng Gao, Anoop Cherian, Jonathan Le Roux, 2020, ArXiv.

End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features

Anoop Cherian, Abhishek Das, Takaaki Hori, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding

Anoop Cherian, Gui-Song Xia, Mingsheng Liao, 2017, IEEE Transactions on Geoscience and Remote Sensing.

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

Anoop Cherian, Basura Fernando, Stephen Gould, 2016, ArXiv.

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

Anoop Cherian, Abhishek Das, Chiori Hori, 2018, ArXiv.

Evaluation of feature descriptors for cancerous tissue recognition

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog

Anoop Cherian, Takaaki Hori, Chiori Hori, 2019, INTERSPEECH.

Part-based fine-grained bird image retrieval respecting species correlation

Anoop Cherian, Hongdong Li, Hongxun Yao, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Action Representation Using Classifier Decision Boundaries pdf

Anoop Cherian, Fatih Murat Porikli, Stephen Gould, 2017, ArXiv.

A multi-sensor visual tracking system for behavior monitoring of at-risk children

Vassilios Morellas, Anoop Cherian, Guillermo Sapiro, 2012, 2012 IEEE International Conference on Robotics and Automation.

Human Action Forecasting by Learning Task Grammars pdf

Anoop Cherian, Stephen Gould, Jue Wang, 2017, ArXiv.

Dense Non-Rigid Structure from Motion: A Manifold Viewpoint pdf

Luc Van Gool, Anoop Cherian, Yuchao Dai, 2020, ArXiv.

Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices

Anoop Cherian, Nikolaos Papanikolopoulos, Suvrit Sra, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Appreciation to IJCV Reviewers of 2016

Hakan Cevikalp, Rama Chellappa, Anoop Cherian, 2016, International Journal of Computer Vision.

Compact covariance descriptors in 3D point clouds for object recognition

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2012, 2012 IEEE International Conference on Robotics and Automation.

Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation

Anoop Cherian, Siheng Chen, Chen Feng, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Bayesian Nonparametric Clustering for Positive Definite Matrices

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Sparse Coding for Third-Order Super-Symmetric Tensor Descriptors with Application to Texture Recognition

Anoop Cherian, Piotr Koniusz, Piotr Koniusz, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Discriminative αβ-Divergences for Positive Definite Matrices

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Riemannian Sparse Coding for Positive Definite Matrices

Anoop Cherian, Suvrit Sra, S. Sra, 2014, ECCV.

Second-order Temporal Pooling for Action Recognition

Anoop Cherian, Stephen Gould, Stephen Gould, 2017, International Journal of Computer Vision.

Discriminative Video Representation Learning Using Support Vector Classifiers

Anoop Cherian, Jue Wang, A. Cherian, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Riemannian sparse coding for classification of PolSAR images

Anoop Cherian, Wen Yang, Xiangli Yang, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multimodal Attention for Fusion of Audio and Spatiotemporal Features for Video Description

Anoop Cherian, Takaaki Hori, Jue Wang, 2018, CVPR Workshops.

Active convolutional neural networks for cancerous tissue recognition

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Clustering Positive Definite Matrices by Learning Information Divergences

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Efficient Nearest Neighbors via Robust Sparse Hashing

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2014, IEEE Transactions on Image Processing.

Nearest Neighbors Using Compact Sparse Codes

Anoop Cherian, 2014, ICML.

Mixing Body-Part Sequences for Human Pose Estimation

Cordelia Schmid, Anoop Cherian, Julien Mairal, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

A vision based ensemble approach to velocity estimation for miniature rotorcraft

Anoop Cherian, Nikolaos Papanikolopoulos, Bérénice Mettler, 2015, Auton. Robots.

Ordered Pooling of Optical Flow Sequences for Action Recognition

Anoop Cherian, Fatih Murat Porikli, Jue Wang, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Non-linear Temporal Subspace Representations for Activity Recognition

Anoop Cherian, Richard Hartley, Suvrit Sra, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Sound2Sight: Generating Visual Dynamics from Sound and Context pdf

Anoop Cherian, Narendra Ahuja, Moitreya Chatterjee, 2020, ECCV.

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

Anoop Cherian, Stephen Gould, Piotr Koniusz, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Learning Discriminative Video Representations Using Adversarial Perturbations

Anoop Cherian, Jue Wang, A. Cherian, 2018, ECCV.

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

Anoop Cherian, Hongdong Li, Yuchao Dai, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

DeepPermNet: Visual Permutation Learning

Anoop Cherian, Basura Fernando, Stephen Gould, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Audio Visual Scene-Aware Dialog

Anoop Cherian, Jue Wang, Stefan Lee, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Generalized Rank Pooling for Activity Recognition

Anoop Cherian, Basura Fernando, Stephen Gould, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Dirichlet process mixture models on symmetric positive definite matrices for appearance clustering in video surveillance applications

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2011, CVPR 2011.

Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2020, Frontiers in Digital Health.

Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function pdf

Anoop Cherian, Devesh K. Jha, Arvind U. Raghunathan, 2019, ICML.

Learning Discriminative αβ-divergence for Positive Definite Matrices pdf

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2017 .

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

Ye Wang, Anoop Cherian, Michael Jones, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Anoop Cherian, Piotr Koniusz, Piotr Koniusz, 2015, ArXiv.

Denoising sparse noise via online dictionary learning

Anoop Cherian, Nikolaos Papanikolopoulos, Suvrit Sra, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices

Anoop Cherian, Suvrit Sra, S. Sra, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Accurate 3D ground plane estimation from a single image

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2009, 2009 IEEE International Conference on Robotics and Automation.

Positive Definite Matrices : Data Representation and Applications to Computer Vision

Anoop Cherian, Suvrit Sra, S. Sra, 2015 .

Visual Permutation Learning

Anoop Cherian, Basura Fernando, Stephen Gould, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Generalized Dictionary Learning for Symmetric Positive Definite Matrices with Application to Nearest Neighbor Retrieval

Anoop Cherian, Suvrit Sra, S. Sra, 2011, ECML/PKDD.

Similarity search in visual data

Anoop Cherian, Nikolaos Papanikolopoulos, N. Papanikolopoulos, 2013 .

Approximate nearest neighbors via dictionary learning

Vassilios Morellas, Anoop Cherian, Nikolaos Papanikolopoulos, 2011, Defense + Commercial Sensing.

Active Constrained Clustering via non-iterative uncertainty sampling

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

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

Anoop Cherian, Mouhacine Benosman, Orlando Romero, 2020, ArXiv.

A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction pdf

Anoop Cherian, Narendra Ahuja, Moitreya Chatterjee, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

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

Peng Gao, Anoop Cherian, Takaaki Hori, 2021, ArXiv.

Overview of the Eighth Dialog System Technology Challenge: DSTC8

Anoop Cherian, Walter S. Lasecki, Chiori Hori, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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

Anoop Cherian, Siddarth Jain, Tim K. Marks, 2021, ArXiv.

Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers

Peng Gao, Anoop Cherian, Jonathan Le Roux, 2021, AAAI Conference on Artificial Intelligence.

Learning Log-Determinant Divergences for Positive Definite Matrices

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Max-Margin Contrastive Learning pdf

Anoop Cherian, Suvrit Sra, Rama Chellappa, 2021, AAAI.

Tensor Representations for Action Recognition

Anoop Cherian, Piotr Koniusz, Lei Wang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation pdf

Anoop Cherian, Joshua B. Tenenbaum, Tim K. Marks, 2021, AAAI.

Visual Scene Graphs for Audio Source Separation pdf

Anoop Cherian, Narendra Ahuja, Moitreya Chatterjee, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Generalized One-Class Learning Using Pairs of Complementary Classifiers

Anoop Cherian, Jue Wang, A. Cherian, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Audio Visual Scene-Aware Dialog Track in DSTC8

Anoop Cherian, Florian Metze, Chiori Hori, 2019 .

Tensor Representations via Kernel Linearization for Action Recognition from 3 D Skeletons ( Supp . Material )

Anoop Cherian, Piotr Koniusz, Fatih Porikli, 2016 .