A. Cherian

发表

Learning Discriminative αβ-Divergences for Positive Definite Matrices

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

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.

Jensen-Bregman LogDet Divergence for Efficient Similarity Computations on Positive Definite Tensors

S. Sra, A. Banerjee, A. Cherian, 2012 .

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

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

Sound2Sight: Generating Visual Dynamics from Sound and Context pdf

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

DeepPermNet: Visual Permutation Learning

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

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.

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).

Ju l 2 01 8 Learning Discriminative Video Representations Using Adversarial Perturbations

A. Cherian, Jue Wang, 2018 .

Neural Algebra of Classifiers /Author=Santa Cruz, Rodrigo; Fernando, Basura; Cherian, Anoop; Gould, Stephen /CreationDate=March 14, 2018 /Subject=Artificial Intelligence, Computer Vision, Machine Learning

Rodrigo Santa Cruz, Stephen Gould, Basura Fernando, 2019 .

Representation Learning via Adversarially-Contrastive Optimal Transport /Author=Cherian, Anoop; Aeron, Shuchin /CreationDate=July 3, 2020 /Subject=Artificial Intelligence, Computer Vision, Machine Learning

S. Aeron, A. Cherian, 2020 .

Bayesian Nonparametric Clustering for

N. Papanikolopoulos, V. Morellas, A. Cherian, 2015 .

Learning Discriminative αβ-Divergences for Positive Definite Matrices 1

M. Harandi, V. Morellas, A. Cherian, 2022 .

First-Order Optimization Inspired from Finite-Time Convergent Flows

A. Cherian, M. Benosman, Siqi Zhang, 2020, 2010.02990.

AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments

A. Roy-Chowdhury, A. Cherian, Sudipta Paul, 2022, NeurIPS.

Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation

N. Ahuja, A. Cherian, Moitreya Chatterjee, 2022, NeurIPS.

A vision based ensemble approach to velocity estimation for miniature rotorcraft

N. Papanikolopoulos, A. Cherian, Bérénice Mettler, 2015, Autonomous Robots.

Are Deep Neural Networks SMARTer than Second Graders?

Kevin A. Smith, J. Tenenbaum, A. Cherian, 2022, ArXiv.

Tensor Representations for Action Recognition

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

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.

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).

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).

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

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

Riemannian Sparse Coding for Positive Definite Matrices

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

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).

Efficient Nearest Neighbors via Robust Sparse Hashing

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

Video Representation Learning Using Discriminative Pooling

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

Action Representation Using Classifier Decision Boundaries pdf

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

Generalized One-Class Learning Using Pairs of Complementary Classifiers

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

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).

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).

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

Anoop Cherian, A. Cherian, 2010 .

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.

Mixing Body-Part Sequences for Human Pose Estimation

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

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.

Bayesian Nonparametric Clustering for Positive Definite Matrices

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

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.

Are Deep Neural Networks SMARTer than Second Graders?

Kevin A. Smith, J. Tenenbaum, A. Cherian, 2022, ArXiv.

Neural Algebra of Classifiers

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

(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering

Tim K. Marks, Jonathan Le Roux, Chiori Hori, 2022, AAAI.

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

Jonathan Le Roux, Chiori Hori, Hongsheng Li, 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).

Aligning Step-by-Step Instructional Diagrams to Video Demonstrations

Stephen Gould, A. Cherian, Yanbin Liu, 2023, ArXiv.

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).

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

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

Learning Discriminative Video Representations Using Adversarial Perturbations

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

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

A. Cherian, A. Sullivan, 2018, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

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.

Audio Visual Scene-Aware Dialog

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

Visual Permutation Learning

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

Generalized Rank Pooling for Activity Recognition

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

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

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

Second-order Temporal Pooling for Action Recognition

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

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).

H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for Understanding Object Articulations from Interactions

Kevin A. Smith, Tim K. Marks, J. Tenenbaum, 2022, 2023 IEEE International Conference on Robotics and Automation (ICRA).

HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions

Shlok Kumar Mishra, Anshul B. Shah, Ramalingam Chellappa, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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.

Second-order Temporal Pooling for Action Recognition

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

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.

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).

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).

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

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

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

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

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

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

A vision based ensemble approach to velocity estimation for miniature rotorcraft

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

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

Tim K. Marks, A. Cherian, Siddarth Jain, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Representation Learning via Adversarially-Contrastive Optimal Transport

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

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

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

Positive Definite Matrices : Data Representation and Applications to Computer Vision

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

Discriminative Video Representation Learning Using Support Vector Classifiers

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

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

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

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

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

Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data

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

Max-Margin Contrastive Learning pdf

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

Accurate 3D ground plane estimation from a single image

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

The Eighth Dialog System Technology Challenge pdf

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

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).

Positive Definite Matrices: Data Representation and Applications to Computer Vision

S. Sra, A. Cherian, 2016 .

Active Sparse Conversations for Improved Audio-Visual Embodied Navigation

A. Cherian, Moitreya Chatterjee, Sudipta Paul, 2023, 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).

Learning Log-Determinant Divergences for Positive Definite Matrices

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

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

Human Action Forecasting by Learning Task Grammars pdf

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

Evaluation of feature descriptors for cancerous tissue recognition

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

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).

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

N. Papanikolopoulos, V. Morellas, A. Cherian, 2017, ArXiv.

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

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

Sequence Summarization Using Order-constrained Kernelized Feature Subspaces pdf

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

Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis

T. Koike-Akino, A. Cherian, Ye Wang, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Searching by parts: Towards fine-grained image retrieval respecting species correlation.

H. Yao, A. Cherian, Xiaonan Luo, 2023, Gene expression patterns : GEP.

Nearest Neighbors Using Compact Sparse Codes

A. Cherian, 2014, International Conference on Machine Learning.

N. Papanikolopoulos, V. Morellas, A. Cherian, 2011 .

Robust Sparse Hashing

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

Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function

Devesh K. Jha, A. Cherian, A. Raghunathan, 2019, ICML.

MIT Open Access Articles Non-linear Temporal Subspace Representations for Activity Recognition

S. Sra, A. Cherian, Stephen Gould, 2022 .

Are Deep Neural Networks SMARTer Than Second Graders?

Kevin A. Smith, J. Tenenbaum, A. Cherian, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Clustering Positive Definite Matrices by Learning Information Divergences

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

Learning Discriminative αβ-divergence for Positive Definite Matrices pdf

Vassilios Morellas, Anoop Cherian, Panagiotis Stanitsas, 2017 .

Visual Permutation Learning

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

Temporally Grounding Instructional Diagrams in Unconstrained Videos

Frederic Z. Zhang, A. Cherian, Jiahao Zhang, 2024, 2407.12066.

CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments

A. Cherian, Moitreya Chatterjee, Sudipta Paul, 2023, AAAI.

CAVEN: An Embodied Conversational Agent for Eﬃcient Audio-Visual Navigation in Noisy Environments

A. Cherian, Moitreya Chatterjee, Xiulong Liu, 2022 .

Disentangled Acoustic Fields For Multimodal Physical Scene Understanding

Jonathan Le Roux, A. Cherian, Tim K. Marks, 2024, 2407.11333.