2026 Anoop Cherian: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	32	13296	12900	5319	5066	159	3312

Overview

Anoop Cherian is affiliated with Mitsubishi Electric (United States) and has made contributions primarily in the field of computer science, with a focus on several specialized subfields. Their research encompasses computer vision and pattern recognition, artificial intelligence, signal processing, computational mechanics, and control and systems engineering.

Their main topics of work include:

Multimodal Machine Learning Applications
Human Pose and Action Recognition
Generative Adversarial Networks and Image Synthesis
Video Analysis and Summarization
Music and Audio Processing
Speech and Dialogue Systems
Anomaly Detection Techniques and Applications

Anoop Cherian has contributed to several notable publications. Recent papers include:

"(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering" (2022), Proceedings of the AAAI Conference on Artificial Intelligence
"Max-Margin Contrastive Learning" (2022), Proceedings of the AAAI Conference on Artificial Intelligence
"Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers" (2021), Proceedings of the AAAI Conference on Artificial Intelligence
"MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation" (2022), Proceedings of the AAAI Conference on Artificial Intelligence
"Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning" (2022), ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Their frequent co-authors include Tim K. Marks, Moitreya Chatterjee, Chiori Hori, Joshua B. Tenenbaum, and Suhas Lohit.

Publications often appear in venues such as:

arXiv (Cornell University)
Proceedings of the AAAI Conference on Artificial Intelligence
Zenodo (CERN European Organization for Nuclear Research)
2021 IEEE/CVF International Conference on Computer Vision (ICCV)
IEEE Transactions on Pattern Analysis and Machine Intelligence

Anoop Cherian has published extensively, with a total of 116 contributions identified in computer science. Of these, 75 are in computer vision and pattern recognition, 29 in artificial intelligence, and smaller numbers in other subfields. The research interests reflect a broad engagement with topics that connect machine learning, multimedia data analysis, and complex systems modeling.

Best Publications

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

A. Cherian;S. Sra;A. Banerjee;N. Papanikolopoulos

202
Citations
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization

Stephen Gould;Basura Fernando;Anoop Cherian;Peter Anderson

177
Citations
Audio Visual Scene-Aware Dialog

Huda Alamri;Peter Anderson;Stefan Lee;Devi Parikh

148
Citations
LUVLi Face Alignment: Estimating Landmarks’ Location, Uncertainty, and Visibility Likelihood

Abhinav Kumar;Tim K. Marks;Wenxuan Mou;Ye Wang

140
Citations
Mixing Body-Part Sequences for Human Pose Estimation

Anoop Cherian;Julien Mairal;Karteek Alahari;Cordelia Schmid

136
Citations
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons

Piotr Koniusz;Piotr Koniusz;Anoop Cherian;Fatih Porikli;Fatih Porikli

132
Citations
GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection

Jue Wang;Anoop Cherian

130
Citations
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features

Chiori Hori;Huda Alamri;Jue Wang;Gordon Wichern

117
Citations
Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence

Anoop Cherian;Suvrit Sra;Arindam Banerjee;Nikolaos Papanikolopoulos

110
Citations
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices

Anoop Cherian;Suvrit Sra

109
Citations
Generalized Rank Pooling for Activity Recognition

Anoop Cherian;Basura Fernando;Mehrtash Harandi;Stephen Gould

94
Citations
DeepPermNet: Visual Permutation Learning

Rodrigo Santa Cruz;Basura Fernando;Anoop Cherian;Stephen Gould

86
Citations
Video Representation Learning Using Discriminative Pooling

Jue Wang;Anoop Cherian;Fatih Porikli;Stephen Gould

79
Citations
Autonomous altitude estimation of a UAV using a single onboard camera

Anoop Cherian;Jon Andersh;Vassilios Morellas;Nikolaos Papanikolopoulos

73
Citations
The Eighth Dialog System Technology Challenge

Seokhwan Kim;Michel Galley;Chulaka Gunasekara;Sungjin Lee

70
Citations
Tensor Representations for Action Recognition.

Piotr Koniusz;Lei Wang;Anoop Cherian

68
Citations
Action recognition using global spatio-temporal features derived from sparse representations ☆

Guruprasad Somasundaram;Anoop Cherian;Vassilios Morellas;Nikolaos P Papanikolopoulos

66
Citations
Sem-GAN: Semantically-Consistent Image-to-Image Translation

Anoop Cherian;Alan Sullivan

65
Citations
Riemannian Sparse Coding for Positive Definite Matrices

Anoop Cherian;Suvrit Sra

63
Citations
Accurate 3D ground plane estimation from a single image

Anoop Cherian;Vassilios Morellas;Nikolaos Papanikolopoulos

61
Citations
Visual Permutation Learning

Rodrigo Santa Cruz;Basura Fernando;Anoop Cherian;Stephen Gould

61
Citations
Audio-Visual Scene-Aware Dialog

Huda Alamri;Vincent Cartillier;Abhishek Das;Jue Wang

59
Citations
Max-Margin Contrastive Learning

Unknown

59
Citations
Generalized Dictionary Learning for symmetric positive definite matrices with application to Nearest Neighbor retrieval

Suvrit Sra;Anoop Cherian

59
Citations

Frequent Co-Authors

Nikolaos Papanikolopoulos University of Minnesota

Stephen Gould Australian National University

Suvrit Sra MIT

Basura Fernando Agency for Science, Technology and Research

Narendra Ahuja University of Illinois at Urbana-Champaign

Jonathan Le Roux Mitsubishi Electric (United States)

Dhruv Batra Georgia Institute of Technology

Irfan Essa Georgia Institute of Technology

Devi Parikh Facebook (United States)

Mehrtash Harandi Monash University

External Links

Personal website of Anoop Cherian

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