Vineeth N Balasubramanian

About Vineeth N Balasubramanian

Vineeth N Balasubramanian, With an exceptional h-index of 36 and a recent h-index of 32 (since 2020), a distinguished researcher at Indian Institute of Technology Hyderabad, specializes in the field of Deep Learning, Machine Learning, Computer Vision, Explainable AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer Networks

FW-Shapley: Real-Time Estimation of Weighted Shapley Values

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Towards Learning and Explaining Indirect Causal Effects in Neural Networks

Rethinking Robustness of Model Attributions

Fiducial Focus Augmentation for Facial Landmark Detection

Mitigating the Effect of Incidental Correlations on Part-based Learning

Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks

Vineeth N Balasubramanian Information

University

Position

Associate Professor India

Citations(all)

7129

Citations(since 2020)

6084

Cited By

2189

hIndex(all)

36

hIndex(since 2020)

32

i10Index(all)

88

i10Index(since 2020)

72

Email

University Profile Page

Google Scholar

Vineeth N Balasubramanian Skills & Research Interests

Deep Learning

Machine Learning

Computer Vision

Explainable AI

Top articles of Vineeth N Balasubramanian

C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer Networks

arXiv preprint arXiv:2404.19276

2024/4/30

Pranoy Panda
Pranoy Panda

H-Index: 0

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

FW-Shapley: Real-Time Estimation of Weighted Shapley Values

2024/4/14

Pranoy Panda
Pranoy Panda

H-Index: 0

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Towards Learning and Explaining Indirect Causal Effects in Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Rethinking Robustness of Model Attributions

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Fiducial Focus Augmentation for Facial Landmark Detection

arXiv preprint arXiv:2402.15044

2024/2/23

Mitigating the Effect of Incidental Correlations on Part-based Learning

Advances in Neural Information Processing Systems

2024/2/13

Gaurav Bhatt
Gaurav Bhatt

H-Index: 1

Deepayan Das
Deepayan Das

H-Index: 2

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks

arXiv preprint arXiv:2401.04647

2024/1/9

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Interpretable Model Drift Detection

2024/1/4

CARE: Counterfactual-Based Algorithmic Recourse for Explainable Pose Correction

2024

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Open-Set Object Detection by Aligning Known Class Representations

2024

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

System and method for generating derained image using self-supervised learning model

2023/11/30

System and method for detecting object in an adaptive environment using a machine learning model

2023/11/16

MADG: Margin-based Adversarial Learning for Domain Generalization

2023/11/2

C Krishna Mohan
C Krishna Mohan

H-Index: 17

Abhinav Kumar
Abhinav Kumar

H-Index: 4

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Causal Inference Using LLM-Guided Discovery

arXiv preprint arXiv:2310.15117

2023/10/23

Abhinav Kumar
Abhinav Kumar

H-Index: 4

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Amit Sharma
Amit Sharma

H-Index: 2

Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach

2023/10/1

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

Explaining Deep Face Algorithms Through Visualization: A Survey

IEEE Transactions on Biometrics, Behavior, and Identity Science

2023/9/27

Thrupthi Ann John
Thrupthi Ann John

H-Index: 0

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

New Objects on the Road? No Problem, We’ll Learn Them Too

PROCEEDINGS OF THE... IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS

2023/9/19

Rethinking Counterfactual Data Augmentation Under Confounding

arXiv preprint arXiv:2305.18183

2023/5/29

Amit Sharma
Amit Sharma

H-Index: 2

Vineeth N Balasubramanian
Vineeth N Balasubramanian

H-Index: 19

-Networks for Efficient Model Patching

arXiv preprint arXiv:2303.14772

2023/3/26

See List of Professors in Vineeth N Balasubramanian University(Indian Institute of Technology Hyderabad)