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:

Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Interpretable Model Drift Detection

Towards Learning and Explaining Indirect Causal Effects in Neural Networks

CARE: Counterfactual-Based Algorithmic Recourse for Explainable Pose Correction

Rethinking Robustness of Model Attributions

Open-Set Object Detection by Aligning Known Class Representations

Fiducial Focus Augmentation for Facial Landmark Detection

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

Indian Institute of Technology Hyderabad

Google Scholar

View Google Scholar Profile

Vineeth N Balasubramanian Skills & Research Interests

Deep Learning

Machine Learning

Computer Vision

Explainable AI

Top articles of Vineeth N Balasubramanian

Title

Journal

Author(s)

Publication Date

Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks

arXiv preprint arXiv:2401.04647

Tanmay Garg

Deepika Vemuri

Vineeth N Balasubramanian

2024/1/9

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Proceedings of the AAAI Conference on Artificial Intelligence

Abbavaram Gowtham Reddy

Vineeth N Balasubramanian

2024/3/24

Interpretable Model Drift Detection

Pranoy Panda

Sai Srinivas Kancheti

Vineeth N Balasubramanian

Gaurav Sinha

2024/1/4

Towards Learning and Explaining Indirect Causal Effects in Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence

Abbavaram Gowtham Reddy

Saketh Bachu

Harsharaj Pathak

V Varshaneya

Vineeth N Balasubramanian

...

2024/3/24

CARE: Counterfactual-Based Algorithmic Recourse for Explainable Pose Correction

Bhat Dittakavi

Bharathi Callepalli

Aleti Vardhan

Sai Vikas Desai

Vineeth N Balasubramanian

2024

Rethinking Robustness of Model Attributions

Proceedings of the AAAI Conference on Artificial Intelligence

Sandesh Kamath

Sankalp Mittal

Amit Deshpande

Vineeth N Balasubramanian

2024/3/24

Open-Set Object Detection by Aligning Known Class Representations

Hiran Sarkar

Vishal Chudasama

Naoyuki Onoe

Pankaj Wasnik

Vineeth N Balasubramanian

2024

Fiducial Focus Augmentation for Facial Landmark Detection

arXiv preprint arXiv:2402.15044

Purbayan Kar

Vishal Chudasama

Naoyuki Onoe

Pankaj Wasnik

Vineeth Balasubramanian

2024/2/23

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

arXiv preprint arXiv:2404.19276

Sairam VC Rebbapragada

Pranoy Panda

Vineeth N Balasubramanian

2024/4/30

Mitigating the Effect of Incidental Correlations on Part-based Learning

Advances in Neural Information Processing Systems

Gaurav Bhatt

Deepayan Das

Leonid Sigal

Vineeth N Balasubramanian

2024/2/13

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

Pranoy Panda

Siddharth Tandon

Vineeth N Balasubramanian

2024/4/14

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

2023/11/16

Learning Style Subspaces for Controllable Unpaired Domain Translation

Gaurav Bhatt

Vineeth N Balasubramanian

2023

Feature-Interpretable Real Concept Drift Detection

Pranoy Panda

Vineeth N Balasubramanian

Gaurav Sinha

2023/3/4

Rethinking Counterfactual Data Augmentation Under Confounding

arXiv preprint arXiv:2305.18183

Abbavaram Gowtham Reddy

Saketh Bachu

Saloni Dash

Charchit Sharma

Amit Sharma

...

2023/5/29

MADG: Margin-based Adversarial Learning for Domain Generalization

Aveen Dayal

KB Vimal

Linga Reddy Cenkeramaddi

C Krishna Mohan

Abhinav Kumar

...

2023/11/2

ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection

Rebbapragada VC Sairam

Monish Keswani

Uttaran Sinha

Nishit Shah

Vineeth N Balasubramanian

2023

Towards Estimating Transferability using Hard Subsets

arXiv preprint arXiv:2301.06928

Tarun Ram Menta

Surgan Jandial

Akash Patil

Vimal KB

Saketh Bachu

...

2023/1/17

-Networks for Efficient Model Patching

arXiv preprint arXiv:2303.14772

Chaitanya Devaguptapu

Samarth Sinha

KJ Joseph

Vineeth N Balasubramanian

Animesh Garg

2023/3/26

Causal Inference Using LLM-Guided Discovery

arXiv preprint arXiv:2310.15117

Aniket Vashishtha

Abbavaram Gowtham Reddy

Abhinav Kumar

Saketh Bachu

Vineeth N Balasubramanian

...

2023/10/23

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