Scholar
Akshay Mehra
Google Scholar ID: 5hTbBDMAAAAJ
Tulane University
Adversarial Machine Learning
Machine Learning
Bilevel Optimization
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
265
H-index
7
i10-index
6
Publications
20
Co-authors
12
list available
Contact
Email
akshaymehra2404@gmail.com
CV
Open ↗
Twitter
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
5 items
Audio-Visual Continual Test-Time Adaptation without Forgetting
2026
Cited
0
DPAR: Dynamic Patchification for Efficient Autoregressive Visual Generation
2025
Cited
0
Measuring Time-Series Dataset Similarity using Wasserstein Distance
2025
Cited
0
Model-agnostic Coreset Selection via LLM-based Concept Bottlenecks
2025
Cited
0
DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
2024
Cited
0
Resume (English only)
Academic Achievements
Published 'DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptations' at ICML 2025
Published 'Understanding the Transferability of Representations via Task-Relatedness' at NeurIPS 2024
Published 'OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation' at WACV 2025
Published 'Test-time Assessment of a Model’s Performance on Unseen Domains via Optimal Transport' at CVPR Workshop 2024
Published 'On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization' at WACV 2024
Published 'A Spectral View of Randomized Smoothing under Common Corruptions: Benchmarking and Improving Certified Robustness' at ECCV 2022
Published 'Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning' at NeurIPS 2021
Published 'How Robust are Randomized Smoothing based Defenses to Data Poisoning?' at CVPR 2021
Published 'Penalty Method for Inversion-Free Deep Bilevel Optimization' at ACML 2021
Multiple preprints, including works accepted to CVPR 2025 Workshop, NeurIPS 2022 Workshop, etc.
Co-authors
12 total
Jihun Hamm
Tulane University
Bhavya Kailkhura
Research Scientist, Lawrence Livermore National Laboratory
Pin-Yu Chen
Principal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC
Yunbei Zhang
Tulane University
Jiachen Sun
University of Michigan Ann arbor
Shuaicheng Niu
Nanyang Technological University
Barry-John Theobald
Apple Inc.
Navdeep Jaitly
Apple
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up