Akshay Mehra
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
NIPS (2)
WACV (2)
ACML (1)
CVPR (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
test-time adaptation
(2)
domain generalization
(2)
domain shift
(2)
bilevel optimization
(2)
data poisoning
(2)
transfer learning
(1)
domain adaptation
(1)
optimal transport
(1)
unsupervised domain adaptation
(1)
source domain
(1)
target domain
(1)
hyperparameter tuning
(1)
theoretical bound
(1)
randomized smoothing
(1)
adversarial defense
(1)
visual prompting
(1)
negative transfer
(1)
neural style transfer
(1)
risk-averse prediction
(1)
prompt token
(1)
Papers
DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
ICML 2025
OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation
WACV 2025
Understanding the Transferability of Representations via Task-Relatedness
NIPS 2024
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization
WACV 2024
A Spectral View of Randomized Smoothing under Common Corruptions: Benchmarking and Improving Certified Robustness
ECCV 2022
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning
NIPS 2021
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning?
CVPR 2021
Penalty Method for Inversion-Free Deep Bilevel Optimization
ACML 2021