Akshay Mehra

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Machine Learning

Domain Adaptation

Top Venues

Publications

Yunbei Zhang, Akshay Mehra, Jihun Hamm
Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation. CoRR (2024)
Akshay Mehra, Yunbei Zhang, Jihun Hamm
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport. CoRR (2024)
Yunbei Zhang, Akshay Mehra, Jihun Hamm
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation. CoRR (2024)
Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. WACV (2024)
Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. CoRR (2023)
Akshay Mehra, Yunbei Zhang, Jihun Hamm
Analysis of Task Transferability in Large Pre-trained Classifiers. CoRR (2023)
Akshay Mehra, Skyler Seto, Navdeep Jaitly, Barry-John Theobald
Understanding the Robustness of Multi-Exit Models under Common Corruptions. CoRR (2022)
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
On Certifying and Improving Generalization to Unseen Domains. CoRR (2022)
Jiachen Sun, Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Dan Hendrycks, Jihun Hamm, Z. Morley Mao
A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness. ECCV (4) (2022)
Byunggill Joe, Akshay Mehra, Insik Shin, Jihun Hamm
Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks. CoRR (2021)
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. NeurIPS (2021)
Akshay Mehra, Jihun Hamm
Penalty Method for Inversion-Free Deep Bilevel Optimization. ACML (2021)
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR (2021)
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning. CoRR (2021)
Jiachen Sun, Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Dan Hendrycks, Jihun Hamm, Z. Morley Mao
Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines. CoRR (2021)
Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm
How Robust are Randomized Smoothing based Defenses to Data Poisoning? CoRR (2020)
Akshay Mehra, Jihun Hamm
Penalty Method for Inversion-Free Deep Bilevel Optimization. CoRR (2019)
Akshay Mehra, Jihun Hamm, Mikhail Belkin
Fast Interactive Image Retrieval using large-scale unlabeled data. CoRR (2018)