Research

Google Scholar

E.Adhikarla, K.Zhang, J.Nicholson, B.D.Davison
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement
Accepted in ICML Efficient Systems for Foundation Models, 2024
[Paper][Code]

E.Adhikarla, K.Zhang, J.Nicholson, L.Sun, B.D.Davison
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image
Submitted to ECCV 2024
[Paper][Code]

J.Yu, Y.Dai, X.Liu, J.Huang, Y.Shen, K.Zhang, R.Zhou, E.Adhikarla, W.Ye, Y.Liu, Z.Kong, K.Zhang, Y.Yin , V.Namboodiri , B.D.Davison , J.H.Moore , Y.Chen
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras
Submitted to Havard Data Science Review Journal (HDSR) 2024
[Paper][Code]

K.Zhang, J.Yu, E.Adhikarla, R.Zhou, Z.Yan, Y.Liu, Z.Liu, L.He, B.D.Davison, X.Li, H.Ren, S.Fu, J.Zou, W.Lei, J.Huang, C.Chen, Y.Zhou, T.Liu, X.Chen, Y.Chen, Q.Li, H.Liu, L.Sun
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks
arXiv 2023, Submitted to Nature Medicine 2024
[Paper][Code]

E.Adhikarla, K.Zhang, J.Yu, L.Sun, J.Nicholson, B.D.Davison
Robust Computer Vision in an Ever-Changing World: A Survey of Techniques for Tackling Distribution Shifts
arXiv 2023
[Paper]

E.Adhikarla, D.Luo, B.D.Davison
Memory Defense: More Robust Classification via a Memory-Masking Autoencoder
arXiv 2022
[Paper][Code]

B.Tierney, E.Dart, E.Kissel, E.Adhikarla
Exploring the use of the BBRv2 Congestion Control Algorithm for use on Data Transfer Nodes
SC 2021 - INDIS Workshop
[Paper][Code] (Won the Best Paper Award)

E.Adhikarla, B.D.Davison
Face Mask Detection in real-world Webcam Images
ACM GoodIT 2021
[Paper][Code]

E.Adhikarla, B. Austin
Estimating an HPC Facility’s Capacity For Accommodating
Real-time Workflows, NERSC 2019
[Thesis][Poster Presentation Clip]