Akshay Kulkarni

Employment

• Indian Institute of Science Project Assistant
  2020 - 2022

Education

• University of California San Diego Doctor of Philosophy
  2024 - Present
• University of California San Diego Master of Science in Computer Science
  2022 - 2024
• Visvesvaraya National Institute of Technology Bachelor of Technology
  2016 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Interpretable Generative Models through Post-Hoc Concept Bottlenecks
  2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 DOI: 10.1109/cvpr52734.2025.00764
  +Save
• Interpretability-Guided Test-Time Adversarial Defense
  2025 DOI: 10.1007/978-3-031-72913-3_26
  +Save
• Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
  2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024 DOI: 10.1109/wacv57701.2024.00191
  +Save
• Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
  2023 IEEE/CVF International Conference on Computer Vision (ICCV) 2023 DOI: 10.1109/iccv51070.2023.01735
  +Save
• Subsidiary Prototype Alignment for Universal Domain Adaptation
  Neural Information Processing Systems (NeurIPS) 2022 DOI: 10.48550/ARXIV.2210.15909
  +Save
• Balancing Discriminability and Transferability for Source-Free Domain Adaptation
  International Conference on Machine Learning (ICML) 2022 2022 DOI: 10.48550/ARXIV.2206.08009
  +Save
• Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation
  Proceedings of the AAAI Conference on Artificial Intelligence 36, 2022 2022 DOI: 10.48550/ARXIV.2202.04287
  +Save
• Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
  European Conference on Computer Vision 2022 DOI: 10.1007/978-3-031-20056-4_11
  +Save
• Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation
  Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2021 DOI: https://doi.org/10.1109/ICCV48922.2021.00696
  +Save
• Paying Attention to Video Generation
  NeurIPS 2020 Workshop on Pre-registration in Machine Learning, PMLR 148 2021
  +Save