Akshay Kulkarni
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Keywords
source-free domain adaptation
(3)
vision transformer
(2)
concept bottleneck
(2)
mechanistic interpretability
(2)
model steering
(2)
transfer learning
(1)
importance sampling
(1)
label noise
(1)
generative model
(1)
diffusion model
(1)
generative adversarial network
(1)
vision-language model
(1)
sparse autoencoder
(1)
concept bottleneck model
(1)
adversarial network
(1)
automated interpretability
(1)
crowdsourced evaluation
(1)
interpretable generative model
(1)
post-hoc concept
(1)
conditional autoencoder
(1)
Papers
Beyond Top Activations: Efficient and Reliable Crowdsourced Evaluation of Automated Interpretability
CVPR 2026
Interpretable and Steerable Concept Bottleneck Sparse Autoencoders
CVPR 2026
Interpretable Generative Models through Post-hoc Concept Bottlenecks
CVPR 2025
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
WACV 2024
Interpretability-Guided Test-Time Adversarial Defense
ECCV 2024
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
ICCV 2023
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
ECCV 2022
Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation
ICCV 2021