Akshay Kulkarni
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Cross-Pollinator (15)
π₯
Unstoppable
(5)
Conferences
ECCV (2)
ICCV (2)
CVPR (1)
WACV (1)
Top co-authors
Keywords
source-free domain adaptation
(3)
vision transformer
(2)
representation learning
(1)
semantic segmentation
(1)
domain generalization
(1)
transfer learning
(1)
generative model
(1)
diffusion model
(1)
generative adversarial network
(1)
concept bottleneck
(1)
concept bottleneck model
(1)
adversarial network
(1)
model steering
(1)
interpretable generative model
(1)
post-hoc concept
(1)
feature alignment
(1)
conditional auto-encoder
(1)
causal inference
(1)
Papers
Interpretable Generative Models through Post-hoc Concept Bottlenecks
CVPR 2025
Interpretability-Guided Test-Time Adversarial Defense
ECCV 2024
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
WACV 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