Kowshik Thopalli
6 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Core AI · Artificial Intelligence
(3)
Application Areas
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
vision-language model
(2)
test-time adaptation
(2)
domain adaptation
(2)
unsupervised domain adaptation
(1)
generative augmentation
(1)
target domain
(1)
distribution shift
(1)
generative model
(1)
deep neural network
(1)
model training
(1)
synthetic data
(1)
generalization capability
(1)
foundation model
(1)
pre-trained model
(1)
uncertainty estimation
(1)
concept bottleneck
(1)
failure detection
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
anchoring training
(1)
Papers
Interpretable and Steerable Concept Bottleneck Sparse Autoencoders
CVPR 2026
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation
ECCV 2024
On the Use of Anchoring for Training Vision Models
NeurIPS 2024
Target-Aware Generative Augmentations for Single-Shot Adaptation
ICML 2023
Domain Alignment Meets Fully Test-Time Adaptation
ACML 2022
Perturbation Robust Representations of Topological Persistence Diagrams
ECCV 2018