Sumukh K Aithal
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
adversarial learning
(1)
domain adaptation
(1)
virtual adversarial training
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
generative model
(1)
diffusion model
(1)
flat minima
(1)
saddle point
(1)
hessian analysis
(1)
domain adversarial training
(1)
training distribution
(1)
active domain adaptation
(1)
class-imbalanced learning
(1)
informative sample selection
(1)
hallucination removal
(1)
submodular subset selection
(1)
cluster-based domain adaptation
(1)
target pseudo-label
(1)
margin adjustment
(1)
Papers
Understanding Hallucinations in Diffusion Models through Mode Interpolation
NIPS 2024
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
NIPS 2022
A Closer Look at Smoothness in Domain Adversarial Training
ICML 2022
S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation
ICCV 2021