Uddeshya Upadhyay
4 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ECCV (1)
ICCV (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
probabilistic modeling
(1)
domain adaptation
(1)
multimodal learning
(1)
generative model
(1)
vision-language model
(1)
cycle consistency
(1)
aleatoric uncertainty
(1)
probabilistic method
(1)
unpaired image translation
(1)
dense regression
(1)
embedding uncertainty
(1)
active learning
(1)
probabilistic adapter
(1)
Papers
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models
ICCV 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution
UAI 2023
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
ECCV 2022
Robustness via Uncertainty-aware Cycle Consistency
NIPS 2021