Uddeshya Upadhyay
4 papers · 2021–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
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
NeurIPS 2021