Deep Shankar Pandey
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICML (2)
AAAI (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
uncertainty quantification
(5)
few-shot learning
(3)
bayesian learning
(1)
bayesian inference
(1)
model calibration
(1)
multimodal learning
(1)
hierarchical bayesian
(1)
parameter efficient fine-tuning
(1)
evidential learning
(1)
evidential deep learning
(1)
label-efficient learning
(1)
conditional neural process
(1)
behavioral pattern
(1)
task selection
(1)
subjective logic
(1)
belief theory
(1)
evidence accumulation
(1)
deep temporal set
(1)
evidential reinforcement
(1)
epistemic aleatoric uncertainty
(1)
Papers
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
NIPS 2024
Evidential Conditional Neural Processes
AAAI 2023
Learn to Accumulate Evidence from All Training Samples: Theory and Practice
ICML 2023
Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery
ICML 2023
Multidimensional Belief Quantification for Label-Efficient Meta-Learning
CVPR 2022