Weitang Liu
4 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14) π₯ Mega-Team (32)
β
The Questioner
Conferences
NIPS (2)
COLING (1)
ICML (1)
Top co-authors
Keywords
energy score
(2)
ood detection
(2)
out-of-distribution detection
(2)
natural language understanding
(1)
machine reading comprehension
(1)
monte carlo sampling
(1)
output distribution
(1)
gradient-based sampling
(1)
pre-trained model
(1)
uncertainty estimation
(1)
density of state
(1)
chinese language
(1)
neural classifier
(1)
wang-landau algorithm
(1)
benchmark evaluation
(1)
softmax confidence
(1)
text classification
(1)
multi-label classification
(1)
Papers
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space
ICML 2023
Can multi-label classification networks know what they donβt know?
NIPS 2021
Energy-based Out-of-distribution Detection
NIPS 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark
COLING 2020