Korawat Tanwisuth
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
uncertainty estimation
(2)
image classification
(1)
stochastic gradient descent
(1)
adversarial robustness
(1)
variational inference
(1)
domain adaptation
(1)
prototype learning
(1)
topic modeling
(1)
unsupervised domain adaptation
(1)
prompt learning
(1)
language understanding
(1)
document representation
(1)
probabilistic framework
(1)
semantic similarity
(1)
deep neural network
(1)
pre-trained model
(1)
domain alignment
(1)
distribution alignment
(1)
inference speed
(1)
word embedding
(1)
Papers
Switchable Decision: Dynamic Neural Generation Networks
ICML 2024
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models
ICML 2023
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings
ICLR 2022
Alignment Attention by Matching Key and Query Distributions
NeurIPS 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation
NeurIPS 2021
Contextual Dropout: An Efficient Sample-Dependent Dropout Module
ICLR 2021