Songkuk Kim
5 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13) π Academic Marathon (11)
π
Cross-Pollinator
(13)
β
The Questioner
Conferences
AAAI (2)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
uncertainty estimation
(2)
bayesian neural network
(2)
uncertainty quantification
(1)
loss landscape
(1)
vector quantization
(1)
data stream
(1)
convolutional neural network
(1)
feature map
(1)
ensemble method
(1)
latency reduction
(1)
representation space
(1)
spatial smoothing
(1)
semantic segmentation
(1)
curved trajectory
(1)
vision transformer
(1)
Papers
Curved Representation Space of Vision Transformers
AAAI 2024
How Do Vision Transformers Work?
ICLR 2022
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness
ICML 2022
Vector Quantized Bayesian Neural Network Inference for Data Streams
AAAI 2021
Enhancing Lexicon-Based Review Classification by Merging and Revising Sentiment Dictionaries
IJCNLP 2013