Soon Hoe Lim
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
AISTATS (2)
ICLR (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
implicit regularization
(3)
recurrent neural network
(2)
stochastic differential equation
(2)
gradient descent
(1)
chaotic dynamics
(1)
stochastic process
(1)
sequential datum
(1)
heavy-tailed distribution
(1)
noise injection
(1)
kernel methods
(1)
neural network
(1)
response theory
(1)
heavy-tailed process
(1)
domain generalization
(1)
levy-stable process
(1)
model robustness
(1)
data augmentation
(1)
Papers
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
AISTATS 2025
Tuning Frequency Bias of State Space Models
ICLR 2025
NoisyMix: Boosting Model Robustness to Common Corruptions
AISTATS 2024
Noisy Feature Mixup
ICLR 2022
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
NIPS 2022
Noisy Recurrent Neural Networks
NIPS 2021
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory
JMLR 2021