Hanlin Goh
8 papers · 2013–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π₯
Unstoppable Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(3)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core Methods
(2)
Models
(2)
Techniques
(2)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Keywords
self-supervised learning
(3)
representation learning
(2)
image classification
(2)
object recognition
(1)
deep learning
(1)
unsupervised pretraining
(1)
offline reinforcement learning
(1)
neural network regularization
(1)
data augmentation
(1)
prompt learning
(1)
deep architecture
(1)
out-of-distribution generalization
(1)
masked training
(1)
neural architecture
(1)
linear discriminant analysis
(1)
uncertainty quantification
(1)
feature learning
(1)
top-down regularization
(1)
generative model
(1)
unsupervised learning
(1)
Papers
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
ICLR 2024
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
ICLR 2024
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors
ICLR 2023
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NeurIPS 2022
Position Prediction as an Effective Pretraining Strategy
ICML 2022
Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
ICML 2021
Capsules with Inverted Dot-Product Attention Routing
ICLR 2020
Top-Down Regularization of Deep Belief Networks
NeurIPS 2013