Dong-Sig Han
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
imitation learning
(1)
self-supervised learning
(1)
working memory
(1)
point cloud analysis
(1)
machine unlearning
(1)
inverse reinforcement learning
(1)
class imbalance
(1)
reward function
(1)
mirror descent
(1)
regret bound
(1)
decision boundary
(1)
adversarial imitation learning
(1)
feature extractor
(1)
se(3) equivariance
(1)
equivariant convolution
(1)
group convolution
(1)
selective unlearning
(1)
neural network
(1)
active data filtering
(1)
distinctiveness information
(1)
Papers
Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis
CVPR 2026
PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples
AAAI 2026
Continuous SO(3) Equivariant Convolution for 3D Point Cloud Analysis
ECCV 2024
DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning
AAAI 2024
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
NeurIPS 2022