Donghoon Lee
13 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(76)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Deep Learning
(7)
Analysis
(5)
Artificial Intelligence
(4)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core AI
(3)
Core Methods
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Methods
(2)
Models
(2)
Keywords
neural network
(2)
vision-language model
(2)
image classification
(2)
sample efficiency
(1)
embedding learning
(1)
adversarial learning
(1)
semantic segmentation
(1)
transfer learning
(1)
compressive sensing
(1)
point cloud registration
(1)
depth estimation
(1)
video generation
(1)
video synthesis
(1)
data augmentation
(1)
multimodal learning
(1)
vision transformer
(1)
3d vision
(1)
image synthesis
(1)
image editing
(1)
reinforcement learning
(1)
Papers
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
ICML 2025
FeRG-LLM : Feature Engineering by Reason Generation Large Language Models
NAACL 2025
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
NeurIPS 2024
MAGVLT: Masked Generative Vision-and-Language Transformer
CVPR 2023
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
NeurIPS 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
NeurIPS 2022
DeepPRO: Deep Partial Point Cloud Registration of Objects
ICCV 2021
Learning Augmentation Network via Influence Functions
CVPR 2020
Inserting Videos Into Videos
CVPR 2019
Context-aware Synthesis and Placement of Object Instances
NeurIPS 2018
Unsupervised holistic image generation from key local patches
ECCV 2018
Face Alignment Using Cascade Gaussian Process Regression Trees
CVPR 2015
Fast and Accurate Head Pose Estimation via Random Projection Forests
ICCV 2015