Dongyoung Kim
12 papers · 2019–2026 · 10 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (42)
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Grand Slam
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Topic Evolution
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Keyword Collector
(68)
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(9)
Learning Types Β· Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Computer Vision
(5)
Processing
(4)
Natural Language Processing
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Techniques
(3)
Application Areas
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Keywords
large language model
(4)
few-shot learning
(2)
white balancing
(2)
preference learning
(2)
color constancy
(2)
reinforcement learning
(2)
black-box optimization
(1)
online learning
(1)
zero-shot learning
(1)
knowledge transfer
(1)
question answering
(1)
video understanding
(1)
temporal information
(1)
keyword spotting
(1)
intrinsic motivation
(1)
attention mechanism
(1)
value estimation
(1)
real-time processing
(1)
landmark detection
(1)
semantic matching
(1)
Papers
From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance
WACV 2026
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
ICCV 2025
Debiasing Online Preference Learning via Preference Feature Preservation
ACL 2025
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
ICLR 2025
Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
CVPR 2024
Learning to Correct for QA Reasoning with Black-box LLMs
EMNLP 2024
Visual Representation Learning with Stochastic Frame Prediction
ICML 2024
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration
NeurIPS 2023
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination
ICCV 2021
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding
Interspeech 2020
MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets
AAAI 2020
Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices
Interspeech 2019