Sungwoong Kim
21 papers · 2011–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (14) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(61)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Keyword Champion
π§¬
Topic Evolution
π
Trend Setter
ποΈ
Keyword Collector
(115)
π
Century Club
(21)
π₯
Unstoppable
(8)
Conferences
NIPS (7)
CVPR (4)
EMNLP (4)
AAAI (1)
ACL (1)
COLING (1)
ECCV (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
image classification
(3)
few-shot learning
(3)
reinforcement learning
(3)
multimodal learning
(3)
graph neural network
(2)
object detection
(2)
vision-language model
(2)
data augmentation
(2)
image segmentation
(1)
variational inference
(1)
semantic segmentation
(1)
bayesian inference
(1)
gradient-based optimization
(1)
policy optimization
(1)
dialogue generation
(1)
image generation
(1)
natural language generation
(1)
attention mechanism
(1)
self-supervised learning
(1)
benchmark evaluation
(1)
Papers
ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
ICML 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms
EMNLP 2025
Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making
EMNLP 2025
EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild
NAACL 2025
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
EMNLP 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
MEVG : Multi-event Video Generation with Text-to-Video Models
ECCV 2024
Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation
EMNLP 2023
MAGVLT: Masked Generative Vision-and-Language Transformer
CVPR 2023
Score-based Generative Models with LΓ©vy Processes
NIPS 2023
Selective Token Generation for Few-shot Natural Language Generation
COLING 2022
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward
NIPS 2022
Visual Concept Reasoning Networks
AAAI 2021
Spatially Consistent Representation Learning
CVPR 2021
Spatially Attentive Output Layer for Image Classification
CVPR 2020
Learning Loss for Test-Time Augmentation
NIPS 2020
Edge-Labeling Graph Neural Network for Few-Shot Learning
CVPR 2019
Mining GOLD Samples for Conditional GANs
NIPS 2019
Fast AutoAugment
NIPS 2019
Bayesian Model-Agnostic Meta-Learning
NIPS 2018
Higher-Order Correlation Clustering for Image Segmentation
NIPS 2011