Beomsu Kim
19 papers · 2018–2025 · 12 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (12) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (46)
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Keyword Pioneer
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Conference Polyglot
(12)
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Grand Slam
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Topic Evolution
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Century Club
(19)
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Prolific Year
(5)
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Unstoppable
(8)
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Keyword Collector
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Conferences
ICLR (3)
ICML (3)
CVPR (2)
EMNLP (2)
NIPS (2)
AAAI (1)
ACL (1)
AISTATS (1)
ECCV (1)
INTERSPEECH (1)
NAACL (1)
RSS (1)
Top co-authors
Keywords
generative model
(2)
retrieval model
(2)
few-shot learning
(2)
diffusion model
(2)
image generation
(2)
dialogue system
(2)
energy-based model
(2)
open-domain dialogue
(2)
domain generalization
(1)
natural language generation
(1)
contrastive learning
(1)
prompt engineering
(1)
dialogue generation
(1)
response generation
(1)
conversational ai
(1)
visual representation
(1)
in-context learning
(1)
text-to-image generation
(1)
adversarial training
(1)
knowledge distillation
(1)
Papers
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
ICML 2025
Simple ReFlow: Improved Techniques for Fast Flow Models
ICLR 2025
Generalized Consistency Trajectory Models for Image Manipulation
ICLR 2025
Unpaired Image-to-Image Translation via Neural SchrΓΆdinger Bridge
ICLR 2024
Denoising MCMC for Accelerating Diffusion-Based Generative Models
ICML 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
NIPS 2023
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics
RSS 2023
Minimizing Trajectory Curvature of ODE-based Generative Models
ICML 2023
Measuring and Improving Semantic Diversity of Dialogue Generation
EMNLP 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation
ACL 2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
AISTATS 2022
Energy-Based Contrastive Learning of Visual Representations
NIPS 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances
NAACL 2022
Disentangling Label Distribution for Long-Tailed Visual Recognition
CVPR 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation
EMNLP 2021
Filter Style Transfer between Photos
ECCV 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
Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors
CVPR 2018