Beomsu Kim
19 papers · 2018–2025 · 12 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (45) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🏆
Grand Slam
🧬
Topic Evolution
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(101)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(14)
Machine Learning
(14)
Models
(11)
Computer Vision
(8)
Learning Types · Machine Learning
(8)
Application Areas
(5)
Generation · Computer Vision
(5)
Learning Types · Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Generation · Natural Language Processing
(2)
Keywords
diffusion model
(6)
generative model
(5)
flow matching
(2)
retrieval model
(2)
image generation
(2)
few-shot learning
(2)
stochastic differential equation
(2)
image-to-image translation
(2)
retrieval-augmented generation
(2)
dialogue system
(2)
energy-based model
(2)
open-domain dialogue
(2)
response generation
(1)
dialogue generation
(1)
image restoration
(1)
prompt engineering
(1)
natural language generation
(1)
domain generalization
(1)
adversarial robustness
(1)
conversational ai
(1)
Papers
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
ICML 2025
Generalized Consistency Trajectory Models for Image Manipulation
ICLR 2025
Simple ReFlow: Improved Techniques for Fast Flow Models
ICLR 2025
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
ICLR 2024
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics
RSS 2023
Denoising MCMC for Accelerating Diffusion-Based Generative Models
ICML 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
NeurIPS 2023
Minimizing Trajectory Curvature of ODE-based Generative Models
ICML 2023
Energy-Based Contrastive Learning of Visual Representations
NeurIPS 2022
Measuring and Improving Semantic Diversity of Dialogue Generation
EMNLP 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances
NAACL 2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
AISTATS 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation
ACL 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