← Authors

Beomsu Kim

19 papers · 2018–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (46) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (19) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (89)

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

Jong Chul Ye (8) Seokjun Seo (6) Buru Chang (5) Seungju Han (5) Enkhbayar Erdenee (3) Dongyoung Kim (2) Sungjoo Ha (2) Martin Kersner (2) Jeongsol Kim (2) Gihyun Kwon (1)

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