Beomsu Kim

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 67

Top Topics

Routing Protocol

Diffusion Models

Image Manipulation

Top Venues

Publications

Beomsu Kim, Michael Puthawala, Jong Chul Ye, Emanuele Sansone
(Deep) Generative Geodesics. CoRR (2024)
Beomsu Kim, Gihyun Kwon, Kwanyoung Kim, Jong Chul Ye
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge. ICLR (2024)
Beomsu Kim, Jaemin Kim, Jeongsol Kim, Jong Chul Ye
Generalized Consistency Trajectory Models for Image Manipulation. CoRR (2024)
Geonung Kim, Beomsu Kim, Eunhyeok Park, Sunghyun Cho
Task-Oriented Diffusion Model Compression. CoRR (2024)
Geon Yeong Park, Jeongsol Kim, Beomsu Kim, Sang Wan Lee, Jong Chul Ye
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models. CoRR (2023)
Beomsu Kim, Gihyun Kwon, Kwanyoung Kim, Jong Chul Ye
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge. CoRR (2023)
Geon Yeong Park, Jeongsol Kim, Beomsu Kim, Sang Wan Lee, Jong Chul Ye
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models. NeurIPS (2023)
Sangyun Lee, Beomsu Kim, Jong Chul Ye
Minimizing Trajectory Curvature of ODE-based Generative Models. ICML (2023)
Beomsu Kim, Jong Chul Ye
Denoising MCMC for Accelerating Diffusion-Based Generative Models. ICML (2023)
Taekyung Kim, Jungwi Mun, Junwon Seo, Beomsu Kim, Seongil Hong
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics. CoRR (2023)
Taekyung Kim, Jungwi Mun, Junwon Seo, Beomsu Kim, Seongil Hong
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics. Robotics: Science and Systems (2023)
Jong-Hyeok Park, Beomsu Kim, Soohee Han
Reinforcement Learning With Model-Based Assistance for Shape Control in Sendzimir Rolling Mills. IEEE Trans. Control. Syst. Technol. 31 (4) (2023)
Sangyun Lee, Beomsu Kim, Jong Chul Ye
Minimizing Trajectory Curvature of ODE-based Generative Models. CoRR (2023)
Beomsu Kim, Jong Chul Ye
Denoising MCMC for Accelerating Diffusion-Based Generative Models. CoRR (2022)
Beomsu Kim, Ki-Il Kim, Babar Shah, Sana Ullah, Kyong Hoon Kim
An extended IEEE 802.15.6 for thermal-aware resource management. Ad Hoc Networks 131 (2022)
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation. ConvAI@ACL (2022)
Beomsu Kim, Junghoon Seo
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness. AISTATS (2022)
Beomsu Kim, Jong Chul Ye
Energy-Based Contrastive Learning of Visual Representations. NeurIPS (2022)
Seungju Han, Beomsu Kim, Buru Chang
Measuring and Improving Semantic Diversity of Dialogue Generation. CoRR (2022)
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances. NAACL-HLT (2022)
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances. CoRR (2022)
Seungju Han, Beomsu Kim, Buru Chang
Measuring and Improving Semantic Diversity of Dialogue Generation. EMNLP (Findings) (2022)
Beomsu Kim, Junghoon Seo
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness. CoRR (2022)
Beomsu Kim, Jong Chul Ye
Mitigating Out-of-Distribution Data Density Overestimation in Energy-Based Models. CoRR (2022)
Beomsu Kim, Kuk-Hyun Ahn, Seungkyu Nam, Dong Jin Hyun
Upper extremity exoskeleton system to generate customized therapy motions for stroke survivors. Robotics Auton. Syst. 154 (2022)
Beomsu Kim, Jong Chul Ye
Energy-Based Contrastive Learning of Visual Representations. CoRR (2022)
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation. EMNLP (Findings) (2021)
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation. CoRR (2021)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-Tailed Visual Recognition. CVPR (2021)
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation. CoRR (2021)
Joonyoung Yi, Beomsu Kim, Buru Chang
Embedding Normalization: Significance Preserving Feature Normalization for Click-Through Rate Prediction. ICDM (Workshops) (2021)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-tailed Visual Recognition. CoRR (2020)
Jonghwa Yim, Jisung Yoo, Won-joon Do, Beomsu Kim, Jihwan Choe
Filter Style Transfer Between Photos. ECCV (6) (2020)
Beomsu Kim, Bongsoo Roh, Jae-Hyun Ham, Ki-Il Kim
Extended OLSR and AODV based on multi-criteria decision making method. Telecommun. Syst. 73 (2) (2020)
Beomsu Kim, Ki-Il Kim
Design of Temperature-Aware Routing for IEEE 802.15.6 Based Wireless Body Area Networks. MASS (2020)
Beomsu Kim, Ki-Il Kim
A Priority-based Dynamic Link Scheduling Algorithm Using Multi-criteria Decision Making in Wireless Body Area Networks. MASCOTS (2020)
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets. AAAI (2020)
Jonghwa Yim, Jisung Yoo, Won-joon Do, Beomsu Kim, Jihwan Choe
Filter Style Transfer between Photos. CoRR (2020)
Beomsu Kim, Sana Ullah, Kyong Hoon Kim, Bongsoo Roh, Jae-Hyun Ham, Ki-Il Kim
An enhanced geographical routing protocol based on multi-criteria decision making method in mobile ad-hoc networks. Ad Hoc Networks 103 (2020)
Beomsu Kim, Sangdae Kim, Kyong Hoon Kim, Tae-Eung Sung, Babar Shah, Ki-Il Kim
Adaptive Real-Time Routing Protocol for (m, k)-Firm in Industrial Wireless Multimedia Sensor Networks. Sensors 20 (6) (2020)
Sangdae Kim, Beomsu Kim, Kyong Hoon Kim, Ki-Il Kim
Opportunistic Multipath Routing in Long-Hop Wireless Sensor Networks. Sensors 19 (19) (2019)
Tien Dat Nguyen, Beomsu Kim, Min-Cheol Hong
New Hole-Filling Method Using Extrapolated Spatio-Temporal Background Information for a Synthesized Free-View. IEEE Trans. Multim. 21 (6) (2019)
Beomsu Kim, Monther Aldwairi, Ki-Il Kim
An Efficient Real-Time Data Dissemination Multicast Protocol for Big Data in Wireless Sensor Networks. J. Grid Comput. 17 (2) (2019)
Sangwoo Jung, Beomsu Kim, Ki-Il Kim, Bongsoo Roh, Jae-Hyun Ham
Implementation of AODV-UU on Linux 4.15 Kernel. MASS Workshops (2019)
Jaemin Baek, Wookyong Kwon, Beomsu Kim, Soohee Han
A Widely Adaptive Time-Delayed Control and Its Application to Robot Manipulators. IEEE Trans. Ind. Electron. 66 (7) (2019)
Beomsu Kim, Junghoon Seo, Taegyun Jeon
Bridging Adversarial Robustness and Gradient Interpretability. CoRR (2019)
Beomsu Kim, Ki-Il Kim, Babar Shah, Francis Chow, Kyong Hoon Kim
Wireless Sensor Networks for Big Data Systems. Sensors 19 (7) (2019)
Junghoon Seo, Seungwon Lee, Beomsu Kim, Taegyun Jeon
Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector. CoRR (2019)
Beomsu Kim, Daniel Godfrey Majengo, Ki-Il Kim, Bongsoo Roh, Jae-Hyun Ham
Dynamic Timer Based on Expected Link Duration in Mobile Ad Hoc Networks. MASS Workshops (2019)
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. CoRR (2019)
Beomsu Kim, Junghoon Seo, Seunghyeon Jeon, Jamyoung Koo, Jeongyeol Choe, Taegyun Jeon
Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. ICCV Workshops (2019)
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. CoRR (2019)
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices. INTERSPEECH (2019)
Beomsu Kim, Junghoon Seo, Seunghyun Jeon, Jamyoung Koo, Jeongyeol Choe, Taegyun Jeon
Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. CoRR (2019)
Beomsu Kim, Ki-Il Kim, Bongsoo Roh, Hyungseok Choi
Hierarchical Routing for Unmanned Aerial Vehicle Relayed Tactical Ad Hoc Networks. MASS (2018)
Junghoon Seo, Jeongyeol Choe, Jamyoung Koo, Seunghyeon Jeon, Beomsu Kim, Taegyun Jeon
Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative. CoRR (2018)
Junhyug Noh, Soochan Lee, Beomsu Kim, Gunhee Kim
Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors. CVPR (2018)
Beomsu Kim, Ki-Il Kim, Bongsoo Roh, Hyungseok Choi
A Spectrum Aware Routing Protocol in Cognitive Radio Ad Hoc Networks. MASS (2018)
Beomsu Kim, Ki-Il Kim, Babar Shah
An Enhanced Temperature Aware Routing Protocol in Wireless Body Area Networks. COMPSAC (1) (2018)
Beomsu Kim, Ki-Il Kim, Bongsoo Roh, Hyungseok Choi
A new routing protocol for UAV relayed tactical mobile ad hoc networks. WTS (2018)
Beomsu Kim, Hosung Park, Kyong Hoon Kim, Daniel Godfrey, Ki-Il Kim
A Survey on Real-Time Communications in Wireless Sensor Networks. Wirel. Commun. Mob. Comput. 2017 (2017)
Mohammad Abdul Azim, Babar Shah, Beomsu Kim, Kyong Hoon Kim, Ki-Il Kim
Variants of Spray and Forwarding Scheme in Delay Tolerant Networks. IEICE Trans. Commun. (10) (2017)
Hosung Park, Beomsu Kim, Kyong Hoon Kim, Babar Shah, Ki-Il Kim
)-firm Real-Time Stream in Wireless Sensor Networks. Sensors 17 (11) (2017)
Beomsu Kim, Kyong Hoon Kim, Ki-Il Kim
A Survey on Mobility Support in Wireless Body Area Networks. Sensors 17 (4) (2017)
Kyungwoon Lee, Hyunjin Kim, Beomsu Kim, Chuck Yoo
Analysis on network performance of container virtualization on IoT devices. ICTC (2017)
Mohammad Abdul Azim, Beomsu Kim, Babar Shah, Ki-Il Kim
Real-time routing protocols for (m, k)-firm streams based on multi-criteria in wireless sensor networks. Wirel. Networks 23 (4) (2017)
Beomsu Kim, SeokYoon Kang, JuHo Lim, Kyong Hoon Kim, Ki-Il Kim
A mobility-based temperature-aware routing protocol for Wireless Body Sensor Networks. ICOIN (2017)
Huu-Noi Doan, Beomsu Kim, Min-Cheol Hong
A spatial-temporal hole filling approach with background modeling and texture synthesis for 3D video. RACS (2015)
Jinju Lim, Beomsu Kim, Min-Cheol Hong
Video stabilization based on the detection and alpha-trimmed means smoothing filtering of undesirable motion. RACS (2015)
Huu-Noi Doan, Beomsu Kim, Min-Cheol Hong
Hole Filling Algorithm Using Spatial-Temporal Background Depth Map for View Synthesis in Free View Point Television. PCM (2) (2015)
Huu-Noi Doan, Tuan-Anh Nguyen, Beomsu Kim, Min-Cheol Hong
Directional hole filling algorithm in new view synthesis for 3D video using local segmentation. RACS (2014)
Myoung-Jin Kim, Beomsu Kim, Min-Cheol Hong
Image enhancement and post-processing for low-resolution compressed video. RACS (2013)
Tuan-Anh Nguyen, Beomsu Kim, Min-Cheol Hong
MRF-based adaptive detection approach: a framework for restoring image degraded by Gaussian noise. RACS (2013)
Beomsu Kim, Hee Yong Youn, Krishna M. Kavi
Hierarchical Interconnection Networks: Routing Performance in the Presence of Faults. SPDP (1992)