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Korea Advanced Institute of Science and Technology(韩国科学技术院)

共收录 1472
2408.11915 2025-09-18 cs.SD cs.CV cs.LG cs.MM eess.AS

Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound

Junwon Lee, Jaekwon Im, Dabin Kim, Juhan Nam

机构 * Graduate School of AI, KAIST(韩国国立庆熙大学人工智能研究生院) Graduate School of CT, KAIST(韩国国立庆熙大学CT研究生院)

Comments Accepted at IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)

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2509.11966 2025-09-16 cs.LG physics.geo-ph

Deep operator network for surrogate modeling of poroelasticity with random permeability fields

Sangjoon Park, Yeonjong Shin, Jinhyun Choo

机构 * Department of Civil and Environmental Engineering, KAIST, Daejeon, South Korea(韩国釜山科学技术院土木与环境工程系) Department of Mathematics, North Carolina State University, Raleigh, United States(美国北卡罗来纳州立大学数学系) Department of Civil and Environmental Engineering, Seoul National University, Seoul, South Korea(韩国首尔国立大学土木与环境工程系) Institute of Construction and Environmental Engineering, Seoul National University, Seoul, South Korea(韩国首尔国立大学建设与环境工程研究所)

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2509.10852 2025-09-16 cs.CL cs.AI

Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue

Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho

机构 * Seoul National University(首尔国立大学) Coxwave KAIST(韩国科学技术院)

Comments Accepted by EMNLP 2025 (Findings)

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2505.20742 2025-09-16 cs.LG

'Hello, World!': Making GNNs Talk with LLMs

Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin

机构 * Kim Jaechul Graduate School of AI, KAIST(金 Jaechul人工智能研究生院,韩国科学技术院)

Comments Published as a conference paper at EMNLP 2025 Findings. Code and datasets are in https://github.com/kswoo97/GLN-Code

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2505.04468 2025-09-16 cs.LG cs.AI cs.IT cs.NE math.IT

Fast Fourier Transform-Based Spectral and Temporal Gradient Filtering for Differential Privacy

Hyeju Shin, Vincent-Daniel, Kyudan Jung, Seongwon Yun

机构 * Electronics and Telecommunications Research Institute (ETRI)(电子电信研究所) University of Southern California(南加州大学) KAIST(韩国科学技术院) Hanwha Life Insurance(翰威特生命保险) OpenNN Lab, MODULABS(OpenNN实验室,MODULABS)

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2504.11889 2025-09-16 cs.IR cs.CL

Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration

Donghee Han, Hwanjun Song, Mun Yong Yi

机构 * KAIST(韩国科学技术院)

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2410.18444 2025-09-16 cs.CL cs.SD eess.AS

Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts

ChaeHun Park, Hojun Cho, Jaegul Choo

机构 * KAIST AI(韩国国立信息科学院人工智能研究所)

Comments EMNLP 2025 Findings

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2406.15007 2025-09-16 cs.AI

RouteFinder: Towards Foundation Models for Vehicle Routing Problems

Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels Wouda, Leon Lan, Junyoung Park, Kevin Tierney, Jinkyoo Park

机构 * KAIST(韩国科学技术院) Bielefeld University(比勒菲尔德大学) Rotterdam School of Management(鹿特丹管理学院) VU Amsterdam(阿姆斯特丹自由大学) Omelet AI4CO

Comments TMLR 2025. A previous version of this work was presented as Oral at the ICML 2024 FM-Wild Workshop

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2412.01340 2025-09-15 cs.CL

A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls

Sheikh Shafayat, Dongkeun Yoon, Woori Jang, Jiwoo Choi, Alice Oh, Seohyon Jung

机构 * KAIST(韩国科学技术院)

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2509.08830 2025-09-12 eess.SP cs.LG

A Masked Representation Learning to Model Cardiac Functions Using Multiple Physiological Signals

Seong-A Park, Jong-Eui Chae, Sungdong Kim, Hyung-Chul Lee, Hyun-Lim Yang

机构 * Seoul National University Hospital(首尔国立大学医院) Seoul National University(首尔国立大学) KAIST AI(韩国科学技术院人工智能研究所)

Comments 16 pages, 5 figures

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2503.18492 2025-09-12 cs.HC cs.AI cs.CL

VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification

Jungjae Lee, Dongjae Lee, Chihun Choi, Youngmin Im, Jaeyoung Wi, Kihong Heo, Sangeun Oh, Sunjae Lee, Insik Shin

机构 * School of Computing, KAIST(计算机学院,韩国科学技术院) Korea University(韩国大学) Sungkyunkwan University(成均馆大学)

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2503.09151 2025-09-11 cs.CV cs.AI

Reangle-A-Video: 4D Video Generation as Video-to-Video Translation

Hyeonho Jeong, Suhyeon Lee, Jong Chul Ye

机构 * KAIST(韩国科学技术院) Adobe Research(Adobe研究)

Comments ICCV 2025, Project page: https://hyeonho99.github.io/reangle-a-video/

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2503.10032 2025-09-10 math.NA cs.CE cs.LG cs.NA

A Neumann-Neumann Acceleration with Coarse Space for Domain Decomposition of Extreme Learning Machines

Chang-Ock Lee, Byungeun Ryoo

机构 * Department of Mathematical Sciences, KAIST(数学科学系,韩国科学技术院)

Comments 21 pages, 6 figures, 6 tables

Journal ref Neurocomputing Vol. 655 (2025)

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2509.06986 2025-09-10 cs.CV cs.AI

CellPainTR: Generalizable Representation Learning for Cross-Dataset Cell Painting Analysis

Cedric Caruzzo, Jong Chul Ye

机构 * Graduate School of AI KAIST(人工智能研究生院韩国科学技术院)

Comments 14 pages, 4 figures. Code available at: https://github.com/CellPainTR/CellPainTR

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2509.05785 2025-09-09 cs.CV

CRAB: Camera-Radar Fusion for Reducing Depth Ambiguity in Backward Projection based View Transformation

In-Jae Lee, Sihwan Hwang, Youngseok Kim, Wonjune Kim, Sanmin Kim, Dongsuk Kum

机构 * Interdisciplinary Program in Artificial intelligence, Seoul National University(人工智能跨学科项目,首尔国立大学) Cho Chun Shik Graduate School of Mobility, KAIST(移动性研究生院,韩国科学技术院) dot Inc(42dot公司) Electronics and Telecommunications Research Institute (ETRI)(电子电信研究院) Department of Automobile and IT Convergence, Kookmin University(汽车与IT融合系,韩国釜山大学)

Comments Accepted by ICRA 2025

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2509.04950 2025-09-08 cs.RO

Ground-Aware Octree-A* Hybrid Path Planning for Memory-Efficient 3D Navigation of Ground Vehicles

Byeong-Il Ham, Hyun-Bin Kim, Kyung-Soo Kim

机构 * Robotics Program, Korea Advanced Institute of Science and Technology(KAIST)(韩国科学技术院机器人项目) Department of Mechanical Engineering, KAIST(韩国科学技术院机械工程系)

Comments 6 pages, 3 figures. Accepted at The 25th International Conference on Control, Automation, and Systems (ICCAS 2025). This is arXiv v1 (pre-revision); the camera-ready has been submitted

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2509.03025 2025-09-08 cs.CV cs.AI

Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens

Sohee Kim, Soohyun Ryu, Joonhyung Park, Eunho Yang

机构 * KAIST AI(韩国科学技术院人工智能研究所) AITRICS(人工智能与机器人技术研究所在线)

Comments accepted to EMNLP 2025

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2502.06109 2025-09-08 cs.RO

CDM: Contact Diffusion Model for Multi-Contact Point Localization

Seo Wook Han, Min Jun Kim

机构 * Intelligent Robotic Systems Laboratory, Korea Advanced Institute of Science and Technology(韩国科学技术院智能机器人系统实验室)

Comments This paper has been accepted for publication at the 2025 IEEE International Conference on Robotics and Automation (ICRA), Atlanta, USA

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2509.00813 2025-09-05 cs.SD cs.AI eess.AS

AImoclips: A Benchmark for Evaluating Emotion Conveyance in Text-to-Music Generation

Gyehun Go, Satbyul Han, Ahyeon Choi, Eunjin Choi, Juhan Nam, Jeong Mi Park

机构 * Korea Advanced Institute of Science and Technology (KAIST)(韩国科学技术院) Seoul National University (SNU)(首尔国立大学)

Comments to be published in HCMIR25: 3rd Workshop on Human-Centric Music Information Research

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2502.10118 2025-09-05 cs.CV cs.AI

Image Embedding Sampling Method for Diverse Captioning

Sania Waheed, Na Min An

机构 * University of Southhampton(南安普顿大学) KAIST(韩国科学技术院)

Comments 17 pages, 5 figures, 9 tables

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2509.01242 2025-09-03 cs.CV

Learning Correlation-aware Aleatoric Uncertainty for 3D Hand Pose Estimation

Lee Chae-Yeon, Nam Hyeon-Woo, Tae-Hyun Oh

机构 * Grad. School of AI POSTECH(POSTECH人工智能研究生院) Dept. of Electrical Engineering POSTECH(POSTECH电气工程系) School of Computing KAIST(KAIST计算学院)

Comments BMVC 2025. Project page: https://hand-uncertainty.github.io/

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2508.18057 2025-09-03 cs.SD cs.AI

Dynamic Fusion Multimodal Network for SpeechWellness Detection

Wenqiang Sun, Han Yin, Jisheng Bai, Jianfeng Chen

机构 * Northwestern Polytechnical University(西北工业大学) School of Electrical Engineering, KAIST(韩国成均馆大学电气工程学院) LianFeng Acoustic Technologies Co., Ltd.(联丰声学科技有限公司) Xi’an University of Posts & Telecommunications(西安邮电大学)

Comments 6 pages, 5figures

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2502.14259 2025-07-08 cs.LG

LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records

Sujeong Im, Jungwoo Oh, Edward Choi

机构 * KAIST(韩国科学技术院)

Comments 11 pages for main text, 13 pages for appendix

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2408.10356 2025-07-08 cs.CV physics.data-an physics.soc-ph

Investigating the diversity and stylization of contemporary user generated visual arts in the complexity entropy plane

Seunghwan Kim, Byunghwee Lee, Wonjae Lee

机构 * Graduate School of Culture Technology, KAIST(韩国科学技术院文化科技研究生院) Center for Complex Networks and Systems Research, Luddy School of Informatics, Computing, and Engineering, Indiana University(印第安纳大学复杂网络与系统研究中心,林迪学校) Institute of Basic Science, Sungkyunkwan University(全北国立大学基础科学研究所)

Comments 19 pages, 3 figures, 1 table, SI(4 figures, 3 tables)

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2502.16824 2025-07-08 cs.LG stat.ML

Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization

Taeyoung Yun, Kiyoung Om, Jaewoo Lee, Sujin Yun, Jinkyoo Park

机构 * Korea Advanced Institute of Science and Technology (KAIST)(韩国科学技术院)

Comments 21 pages, 12 figures, 5 tables

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2507.02365 2025-07-04 cs.LG

Deep Reinforcement Learning-Based DRAM Equalizer Parameter Optimization Using Latent Representations

Muhammad Usama, Dong Eui Chang

机构 * Control Laboratory, School of Electrical Engineering, KAIST(控制实验室,电气工程学院,韩国科学技术院)

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2506.09993 2025-07-04 cs.CV cs.AI cs.LG

Text-Aware Image Restoration with Diffusion Models

Jaewon Min, Jin Hyeon Kim, Paul Hyunbin Cho, Jaeeun Lee, Jihye Park, Minkyu Park, Sangpil Kim, Hyunhee Park, Seungryong Kim

机构 * KAIST AI(韩国科学技术院人工智能研究所) Korea University(韩国大学) Yonsei University(延世大学) Samsung Electronics(三星电子)

Comments Project page: https://cvlab-kaist.github.io/TAIR/

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2506.19283 2025-07-04 cs.CV cs.AI cs.RO

AirV2X: Unified Air-Ground Vehicle-to-Everything Collaboration

Xiangbo Gao, Yuheng Wu, Fengze Yang, Xuewen Luo, Keshu Wu, Xinghao Chen, Yuping Wang, Chenxi Liu, Yang Zhou, Zhengzhong Tu

机构 * Texas A&M University(德克萨斯理工大学) KAIST(韩国科学技术院) The University of Utah(犹他大学) University of Washington(华盛顿大学) University of Michigan(密歇根大学)

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2411.02136 2025-07-04 cs.CV cs.AI cs.LG

Advanced computer vision for extracting georeferenced vehicle trajectories from drone imagery

Robert Fonod, Haechan Cho, Hwasoo Yeo, Nikolas Geroliminis

机构 * KAIST(韩国科学技术院) EPFL(苏黎世联邦理工学院)

Journal ref Transportation Research Part C: Emerging Technologies, Vol. 178, p. 105205, 2025

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2507.01031 2025-07-03 cs.LG cs.SE

PyTorch-based Geometric Learning with Non-CUDA Processing Units: Experiences from Intel Gaudi-v2 HPUs

Fanchen Bu, Kijung Shin

机构 * KAIST(韩国国立釜山科学技术院)

Comments Conference paper: Accepted in Korea Computer Congress (KCC) 2025. The library is available at https://github.com/bokveizen/gaudi-geometric-learning

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