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

共收录 1472
2409.07012 2025-05-07 eess.IV cs.AI cs.CV

Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records

Daeun Kyung, Junu Kim, Tackeun Kim, Edward Choi

机构 * KAIST(韩国科学技术院) TALOS Corp(TALOS公司)

Comments Accepted at Proc. of Conference on Health, Inference, and Learning (CHIL) 2025 (10 pages for main text, 3 pages for references, 8 pages for supplementary materials)

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2505.02830 2025-05-06 cs.CV cs.CL

AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation

Qingqiu Li, Zihang Cui, Seongsu Bae, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng, Quanli Shen, Xiaobo Zhang, Junjun He, Shujun Wang

机构 * Fudan University(复旦大学) Xidian University(西安电子科技大学) KAIST(韩国科学技术院) Children’s Hospital of Fudan University(复旦大学附属儿童医院) Shanghai AI Laboratory(上海人工智能实验室) Hong Kong Polytechnic University(香港理工大学)

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2504.19820 2025-05-06 cs.LG cs.IR

Hierarchical Uncertainty-Aware Graph Neural Network

Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim

机构 * Samsung SDS(三星 SDS) KAIST(韩国科学技术院) Samsung(三星) Korea Institute of Energy Technology(韩国能源技术研究所)

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2403.06432 2025-05-06 cs.LG q-bio.NC

Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain

Jungwon Choi, Hyungi Lee, Byung-Hoon Kim, Juho Lee

机构 * KAIST AI(韩国国立科学技术院人工智能研究所) Yonsei University College of Medicine(延世大学医学院) AITRICS

Comments Under review

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2505.01104 2025-05-05 cs.CV

VSC: Visual Search Compositional Text-to-Image Diffusion Model

Do Huu Dat, Nam Hyeonu, Po-Yuan Mao, Tae-Hyun Oh

机构 * VinUniversity(文大学) POSTECH(POSTECH大学) Academia Sinica(学术院) KAIST(韩国科学技术院)

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2505.00500 2025-05-02 cs.RO cs.LG

Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations

Minseok Song, JeongHo Ha, Bonggyeong Park, Daehyung Park

机构 * KAIST(韩国科学技术院)

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2505.00023 2025-05-02 cs.CL cs.AI

CORG: Generating Answers from Complex, Interrelated Contexts

Hyunji Lee, Franck Dernoncourt, Trung Bui, Seunghyun Yoon

机构 * KAIST AI(韩国科学技术院人工智能实验室) Adobe Research(Adobe研究院)

Comments published at Findings of NAACL 2025

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2504.18539 2025-05-01 eess.AS cs.LG cs.MM cs.SD

Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation

Sungnyun Kim, Sungwoo Cho, Sangmin Bae, Kangwook Jang, Se-Young Yun

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) School of Electrical Engineering, KAIST(电气工程学院,韩国科学技术院)

Comments ICLR 2025; 22 pages, 6 figures, 14 tables

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2402.01338 2025-05-01 cond-mat.stat-mech cond-mat.soft cs.LG physics.bio-ph

Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks

Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong

机构 * KAIST(韩国科学技术院)

Comments 34 pages, 17 figures

Journal ref Chaos, Solitons & Fractals 197 (2025) 116440

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2504.20615 2025-04-30 cs.RO

Multi-Sensor Fusion for Quadruped Robot State Estimation using Invariant Filtering and Smoothing

Ylenia Nisticò, Hajun Kim, João Carlos Virgolino Soares, Geoff Fink, Hae-Won Park, Claudio Semini

机构 * Dynamic Legged Systems (DLS), Istituto Italiano di Tecnologia (IIT)(动态腿系统(DLS)、意大利技术研究院(IIT)) Korean Advanced Institute of Science and Technology (KAIST)(韩国先进科学研究院(KAIST)) Department of Engineering, Thompson Rivers University(工程系,汤普森河大学)

Comments Accepted for publication in IEEE Robotics and Automation Letters

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2504.20451 2025-04-30 cs.CL cs.IR

Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs

Daniel Lee, Harsh Sharma, Jieun Han, Sunny Jeong, Alice Oh, Vered Shwartz

机构 * Adobe Inc.(Adobe公司) CU Boulder(科罗拉多大学博尔德分校) KAIST(韩国科学技术院) New York University(纽约大学) UBC(不列颠哥伦比亚大学)

Comments Accepted at SemEval-2025 Workshop (ACL 2025)

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2410.11259 2025-04-30 cs.CV

Rethinking the Role of Infrastructure in Collaborative Perception

Hyunchul Bae, Minhee Kang, Minwoo Song, Heejin Ahn

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

Comments Accepted by ECCV 2024 Workshop MAAS, 14 pages

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2406.15959 2025-04-30 math.NA cs.CE cs.LG cs.NA

A Nonoverlapping Domain Decomposition Method for Extreme Learning Machines: Elliptic Problems

Chang-Ock Lee, Youngkyu Lee, Byungeun Ryoo

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

Comments 18 pages, 4 figures, 7 tables

Journal ref Computers & Mathematics with Applications Vol. 189 (2025)

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2302.00671 2025-04-30 cs.LG cs.AI cs.RO

QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing

Grace Zhang, Ayush Jain, Injune Hwang, Shao-Hua Sun, Joseph J. Lim

机构 * University of Southern California(南加州大学) KAIST(韩国科学技术院) National Taiwan University(台湾国立大学)

Comments ICLR 2025

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2504.19622 2025-04-29 cs.AI

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models

Minsu Kim, Sangryul Kim, James Thorne

机构 * KAIST AI(韩国科学技术院人工智能)

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2504.19247 2025-04-29 cs.RO cs.SY eess.SY

Efficient COLREGs-Compliant Collision Avoidance using Turning Circle-based Control Barrier Function

Changyu Lee, Jinwook Park, Jinwhan Kim

机构 * Mobile Robotics and Intelligence Laboratory, Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST)(移动机器人与智能实验室,机械工程系,韩国科学技术院)

Comments This work has been submitted to an IEEE journal for possible publication

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2504.17219 2025-04-25 cs.LG cs.AI cs.CR

Enhancing Variational Autoencoders with Smooth Robust Latent Encoding

Hyomin Lee, Minseon Kim, Sangwon Jang, Jongheon Jeong, Sung Ju Hwang

机构 * Korea University(韩国大学) Microsoft(微软) KAIST(韩国科学技术院)

Comments Under review

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2504.17077 2025-04-25 physics.optics cs.AI physics.comp-ph

Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models

Dongjin Seo, Soobin Um, Sangbin Lee, Jong Chul Ye, Haejun Chung

机构 * KAIST(韩国科学技术院)

Comments 25 pages, 7 Figures

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2504.16682 2025-04-24 cs.LG math.CA stat.ML

Provable wavelet-based neural approximation

Youngmi Hur, Hyojae Lim, Mikyoung Lim

机构 * Department of Mathematics, Yonsei University(延世大学数学系) Johann Radon Institute for Computational and Applied Mathematics (RICAM)(约翰·拉恩研究所) Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology(韩国科学技术院数学科学系)

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2504.16501 2025-04-24 cs.LG

Dynamic Time-aware Continual User Representation Learning

Seungyoon Choi, Sein Kim, Hongseok Kang, Wonjoong Kim, Chanyoung Park

机构 * KAIST(韩国釜山科学技术院)

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2504.16352 2025-04-24 cs.IR cs.AI

Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios

Jiwan Kim, Hongseok Kang, Sein Kim, Kibum Kim, Chanyoung Park

机构 * KAIST(韩国科学技术院)

Comments SIGIR 2025

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2504.02812 2025-04-24 cs.CV

BOP Challenge 2024 on Model-Based and Model-Free 6D Object Pose Estimation

Van Nguyen Nguyen, Stephen Tyree, Andrew Guo, Mederic Fourmy, Anas Gouda, Taeyeop Lee, Sungphill Moon, Hyeontae Son, Lukas Ranftl, Jonathan Tremblay, Eric Brachmann, Bertram Drost, Vincent Lepetit, Carsten Rother, Stan Birchfield, Jiri Matas, Yann Labbe, Martin Sundermeyer, Tomas Hodan

机构 * ENPC(巴黎中央理工学院) NVIDIA(英伟达) University of Toronto(多伦多大学) CTU Prague(布拉格CTU) TU Dortmund(德累斯顿理工大学) KAIST(韩国科学技术院) NAVER LABS(NAVER实验室) MVTec(MVTec公司) TU Munich(慕尼黑工业大学) Heidelberg University(海德堡大学) Google(谷歌) Meta

Comments arXiv admin note: text overlap with arXiv:2403.09799

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2502.11986 2025-04-23 cs.LG

Selective Task Group Updates for Multi-Task Optimization

Wooseong Jeong, Kuk-Jin Yoon

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

Comments Accepted at ICLR 2025

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2504.15323 2025-04-23 cs.LG cs.AI cs.CV

HyperFlow: Gradient-Free Emulation of Few-Shot Fine-Tuning

Donggyun Kim, Chanwoo Kim, Seunghoon Hong

机构 * KAIST School of Computing(韩国国立科学技术院计算机科学学院)

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2504.15135 2025-04-22 cs.IR cs.AI cs.CL

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking

Juyeon Kim, Geon Lee, Taeuk Kim, Kijung Shin

机构 * KAIST(韩国科学技术院) Hanyang University(翰林大学)

Comments SIGIR 2025 (Short)

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2504.14889 2025-04-22 cs.LG cs.AI

Latent Bayesian Optimization via Autoregressive Normalizing Flows

Seunghun Lee, Jinyoung Park, Jaewon Chu, Minseo Yoon, Hyunwoo J. Kim

机构 * Department of Computer Science and Engineering, Korea University(韩国大学计算机科学与工程系) School of Computing, KAIST(韩国科学技术院计算机科学学院)

Comments ICLR 2025

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2504.14687 2025-04-22 cs.CV

Seurat: From Moving Points to Depth

Seokju Cho, Jiahui Huang, Seungryong Kim, Joon-Young Lee

机构 * KAIST AI(韩国科学技术院人工智能研究所) Adobe Research(Adobe研究院)

Comments CVPR 2025 Highlight. Project page: https://seurat-cvpr.github.io

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2504.13406 2025-04-22 cs.RO cs.AI cs.CL cs.CV

LangCoop: Collaborative Driving with Language

Xiangbo Gao, Yuheng Wu, Rujia Wang, Chenxi Liu, Yang Zhou, Zhengzhong Tu

机构 * Texas A&M University(德克萨斯大学) KAIST(韩国科学技术院) University of Utah(犹他大学)

Journal ref CVPRW 2025

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2501.14278 2025-04-22 cs.LG cs.AI

Active Learning for Continual Learning: Keeping the Past Alive in the Present

Jaehyun Park, Dongmin Park, Jae-Gil Lee

机构 * KAIST(韩国科学技术院) KRAFTON

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2501.12218 2025-04-22 cs.CV

Exploring Temporally-Aware Features for Point Tracking

Inès Hyeonsu Kim, Seokju Cho, Jiahui Huang, Jung Yi, Joon-Young Lee, Seungryong Kim

机构 * KAIST AI(韩国科学技术院人工智能研究所) Adobe Research(Adobe研究院)

Comments CVPR 2025. Project page: https://cvlab-kaist.github.io/Chrono/

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