Articles by Korea Advanced Institute of Science & Technology

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Korea Advanced Institute of Science & Technology

Daejeon, South Korea

kaist.ac.kr

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Modeling and Analysis of GEO Satellite Networks

26 December 2023 by Dong-Hyun Jung and others at

Korea Advanced Institute of Science & Technology

Information Theory, Signal Processing

CST-former: Transformer with Channel-Spectro-Temporal Attention for Sound Event Localization and Detection

20 December 2023 by Yusun Shul and Jung-Woo Choi at

Korea Advanced Institute of Science & Technology

Audio and Speech Processing, Sound

Continual Learning: Forget-free Winning Subnetworks for Video Representations

18 September 2024 by Haeyong Kang and others at

Korea Advanced Institute of Science & Technology

Computer Vision and Pattern Recognition, Artificial Intelligence

HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue

15 December 2023 by Sunjae Yoon and others at

Korea Advanced Institute of Science & Technology

Computation and Language, Sound

Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection

7 December 2023 by Jongmin Yu and others at

Korea Advanced Institute of Science & Technology

Image and Video Processing, Artificial Intelligence

Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing

1 April 2024 by Hyelin Nam and others at

Korea Advanced Institute of Science & Technology

Computer Vision and Pattern Recognition, Artificial Intelligence

Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation

27 November 2023 by Jiachen Li and others at

Korea Advanced Institute of Science & Technology

Robotics, Artificial Intelligence

KTRL+F: Knowledge-Augmented In-Document Search

16 November 2023 by Hanseok Oh and others at

Korea Advanced Institute of Science & Technology

Computation and Language

Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level

20 June 2024 by Yoonsu Kim and others at

Korea Advanced Institute of Science & Technology

Human-Computer Interaction

Co-training and Co-distillation for Quality Improvement and Compression of Language Models

7 November 2023 by Hayeon Lee and others at

Korea Advanced Institute of Science & Technology

Computation and Language, Artificial Intelligence

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology

24 October 2024 by Yujin Oh and others at

Korea Advanced Institute of Science & Technology

Image and Video Processing, Computer Vision and Pattern Recognition

Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy

2 November 2023 by Dongmin Park and others at

Korea Advanced Institute of Science & Technology

Machine Learning, Artificial Intelligence

HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning

22 November 2023 by Yongjin Yang and others at

Korea Advanced Institute of Science & Technology

Computation and Language

Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions

1 November 2023 by Taehyeon Kim and others at

Korea Advanced Institute of Science & Technology

Computation and Language

Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents

31 October 2023 by Woojun Kim and others at

Korea Advanced Institute of Science & Technology

Machine Learning, Artificial Intelligence

General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History

22 July 2024 by Junu Kim and others at

Korea Advanced Institute of Science & Technology

Machine Learning, Computation and Language

Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

30 October 2023 by Luca Longo and others at

Korea Advanced Institute of Science & Technology

Artificial Intelligence

Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills

30 October 2023 by Seongun Kim and others at

Korea Advanced Institute of Science & Technology

Machine Learning, Artificial Intelligence

Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering

14 November 2023 by Sukmin Cho and others at

Korea Advanced Institute of Science & Technology

Computation and Language, Artificial Intelligence

Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Federated Object Detection

3 January 2024 by Taehyeon Kim and others at

Korea Advanced Institute of Science & Technology

Computer Vision and Pattern Recognition, Distributed, Parallel, and Cluster Computing

Multi-scale Diffusion Denoised Smoothing

27 October 2023 by Jongheon Jeong and Jinwoo Shin at

Korea Advanced Institute of Science & Technology

Machine Learning, Artificial Intelligence

Just-in-Time Flaky Test Detection via Abstracted Failure Symptom Matching

4 November 2023 by Gabin An and others at

Korea Advanced Institute of Science & Technology

Software Engineering

ChoiceMates: Supporting Unfamiliar Online Decision-Making with Multi-Agent Conversational Interactions

14 November 2023 by Jeongeon Park and others at

Korea Advanced Institute of Science & Technology

Human-Computer Interaction, Artificial Intelligence

PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling

18 December 2023 by Seonghwan Seo and Woo Youn Kim at

Korea Advanced Institute of Science & Technology

Biomolecules, Machine Learning

Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis

3 April 2024 by Nayeon Lee and others at

Korea Advanced Institute of Science & Technology

Computation and Language, Artificial Intelligence

Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery

2 November 2023 by Hyungmin Kim and others at

Korea Advanced Institute of Science & Technology

Computer Vision and Pattern Recognition, Artificial Intelligence

Exploring the Practicality of Generative Retrieval on Dynamic Corpora

5 October 2024 by Chaeeun Kim and others at

Korea Advanced Institute of Science & Technology

Information Retrieval, Artificial Intelligence

DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models

24 March 2024 by Sohyun An and others at

Korea Advanced Institute of Science & Technology

Machine Learning

Physics-Informed Convolutional Transformer for Predicting Volatility Surface

30 November 2023 by Soohan Kim and others at

Korea Advanced Institute of Science & Technology

Computational Finance

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Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition Computation and Language Audio and Speech Processing Sound Robotics Image and Video Processing Human-Computer Interaction Information Theory Information Retrieval Systems and Control Signal Processing Biomolecules Computational Finance