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College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 121 to 140 of 605

121
Mitigating Dataset Bias by Using Per-Sample Gradient

Ahn, Sumyeong; Kim, SeongYoon; Yun, Seyoung, Eleventh International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations, 2023-05-02

122
CUDA: Curriculum of Data Augmentation for Long-tailed Recognition

Ahn, Sumyeong; Ko, Jongwoo; Yun, Seyoung, Eleventh International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations, 2023-05-03

123
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning

Kim, Sungnyun; Bae, Sangmin; Yun, Seyoung, The IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.7537 - 7547, IEEE/CVF, 2023-06-20

124
Re-thinking Federated Active Learning based on Inter-class Diversity

Kim, Sangmook; Bae, Sangmin; Song, Hwanjun; Yun, Seyoung, The IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.3944 - 3953, IEEE/CVF, 2023-06-20

125
Large Language Models Are Reasoning Teachers

Ho, Namgyu; Schmid, Laura; Yun, Seyoung, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.14852 - 14882, Association for Computational Linguistics (ACL), 2023-07-10

126
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators

Lee, Geon; Yoo, Jaemin; Shin, Kijung, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.5811 - 5812, Association for Computing Machinery, 2023-08-06

127
On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation, Analysis, and Algorithms

Bu, Fanchen; Shin, Kijung, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.117 - 129, Association for Computing Machinery, 2023-08-08

128
Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling

Jeon, Giyoung; Jeong, Haedong; Choi, Jaesik, 19th IEEE/CVF International Conference on Computer Vision, ICCV 2023, Institute of Electrical and Electronics Engineers Inc., 2023-10-04

129
Robust Graph Clustering via Meta Weighting for Noisy Graphs

Jo, Hyeonsoo; Bu, Fanchen; Shin, Kijung, 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, pp.1035 - 1044, Association for Computing Machinery, 2023-10-22

130
You're Not Alone in Battle: Combat Threat Analysis Using Attention Networks and a New Open Benchmark

Lee, Soo Yong; Kim, Juwon; Ryu, Dong Kuk; Shim, Sangheun; Park, Kiwoong; Shin, Kijung, 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, pp.4033 - 4037, Association for Computing Machinery, 2023-10-22

131
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning

Lee, Haeju; Jeong, Minchan; Yun, Seyoung; Kim, Kee-Eung, The 2023 Conference on Empirical Methods in Natural Language Processing, 2023 Association for Computational Linguistics, 2023-12-08

132
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation

MATSUNAGA, DAIKI EDDY; Lee, Jongmin; Yoon, Jaeseok; Leonardos, Stefanos; Abbeel, Pieter; Kim, Kee-Eung, The 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Neural information processing systems foundation, 2023-12-13

133
Denoising after Entropy-Based Debiasing a Robust Training Method for Dataset Bias with Noisy Labels

Ahn, Sumyeong; Yun, Seyoung, 37th AAAI Conference on Artificial Intelligence, AAAI 2023, pp.169 - 177, AAAI Press, 2023-02-10

134
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network

Bae, Sangmin; Kim, Sungnyun; Ko, Jongwoo; Lee, Gihun; Noh, Seungjong; Yun, Seyoung, 37th AAAI Conference on Artificial Intelligence, AAAI 2023, pp.197 - 205, AAAI Press, 2023-02-10

135
A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise

Ko, Jongwoo; Yi, Bongsoo; Yun, Seyoung, 37th AAAI Conference on Artificial Intelligence, AAAI 2023, pp.8325 - 8333, AAAI Press, 2023-02-10

136
Nearly Optimal Latent State Decoding in Block MDPs

Jedra, Yassir; Lee, Junghyun; Proutière, Alexandre; Yun, Seyoung, 26th International Conference on Artificial Intelligence and Statistics, AISTATS 2023, pp.2805 - 2904, ML Research Press, 2023-04-26

137
Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles

Kim, Jung-Hun; Yun, Seyoung; Jeong, Minchan; Nam, Junhyun; Shin, Jinwoo; Combes, Richard, 26th International Conference on Artificial Intelligence and Statistics, AISTATS 2023, pp.1624 - 1645, ML Research Press, 2023-04-26

138
Multi-View Masked World Models for Visual Robotic Manipulation

Seo, Younggyo; Kim, Junsu; James, Stephen; Lee, Kimin; Shin, Jinwoo; Abbeel, Pieter, 40th International Conference on Machine Learning, ICML 2023, International Machine Learning Society (IMLS), 2023-07-25

139
Controllability-Aware Unsupervised Skill Discovery

Park, Seohong; Lee, Kimin; Lee, Youngwoon; Abbeel, Pieter, 40th International Conference on Machine Learning, ICML 2023, International Machine Learning Society (IMLS), 2023-07-26

140
Adapting Text-based Dialogue State Tracker for Spoken Dialogues

Yoon, Jaeseok; Hwang, Seunghyun; Kim, Kee-Eung; Ran, Han; Bang, Jeong-Uk, 24th SIGdial Workshop on DSTC11: The Eleventh Dialog System Technology Challenge, pp.81 - 88, Association for Computational Linguistics, 2023-09-11

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