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AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 121 to 140 of 578

121
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective

Ko, Jongwoo; Park, Seungjoon; Jeong, Minchan; Hong, Sukjin; Ahn, Euijai; Chang, Du-Seong; Yun, Seyoung, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 - Findings of EACL 2023, pp.158 - 175, Association for Computational Linguistics (ACL), 2023-05-02

122
SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization

Cho, Hanseul; Yun, Chulhee, 11th International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations (ICLR), 2023-05-03

123
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond

Cha, Jaeyoung; Lee, Jaewook; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.3855 - 3912, International Conference on Machine Learning, 2023-07-25

124
Provable Benefit of Mixup for Finding Optimal Decision Boundaries

Oh, Junsoo; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.26403 - 26450, International Conference on Machine Learning, 2023-07-26

125
On the Training Instability of Shuffling SGD with Batch Normalization

Wu, David X; Yun, Chulhee; Sra, Suvrit, 40th International Conference on Machine Learning, ICML 2023, pp.37787 - 37845, International Conference on Machine Learning, 2023-07-26

126
SigFormer: Signature Transformers for Deep Hedging

Tong, Anh; Ngyuen-Tang, Thanh; Lee, Dongeun; Tran, Toan M; Choi, Jaesik, 4th ACM International Conference on AI in Finance, pp.124 - 132, Association for Computing Machinery (ACM), 2023-11-28

127
Mosaic: Extremely Low-resolution RFID Vision for Visually-anonymized Action Recognition

Shim, Seungwoo; Shin, Hyeonho; Cho, Myeongkyun; Lee, Youngki; Shin, Jinwoo; Kim, SongMin, 22nd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2023, pp.247 - 260, Association for Computing Machinery, Inc, 2023-05-12

128
Test-Time Self-Adaptive Small Language Models for Question Answering

Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong-Cheol, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07

129
Knowledge-Augmented Language Model Verification

Baek, Jinheon; Jeong, Soyeong; Kang, Minki; Park, Jong-Cheol; Hwang, Sung Ju, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07

130
Effective Targeted Attacks for Adversarial Self-Supervised Learning

Kim, Minseon; Ha, Hyeonjeong; Son, Sooel; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Neural Information Processing Systems Foundation, 2023-12-12

131
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information

Seo, Seokin; HWANG, HYEONGJOO; Yang, Hongseok; Kim, Kee-Eung, The 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Neural information processing systems foundation, 2023-12-13

132
Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation

Jang, Kangwook; Kim, Sungnyun; Yun, Seyoung; Kim, Hoi-Rin, 24th International Speech Communication Association, Interspeech 2023, pp.316 - 320, International Speech Communication Association, 2023-08-21

133
Information-Theoretic State Space Model for Multi-View Reinforcement Learning

Hwang, HyeongJoo; Seo, Seokin; Jang, Youngsoo; Kim, Sungyoon; Kim, Geon-Hyeong; Hong, Seunghoon; Kim, Kee-Eung, 40th International Conference on Machine Learning, ICML 2023, pp.14249 - 14282, ML Research Press, 2023-07-23

134
Towards Deep Attention in Graph Neural Networks: Problems and Remedies

Lee, Soo Yong; Bu, Fanchen; Yoo, Jaemin; Shin, Kijung, 40th International Conference on Machine Learning, ICML 2023, pp.18733 - 18773, ML Research Press, 2023-07-26

135
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction

Kim, Sunwoo; Bu, Fanchen; Choe, Min Young; Yoo, Jaemin; Shin, Kijung, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.1132 - 1143, Association for Computing Machinery, 2023-08-08

136
Classification of Edge-dependent Labels of Nodes in Hypergraphs

Choe, Min Young; Kim, Sunwoo; Yoo, Jaemin; Shin, Kijung, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.298 - 309, Association for Computing Machinery, 2023-08-09

137
Tutorials at The Web Conference 2023

Fionda, Valeria; Hartig, Olaf; Abdolazimi, Reyhaneh; Amer-Yahia, Sihem; Chen, Hongzhi; Chen, Xiao; Cui, Peng; et al, WWW '23: The ACM Web Conference 2023, ACM, 2023-04-30

138
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning

Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.6019 - 6031, Association for Computational Linguistics (ACL), 2023-07-10

139
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation

Yoon, Soyoung; Park, Sungjoon; Kim, Gyuwan; Cho, Junhee; Park, Kihyo; Kim, Gyutae; Seo, Minjoon; et al, ACL 2023, pp.6713 - 6742, Association for Computational Linguistics (ACL), 2023-07

140
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement

Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, pp.477 - 490, Association for Computational Linguistics (ACL), 2023-05-04

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