AI-Conference Papers(학술대회논문)
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1
Linear attention is (maybe) all you need (to understand Transformer optimization)
Ahn, Kwangjun; Cheng, Xiang; Song, Minhak; Yun, Chulhee; Jadbabaie, Ali; Sra, Suvrit, 12th International Conference on Learning Representations, ICLR 2024, 2024-05-07
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해석 가능한 프롬프트 최적화에 관한 강화학습 연구
최윤선; 김기응; 반성현, 2023 한국소프트웨어종합학술대회 (KSC2023), 2023-12-20
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GEX: A flexible method for approximating influence via Geometric Ensemble
Kim, Sung-Yub; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, 2023-12-15
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Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
Kang, Minki; Lee, Seanie; Baek, Jinheon; Kenji, Kawaguchi; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, 2023-12-14
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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), 2023-12-13
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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), 2023-12-13
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StyleDrop: Text-to-Image Generation in Any Style
Sohn, Kihyuk; Ruiz, Nataniel; Lee, Kimin; Chin, Daniel Castro; Blok, Irina; Chang, Huiwen; Barber, Jarred; Jiang, Lu; Entis, Glenn; Li, Yuanzhen; Hao, Yuan; Essa, Irfan; Rubinstein, Michael; Krishnan, Dilip, 37th Conference on Neural Information Processing Systems (NeurIPS), 2023-12-13
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Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds
Yun, Jihun; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, 2023-12-13
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PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
Lee, Hojoon; Cho, Hanseul; Kim, Hyunseung; Gwak, Daehoon; Kim, Joonkee; Choo, Jaegul; Yun, Se-Young; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, 2023-12-13
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Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
Song, Minhak; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, 2023-12-13
Collection's Items (Sorted by Submit Date in Descending order): 41 to 60 of 578
| Masked World Models for Visual Control Seo, Younggyo; Hafner, Danijar; Liu, Hao; Liu, Fangchen; James, Stephen; Lee, Kimin; Abbeel, Pieter, 6th Conference on Robot Learning, CoRL 2022, pp.1332 - 1344, ML Research Press, 2022-12-17 |
| The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Kim, BeomYoung; Hwang, Sung Ju, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, The IEEE/CVF Conference, 2023-06-20 |
| Denoising MCMC for Accelerating Diffusion-Based Generative Models Kim, Beomsu; Ye, Jong Chul, 40th International Conference on Machine Learning, ICML 2023, International Machine Learning Society (IMLS), 2023-07 |
| ClaimDiff: Comparing and Contrasting Claims on Contentious Issues Ko, Miyoung; Seong, Ingyu; Lee, Hwaran; Park, Joonsuk; Chang, Minsuk; Seo, Minjoon, ACL 2023, pp.4711 - 4731, Association for Computational Linguistics (ACL), 2023-07 |
| Fixed Input Parameterization for Efficient Prompting Choi, Eunbi; Jo, Yongrae; Jang, Joel; Jang, Joonwon; Seo, Minjoon, ACL 2023, pp.8428 - 8441, Association for Computational Linguistics (ACL), 2023-07 |
| Nonparametric Decoding for Generative Retrieval Lee, Hyunji; Kim, Jaeyoung; Chang, Hoyeon; Oh, Hanseok; Yang, Sohee; Karpukhin, Vlad; Lu, Yi; et al, ACL 2023, pp.12642 - 12661, Association for Computational Linguistics (ACL), 2023-07 |
| Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning Ha, Hyeonmin; Jung, Soyoung; Park, Jinsol; Seo, Minjoon; Hwang, Seung-Won; Chun, Byung-Gon, ACL 2023, pp.3335 - 3350, Association for Computational Linguistics (ACL), 2023-07 |
| Knowledge Unlearning for Mitigating Privacy Risks in Language Models Jang, Joel; Yoon, Dongkeun; Yang, Sohee; Cha, Sungmin; Lee, Moontae; Logeswaran, Lajanugen; Seo, Minjoon, ACL 2023, pp.14389 - 14408, Association for Computational Linguistics (ACL), 2023-07 |
| Gradient Ascent Post-training Enhances Language Model Generalization Yoon, Dongkeun; Jang, Joel; Kim, Sungdong; Seo, Minjoon, ACL 2023, pp.851 - 864, Association for Computational Linguistics (ACL), 2023-07 |
| FACTKG: Fact Verification via Reasoning on Knowledge Graphs Kim, Jiho; Park, Sungjin; Kwon, Yeonsu; Jo, Yohan; Thorne, James; Choi, Yoonjae, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.16190 - 16206, Association for Computational Linguistics (ACL), 2023-07-12 |
| Direct Fact Retrieval from Knowledge Graphs without Entity Linking Baek, Jinheon; Aji, Alham Fikri; Lehmann, Jens; Hwang, Sung Ju, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.10038 - 10055, Association for Computational Linguistics (ACL), 2023-07-12 |
| Exploring Chemical Space with Score-based Out-of-distribution Generation Lee, Seul; Jo, Jaehyeong; Hwang, Sung Ju, 40th International Conference on Machine Learning, ICML 2023, pp.18852 - 18871, ML Research Press, 2023-07-26 |
| GEX: A flexible method for approximating influence via Geometric Ensemble Kim, Sung-Yub; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural Information Processing Systems Foundatio, 2023-12-15 |
| Programmatic Modeling and Generation of Real-time Strategic Soccer Environments for Reinforcement Learning Azad, Abdus Salam; Kim, Edward; Wu, Qiancheng; Lee, Kimin; Stoica, Ion; Abbeel, Pieter; Seshia, Sanjit A, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, Association for the Advancement of Artificial Intelligence, 2022-02-26 |
| Energy-Based Contrastive Learning of Visual Representations Kim, Beomsu; Ye, Jong Chul, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11 |
| Minimizing Trajectory Curvature of ODE-based Generative Models Lee, Sangyun; Kim, Beomsu; Ye, Jong Chul, 40th International Conference on Machine Learning, ICML 2023, International Machine Learning Society (IMLS), 2023-07 |
| Exploring the Benefits of Training Expert Language Models over Instruction Tuning Jang, Joel; Kim, Seungone; Ye, Seonghyeon; Kim, Doyoung; Logeswaran, Lajanugen; Lee, Moontae; Lee, Kyungjae; et al, ICML 2023, pp.14702 - 14729, International Machine Learning Society (IMLS), 2023-07 |
| RGE: A Repulsive Graph Rectification for Node Classification via Influence Song, Jaeyun; Kim, Sung-Yub; Yang, Eunho, 40th International Conference on Machine Learning, ICML 2023, pp.32331 - 32348, ML Research Press, 2023-07-27 |
| Direct Diffusion Bridge using Data Consistency for Inverse Problems Chung, Hyungjin; Kim, jeongsol; Ye, Jong Chul, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural information processing systems foundation, 2023-12 |
| Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds Yun, Jihun; Yang, Eunho, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural Information Processing Systems, 2023-12-13 |
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- 360 2020 - 2024
- 172 2010 - 2019
- 46 2001 - 2009