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): 181 to 200 of 577
| Meta-Learning with Self-Improving Momentum Target Tack, Jihoon; Park, Jongjin; Lee, Hankook; Lee, Jaeho; Shin, Jinwoo, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11 |
| Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Ko, Jihoon; Lee, Kyuhan; Hwang, Hyunjin; Shin, Kijung, 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022, pp.1063 - 1070, IEEE Computer Society, 2022-11 |
| RényiCL: Contrastive Representation Learning with Skew Rényi Divergence Lee, Kyungmin; Shin, Jinwoo, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11 |
| GRAPHENS:NEIGHBOR-AWARE EGO NETWORK SYNTHESIS FOR CLASS-IMBALANCED NODE CLASSIFICATION Park, JoonHyung; Song, Jaeyun; Yang, Eunho, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, ICLR, 2022-04 |
| EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Lee, Gyubok; Hwang, Hyeonji; Bae, Seongsu; Kwon, Yeonsu; Shin, Woncheol; Yang, Seongjun; Seo, Minjoon; et al, NeurIPS 2022, Neural Information Processing Systems Foundation, 2022-12 |
| NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation Gong, Taesik; Jeong, Jongheon; Kim, Taewon; Kim, Yewon; Shin, Jinwoo; Lee, Sung-Ju, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11 |
| Scalable Neural Video Representations with Learnable Positional Features Kim, Subin; Yu, Sihyun; Lee, Jaeho; Shin, Jinwoo, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11 |
| Real-time and Explainable Detection of Epidemics with Global News Data Kim, Sungnyun; Shin, Jaewoo; Eom, Seongha; Oh, Jihwan; Yun, Seyoung, 1st Workshop on Healthcare AI and COVID-19, ICML 2022, pp.73 - 90, ML Research Press, 2022-07-22 |
| Long-tail Mixup for Extreme Multi-label Classification Han, Sangwoo; Choi, Eunseong; Lim, Chan; Shim, Hyunjung; Lee, Jongwuk, 31st ACM International Conference on Information and Knowledge Management, CIKM 2022, pp.3998 - 4002, Association for Computing Machinery, 2022-10 |
| Conditional Temporal Neural Processes with Covariance Loss Yoo, Boseon; Lee, Jiwoo; Ju, Janghoon; Chung, Seijun; Kim, Soyeon; Choi, Jaesik, 38th International Conference on Machine Learning, ICML 2021, pp.12051 - 12061, ML Research Press, 2021-07 |
| Generating Multi-agent Patrol Areas by Reinforcement Learning Park, Bumjin; Kang, Cheongwoong; Choi, Jaesik, 2021 21st International Conference on Control, Automation and Systems (ICCAS), pp.104 - 107, IEEE, 2021-10-12 |
| Unsupervised Learning for Acoustic Shadowing Artifact Removal in Ultrasound Imaging Huh, Jaeyoung; Khan, Shujaat; Ye, Jong Chul, 2021 IEEE International Ultrasonics Symposium (IUS), IEEE, 2021-09-11 |
| Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation Kwon, Gihyun; Ye, Jong Chul, 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.13960 - 13969, IEEE, 2021-10 |
| Quality-Agnostic Image Recognition via Invertible Decoder Kim, Insoo; Han, Seungju; Baek, Ji-Won; Park, Seong-Jin; Han, Jae-Joon; Shin, Jinwoo, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2021-06 |
| Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images Han, Jiyeon; Choi, Hwanil; Choi, Yunjey; Kim, Junho; Ha, Jung-Woo; Choi, Jaesik, International Conference on Learning Representations (ICLR), International Conference on Learning Representations, 2023-05-02 |
| Adaptive and Explainable Deployment of Navigation Skills via Hierarchical Deep Reinforcement Learning Lee, Kyowoon; Kim, Seongun; Choi, Jaesik, IEEE International Conference on Robotics and Automation (ICRA 2023), IEEE, 2023-05-30 |
| Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills Kim, Seongun; Lee, Kyowoon; Choi, Jaesik, International Conference on Machine Learning, ICML2023, International Machine Learning Society, 2023-07-28 |
| Beyond Max-weight Scheduling: A Reinforcement Learning-based Approach Bae, Jeongmin; Lee, Joohyun; Chong, Song, 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2019, Institute of Electrical and Electronics Engineers Inc., 2019-06 |
| Incremental learning with unlabeled data in the wild Lee, Kibok; Lee, Kimin; Shin, Jinwoo; Lee, Honglak, 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019, pp.29 - 32, IEEE Computer Society, 2019-06 |
| Learning Task Clusters via Sparsity Grouped Multitask Learning Kshirsagar, Meghana; Yang, Eunho; Lozano, Aurélie C, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2017, pp.673 - 689, Springer Verlag, 2017-09 |
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- 359 2020 - 2024
- 172 2010 - 2019
- 46 2001 - 2009