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): 201 to 220 of 577
| Dynamic Detection-Tracking Switching Bruno, Andreis; Park, Junhyeon; Hwang, Sung Ju; Kim, Minwoo, 10th International Conference on Ubiquitous and Future Networks, ICUFN 2018, pp.64 - 69, IEEE Computer Society, 2018-07 |
| Unsupervised anomaly detection of the gas turbine operation via convolutional auto-encoder Lee, Geunbae; Jung, Myungkyo; Song, Myoungwoo; Choo, Jaegul, 2020 IEEE International Conference on Prognostics and Health Management, ICPHM 2020, Prognostics and Health Management Society, 2020-06 |
| Towards Continual Knowledge Learning of Language Models Jang, Joel; Ye, Seonghyeon; Yang, Sohee; Shin, Joongbo; Han, Janghoon; Kim, Gyeonghun; Choi, Jungkyu; et al, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-27 |
| Supplementary material for understanding geometry of encoder-decoder CNNs (Proof included) Ye, Jong Chul; Sung, Woon Kyoung, 36th International Conference on Machine Learning, ICML 2019, pp.12255 - 12269, International Machine Learning Society (IMLS), 2019-06 |
| Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer Lim, Sungjun; Ye, Jong Chul, 2nd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2019, pp.173 - 180, Springer, 2019-10-17 |
| Learning based utility maximization for multi-resource management Lee, DongHoon; Chong, Song, 13th International Conference on Future Internet Technologies, CFI 2018, Association for Computing Machinery, 2018-06 |
| On the Soft-Subnetwork for Few-Shot Class Incremental Learning kang, Haeyong; Yoon, Jaehong; Madjid, Sultan; Hwang, Sung Ju; Yoo, Chang-Dong, International Conference on Learning Representations (ICLR) 2023, International Conference on Learning Representations, 2023-05-01 |
| Reinforcement Learning with Action-Free Pre-Training from Videos Seo, Younggyo; Lee, Kimin; James, Stephen; Abbeel, Pieter, 38th International Conference on Machine Learning (ICML), pp.19561 - 19579, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2022-07-20 |
| Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks Jung, Chanyong; Kwon, Gihyun; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.18239 - 18248, IEEE COMPUTER SOC, 2022-06 |
| Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation Cho, Wonwoo; Park, Jeonghoon; Choo, Jaegul, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.2623 - 2632, Institute of Electrical and Electronics Engineers Inc., 2023-01 |
| Robust and Efficient Alignment of Calcium Imaging Data through Simultaneous Low Rank and Sparse Decomposition Cho, Junmo; Han, Seungjae; Cho, Eun-Seo; Shin, Kijung; Yoon, Young-Gyu, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.1938 - 1947, Institute of Electrical and Electronics Engineers Inc., 2023-01 |
| Task Agnostic and Post-hoc Unseen Distribution Detection Dua, Radhika; Yang, Seongjun; Li, Yixuan; Choi, Yoonjae, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.1350 - 1359, Institute of Electrical and Electronics Engineers Inc., 2023-01 |
| Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization Cho, Youngin; Lee, Junsoo; Yang, Soyoung; Kim, Juntae; Park, Yeojeong; Lee, Haneol; Khan, Mohammad Azam; et al, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.1818 - 1827, Institute of Electrical and Electronics Engineers Inc., 2023-01 |
| CLIPstyler: Image Style Transfer with a Single Text Condition Kwon, Gihyun; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.18041 - 18050, IEEE COMPUTER SOC, 2022-06 |
| DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Kim, Boah; Han, Inhwa; Ye, Jong Chul, 17th European Conference on Computer Vision (ECCV), pp.347 - 364, SPRINGER INTERNATIONAL PUBLISHING AG, 2022-10 |
| AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment Kim, Kangyeol; Park, Sunghyun; Lee, Jaeseong; Chung, Sunghyo; Lee, Junsoo; Choo, Jaegul, 17th European Conference on Computer Vision (ECCV), pp.414 - 430, SPRINGER INTERNATIONAL PUBLISHING AG, 2022-10 |
| CXR Segmentation by AdaIN-Based Domain Adaptation and Knowledge Distillation Oh, Yujin; Ye, Jong Chul, 17th European Conference on Computer Vision (ECCV), pp.627 - 643, SPRINGER INTERNATIONAL PUBLISHING AG, 2022-10 |
| High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions Lee, Sangyun; Gu, Gyojung; Park, Sunghyun; Choi, Seunghwan; Choo, Jaegul, 17th European Conference on Computer Vision (ECCV), pp.204 - 219, SPRINGER INTERNATIONAL PUBLISHING AG, 2022-10 |
| Self-Supervised Dense Consistency Regularization for Image-to-Image Translation Ko, Minsu; Cha, Eunju; Suh, Sungjoo; Lee, Huijin; Han, Jae-Joon; Shin, Jinwoo; Han, Bohyung, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.18280 - 18289, IEEE COMPUTER SOC, 2022-06 |
| K-centered Patch Sampling for Efficient Video Recognition Park, Seong Hyeon; Tack, Jihoon; Heo, Byeongho; Ha, Jung-Woo; Shin, Jinwoo, 17th European Conference on Computer Vision (ECCV), pp.160 - 176, SPRINGER INTERNATIONAL PUBLISHING AG, 2022-10 |
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- 359 2020 - 2024
- 172 2010 - 2019
- 46 2001 - 2009