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): 21 to 40 of 577
| Towards More Generalizable One-shot Visual Imitation Learning Mandi, Zhao; Liu, Fangchen; Lee, Kimin; Abbeel, Pieter, 39th IEEE International Conference on Robotics and Automation, ICRA 2022, pp.2434 - 2444, Institute of Electrical and Electronics Engineers Inc., 2022-05 |
| Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel Kim, Sung-Yub; Park, Sihwan; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-01 |
| Diffusion-based Image Translation using disentangled style and content representation Kwon, Gihyun; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05 |
| Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Kim, Boah; Oh, Yujin; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05 |
| Diffusion Posterior Sampling for General Noisy Inverse Problems Chung, Hyungjin; Kim, Jeongsol; Mccann, Michael T; Klasky, Marc L; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05 |
| Self-Supervised Set Representation Learning for Unsupervised Meta-Learning Lee, Dong Bok; Lee, Seanie; Kawaguchi, Kenji; Kim, Yunji; Bang, Jihwan; Ha, Jung-Woo; Hwang, Sung Ju, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-01 |
| Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Kim, Yoonjeon; Kim, Hyunsu; Kim, Junho; Choi, Yunjey; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-03 |
| Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models Chung, Hyungjin; Ryu, Dohoon; Mccann, Michael T; Klasky, Marc L; Ye, Jong Chul, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023-06 |
| Parallel Diffusion Models of Operator and Image for Blind Inverse Problems Chung, Hyungjin; Kim, Jeongsol; Kim, Sehui; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.6059 - 6069, IEEE Computer Society, 2023-06 |
| PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label Park, Joonhyung; Seo, Hyunjin; Yang, Eunho, International Conference on Computer Vision, ICCV 2023, IEEE Computer Society, 2023-10-05 |
| Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations Kim, Minseon; Ha, Hyeonjeong; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Thirty-seventh Conference on Neural Information Processing Systems, 2023-12-12 |
| HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator Seo, Younggyo; Lee, Kimin; Liu, Fangchen; James, Stephen; Abbeel, Pieter, 29th IEEE International Conference on Image Processing, ICIP 2022, pp.3943 - 3947, IEEE International Conference on Image Processing, 2022-10 |
| A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction Hwang, Wonseok; Lee, Dongjun; Cho, Kyoungyeon; Lee, Hanuhl; Seo, Minjoon, NeurIPS 2022, Neural Information Processing Systems Foundation, 2022-12 |
| Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Ye, Seonghyeon; Kim, Doyoung; Seo, Minjoon, ICLR 2023, International Conference on Learning Representations (ICLR), 2023-05 |
| Sparse Token Transformers with Attention Back Tracking Lee, Heejun; Kang, Minki; Lee, Youngwan; Hwang, Sung Ju, The Eleventh International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations, 2023-05-03 |
| Weavspeech: Data Augmentation Strategy For Automatic Speech Recognition Via Semantic-Aware Weaving Seo, Kyusung; Park, Joonhyung; Song, Jaeyun; Yang, Eunho, 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, IEEE Signal Processing Society, 2023-06-04 |
| BiasAdv: Bias-Adversarial Augmentation for Model Debiasing Lim, Jongin; Kim, Youngdong; Kim, Byungjai; Ahn, Changho; Shin, Jinwoo; Yang, Eunho; Han, Seungju, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023-06-20 |
| Co-training and Co-distillation for Quality Improvement and Compression of Language Models Lee, Hayeon; Hou, Rui; Kim, Jongphil; Liang, Davis; Zhang, Hongbo; Hwang, Sung Ju; Min, Alexander, Empirical Methods in Natural Language Processing, EMNLP 2023, Association of Computational Linguistics, 2023-12-06 |
| 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, Neural Information Processing Systems Foundatio, 2023-12-14 |
| 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 |
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- 359 2020 - 2024
- 172 2010 - 2019
- 46 2001 - 2009