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): 61 to 80 of 577
| Grad-StyleSpeech: Any-speaker Adaptive Text-To-Speech Synthesis with Diffusion Models Kang, Minki; Min, Dongchan; Hwang, Sung Ju, 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, IEEE Signal Processing Society, 2023-06-06 |
| ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models Kang, Minki; Han, Wooseok; Hwang, Sung Ju; Yang, Eunho, 24th International Speech Communication Association, Interspeech 2023, pp.4339 - 4343, International Speech Communication Association, 2023-08-22 |
| Knowledge Corpus Error in Question Answering Lee, Yejoon; Oh, Philhoon; Thorne, James, Empirical Methods in Natural Language Processing, EMNLP 2023, Association for Computational Linguistics, 2023-12-08 |
| Detrimental Contexts in Open-Domain Question Answering Oh, Philhoon; Thorne, James, Empirical Methods in Natural Language Processing, EMNLP 2023, Association for Computational Linguistics, 2023-12-08 |
| HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning Yang, Yongjin; Kim, Joonkee; Kim, Yujin; Ho, Namgyu; Thorne, James; Yun, Seyoung, Empirical Methods in Natural Language Processing, EMNLP 2023, Association for Computational Linguistics, 2023-12-08 |
| Can Large Language Models Capture Dissenting Human Voices? Lee, Noah; An, Na Min; Thorne, James, Empirical Methods in Natural Language Processing, EMNLP 2023, Association for Computational Linguistics, 2023-12-09 |
| Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Hong, Jiwoo; Cho, Yejin; Jung, Jaemin; Han, Jiyoung; Thorne, James, Empirical Methods in Natural Language Processing, EMNLP 2023, Association for Computational Linguistics, 2023-12-09 |
| F2RPC: Fake to Real Portrait Control from a Virtual Character Kang, Seoungyoon; Kim, Minjae; Shim, Hyunjung, 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023, pp.803 - 804, Institute of Electrical and Electronics Engineers Inc., 2023-03-26 |
| Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Lee, Suhyeon; Chung, Hyungjin; Park, Minyoung; Park, Jonghyuk; Ryu, Wi-Sun; Ye, Jong Chul, International Conference on Computer Vision, ICCV 2023, IEEE Computer Society, 2023-10 |
| Zero-shot contrastive loss for text-guided diffusion image style transfer Yang, Serin; Hwang, Hyunmin; Ye, Jong Chul, International Conference on Computer Vision, ICCV 2023, IEEE Computer Society, 2023-10 |
| Rethinking the Entropy of Instance in Adversarial Training Kim, Minseon; Tack, Jihoon; Shin, Jinwoo; Hwang, Sung Ju, 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023, pp.316 - 326, Institute of Electrical and Electronics Engineers Inc., 2023-02-08 |
| TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models Jang, Joel; Ye, Seonghyeon; Lee, Changho; Yang, Sohee; Shin, Joongbo; Han, Janghoon; Kim, Gyeonghun; et al, EMNLP 2022, pp.6237 - 6250, Association for Computational Linguistics (ACL), 2022-12 |
| Generative Multi-hop Retrieval Lee, Hyunji; Yang, Sohee; Oh, Hanseok; Seo, Minjoon, EMNLP 2022, pp.1417 - 1436, Association for Computational Linguistics (ACL), 2022-12 |
| Training debiased subnetworks with contrastive weight pruning Park, Geon Yeong; Lee, Sangmin; Lee, Sang Wan; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE COMPUTER SOC, 2023-06 |
| Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models Park, Geon Yeong; Kim, jeongsol; Kim, Beomsu; Lee, Sang Wan; Ye, Jong Chul, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural information processing systems foundation, 2023-12 |
| 특징조합 교란자 균형을 통한 인과정규화된 로지스틱 회귀 개선 서석인; 황형주; 양홍석; 김기응, 2022 한국소프트웨어종합학술대회 (KSC 2022), 한국정보과학회, 2022-12-21 |
| Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding Kim, Gyeongman; Shim, Hajin; Kim, Hyunsu; Choi, Yunjey; Kim, Junho; Yang, Eunho, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.6091 - 6100, IEEE Computer Society, 2023-06-20 |
| Personalized Subgraph Federated Learning Baek, Jinheon; Jeong, Wonyong; Jin, Jiongdao; Yoon, Jaehong; Hwang, Sung Ju, 40th International Conference on Machine Learning, ICML 2023, pp.1396 - 1415, ML Research Press, 2023-07-23 |
| Continual Learners are Incremental Model Generalizers Yoon, Jaehong; Hwang, Sung Ju; Cao, Yue, 40th International Conference on Machine Learning (ICML 2023), International Machine Learning Society, 2023-07-26 |
| Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation Jung, Yeonsung; Shim, Hajin; Yang, June Yond; Yang, Eunho, 40th International Conference on Machine Learning, ICML 2023, International Conference on Machine Learning, 2023-07-28 |
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