AI-Conference Papers(학술대회논문)
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1
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
Ye, Jong Chul; Kim, kwanyoung; Oh, Yujin, The 18th European Conference on Computer Vision, ECCV 2024, 2024-10
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2
Fine-tuning Pre-trained Models for Robustness Under Noisy Labels
Sumyeong Ahn; Sihyeon Kim; Jongwoo Ko; Yun, Seyoung, International Joint Conference on Artificial Intelligence, 2024-08-09
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Synergistic Integration of Coordinate Network and Tensorial Feature for Improving NeRFs from Sparse Inputs
Kim, Mingyu; Kim Jun-Seong; Yun, Se-Young; Jin-Hwa Kim, International Conference on Machine Learning, 2024-07-24
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DistiLLM: Towards Streamlined Distillation for Large Language Models
Jongwoo Ko; Sungnyun Kim; Tianyi Chen; Yun, Seyoung, The Forty-first International Conference on Machine Learning, 2024-07-23
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FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
LEE, GIHUN; Minchan Jeong; SangMook Kim; Jaehoon Oh; Yun, Seyoung, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024, 2024-06-20
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Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models
Yujin Kim; Jaehong Yoon; Seonghyeon Ye; Sangmin Bae; Namgyu Ho; Sung Ju Hwang; Yun, Seyoung, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2024-06-17
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Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
Ye, Jong Chul; KWON, GIHYUN; Simon Jenni; Dingzeyu Li; Joon-Young Lee; Fabian Caba Heilbron, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, 2024-06
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Self-supervised debiasing using low rank regularization
Ye, Jong Chul; PARK, GEONYEONG; Jung, Chanyong; Sangmin Lee; Lee, Sang Wan, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, 2024-06
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VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
Ye, Jong Chul; Hyeonho Jeong; PARK, GEONYEONG, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, 2024-06
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10
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
Ye, Jong Chul; Hyelin Nam; KWON, GIHYUN; PARK, GEONYEONG, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, 2024-06
Collection's Items (Sorted by Submit Date in Descending order): 141 to 160 of 605
| Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Fan, Ying; Watkins, Olivia; Du, Yuqing; Liu, Hao; Ryu, Moonkyung; Boutilier, Craig; Abbeel, Pieter; et al, Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023, Neural Information Processing Systems Foundation, 2023-12-12 |
| Guide Your Agent with Adaptive Multimodal Rewards Kim, Changyeon; Seo, Younggyo; Liu, Hao; Lee, Lisa; Shin, Jinwoo; Lee, Honglak; Lee, Kimin, 37th Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, 2023-12-12 |
| StyleDrop: Text-to-Image Generation in Any Style Sohn, Kihyuk; Ruiz, Nataniel; Lee, Kimin; Chin, Daniel Castro; Blok, Irina; Chang, Huiwen; Barber, Jarred; et al, 37th Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, 2023-12-13 |
| Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning Oh, Jihwan; Kim, Joonkee; Jeong, Minchan; Yun, Seyoung, 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, pp.1597 - 1605, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2023-06-02 |
| Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification Bae, Sangmin; Kim, June-Woo; Cho, Won-Yang; Baek, Hyerim; Son, Soyoun; Lee, Byungjo; Ha, Changwan; et al, 24th International Speech Communication Association, Interspeech 2023, pp.5436 - 5440, International Speech Communication Association, 2023-08-22 |
| 해석 가능한 프롬프트 최적화에 관한 강화학습 연구 최윤선; 김기응; 반성현, 2023 한국소프트웨어종합학술대회 (KSC2023), 한국정보과학회, 2023-12-20 |
| Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Lee, Haanvid; Jongmin Lee; choi, yunseon; Wonseok Jeon; Byung-Jun Lee; Yung-Kyun Noh; Kim, Kee-Eung, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Advances in Neural Information Processing Systems, 2022-09-14 |
| Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective Ko, Jongwoo; Park, Seungjoon; Jeong, Minchan; Hong, Sukjin; Ahn, Euijai; Chang, Du-Seong; Yun, Seyoung, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 - Findings of EACL 2023, pp.158 - 175, Association for Computational Linguistics (ACL), 2023-05-02 |
| SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization Cho, Hanseul; Yun, Chulhee, 11th International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations (ICLR), 2023-05-03 |
| Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond Cha, Jaeyoung; Lee, Jaewook; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.3855 - 3912, International Conference on Machine Learning, 2023-07-25 |
| Provable Benefit of Mixup for Finding Optimal Decision Boundaries Oh, Junsoo; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.26403 - 26450, International Conference on Machine Learning, 2023-07-26 |
| On the Training Instability of Shuffling SGD with Batch Normalization Wu, David X; Yun, Chulhee; Sra, Suvrit, 40th International Conference on Machine Learning, ICML 2023, pp.37787 - 37845, International Conference on Machine Learning, 2023-07-26 |
| SigFormer: Signature Transformers for Deep Hedging Tong, Anh; Ngyuen-Tang, Thanh; Lee, Dongeun; Tran, Toan M; Choi, Jaesik, 4th ACM International Conference on AI in Finance, pp.124 - 132, Association for Computing Machinery (ACM), 2023-11-28 |
| Mosaic: Extremely Low-resolution RFID Vision for Visually-anonymized Action Recognition Shim, Seungwoo; Shin, Hyeonho; Cho, Myeongkyun; Lee, Youngki; Shin, Jinwoo; Kim, SongMin, 22nd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2023, pp.247 - 260, Association for Computing Machinery, Inc, 2023-05-12 |
| Test-Time Self-Adaptive Small Language Models for Question Answering Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong-Cheol, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07 |
| Knowledge-Augmented Language Model Verification Baek, Jinheon; Jeong, Soyeong; Kang, Minki; Park, Jong-Cheol; Hwang, Sung Ju, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07 |
| Effective Targeted Attacks for Adversarial Self-Supervised Learning Kim, Minseon; Ha, Hyeonjeong; Son, Sooel; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems (NeurIPS 2023), Neural Information Processing Systems Foundation, 2023-12-12 |
| 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), Neural information processing systems foundation, 2023-12-13 |
| Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation Jang, Kangwook; Kim, Sungnyun; Yun, Seyoung; Kim, Hoi-Rin, 24th International Speech Communication Association, Interspeech 2023, pp.316 - 320, International Speech Communication Association, 2023-08-21 |
| Information-Theoretic State Space Model for Multi-View Reinforcement Learning Hwang, HyeongJoo; Seo, Seokin; Jang, Youngsoo; Kim, Sungyoon; Kim, Geon-Hyeong; Hong, Seunghoon; Kim, Kee-Eung, 40th International Conference on Machine Learning, ICML 2023, pp.14249 - 14282, ML Research Press, 2023-07-23 |
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