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College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 605

1
Enhancing Differentiable Architecture Search: A Study on Small Number of Cell Blocks in the Search Stage, and Important Branches-based Cells Selection

Bedionita Soro; Chong, Song, 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, pp.1245 - 1253, Institute of Electrical and Electronics Engineers Inc., 2023-10-02

2
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, IEEE Computer Society, 2024-06

3
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, IEEE Computer Society, 2024-06

4
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, IEEE Computer Society, 2024-06

5
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, European Computer Vision Association (ECVA), 2024-10

6
Patch-Wise Graph Contrastive Learning for Image Translation

Jung, Chanyong; Kwon, Gihyun; Ye, Jong Chul, 38th AAAI Conference on Artificial Intelligence, AAAI 2024, pp.13013 - 13021, Association for the Advancement of Artificial Intelligence, 2024-02

7
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation

Ye, Jong Chul; Suhyeon Lee; Won Jun Kim; Jinho Chang, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

8
ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF

Ye, Jong Chul; JangHo Park; KWON, GIHYUN, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

9
Don't Play Favorites: Minority Guidance for Diffusion Models

Ye, Jong Chul; Um, Soo Bin; Suhyeon Lee, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

10
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge

Ye, Jong Chul; Kim, Beomsu; KWON, GIHYUN; Kim, kwanyoung, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

11
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems

Ye, Jong Chul; Chung, Hyungjin; Suhyeon Lee, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

12
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models

Ye, Jong Chul; 정현호, The Twelfth International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations, 2024-05

13
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, IEEE Computer Society, 2024-06

14
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding

Bae, Sangmin; Ko, Jongwoo; Song, Hwanjun; Yun, Seyoung, The 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2023-12-09

15
Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning

Yongjin Yang; Taehyeon Kim; Yun, Seyoung, The 38th Annual AAAI Conference on Artificial Intelligence, AAAI, 2024-02-22

16
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion

Junghyun Lee; Yun, Seyoung; Kwang-Sung Jun, The 27th International Conference on Artificial Intelligence and Statistics, AISTATS, 2024-05-04

17
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, NAACL, 2024-06-17

18
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions

Taehyeon Kim; Joonkee Kim; Gihun Lee; Yun, Seyoung, The Twelfth International Conference on Learning Representations, ICLR, 2024-05-08

19
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, IEEE/CVF, 2024-06-20

20
DistiLLM: Towards Streamlined Distillation for Large Language Models

Jongwoo Ko; Sungnyun Kim; Tianyi Chen; Yun, Seyoung, The Forty-first International Conference on Machine Learning, ICML, 2024-07-23

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