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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 1352

1
Learning to explore for stochastic gradient MCMC

KIM, SEUNGHYUN; Jung, Seohyeon; Kim, Seonghyeon; Lee, Juho, The 41st International Conference on Machine Learning, International Conference on Machine Learning, 2024-07-23

2
A simple early exiting framework for accelerated sampling in diffusion models

Moon, Taehong; Choi, Moonseok; Yun, Eunggu; Yoon, Jongmin; Lee, Gayoung; Cho, Jaewoong; Lee, Juho, The 41st International Conference on Machine Learning, International Conference on Machine Learning, 2024-07-24

3
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis

Seo, Minjoon, ACL 2024, Association for Computational Linguistics (ACL), 2024-08

4
DreamMotion: Space-Time Self-Similarity Score Distillation for Zero-Shot Video Editing

Hyeonho Jeong; Jang, Jinho; PARK, GEONYEONG; Ye, Jong Chul, The 18th European Conference on Computer Vision, ECCV 2024, European Computer Vision Association (ECVA), 2024-10-01

5
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems

Chung, Hyungjin; Ye, Jong Chul, The 18th European Conference on Computer Vision, ECCV 2024, European Computer Vision Association (ECVA), 2024-10-02

6
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias

Jo, Sanghyun; Ryu, Soohyun; Kim, Sung-Yub; Yang, Eunho; Kim, Kyungsu, The 18th European Conference on Computer Vision ECCV 2024, The 18th European Conference on Computer Vision ECCV 2024, 2024-10-03

7
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation

Shim, Hajin; Kim, Changhun; Yang, Eunho, The 18th European Conference on Computer Vision ECCV 2024, The 18th European Conference on Computer Vision ECCV 2024, 2024-10-03

8
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation

Kim, jeongsol; PARK, GEONYEONG; Ye, Jong Chul, The 18th European Conference on Computer Vision, ECCV 2024, European Computer Vision Association (ECVA), 2024-10-03

9
Self-Guided Generation of Minority Samples Using Diffusion Models

Um, Soo Bin; Ye, Jong Chul, The 18th European Conference on Computer Vision, ECCV 2024, European Computer Vision Association (ECVA), 2024-10-03

10
Safeguard text-to-image diffusion models with human feedback inversion

Kim, Sanghyun; Jung, Seohyeon; Kim, Balhae; Choi, Moonseok; Shin, Jinwoo; Lee, Juho, The 18th European Conference on Computer Vision ECCV 2024, European Computer Vision Association (ECVA), 2024-10-04

11
Enhancing transfer learning with flexible nonparametric posterior sampling

Lee, Hyungi; Nam, Giung; Fong, Edwin; Lee, Juho, The Twelfth International Conference on Learning Representations ICLR 2024, International Conference on Learning Representations, 2024-05-09

12
Lipsum-FT: Robust fine-tuning of zero-shot models using random text guidance

Nam, Giung; Heo, Byeongho; Lee, Juho, The Twelfth International Conference on Learning Representations ICLR 2024, International Conference on Learning Representations, 2024-05-09

13
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning

Choi, Moonseok; Lee, Hyungi; Nam, Giung; Lee, Juho, The Twelfth International Conference on Learning Representations ICLR 2024, International Conference on Learning Representations, 2024-05-09

14
Fast Ensembling with Diffusion Schrödinger Bridge

Kim, Hyunsu; Yoon, Jongmin; Lee, Juho, The Twelfth International Conference on Learning Representations ICLR 2024, International Conference on Learning Representations, 2024-05-09

15
Self-supervised dataset distillation for transfer learning

Lee, Dong Bok; Lee, Seanie; Ko, Joonho; Kawaguchi, Kenji; Lee, Juho; Hwang, Sung Ju, International Conference on Learning Representations (ICLR 2024), International Conference on Learning Representations, 2024-05-09

16
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters

Euiin Yi; Kim, Taehyeon; Hongseok Jeung; Du-Seong Chang; Yun, Seyoung, The 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2024-11-12

17
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models

Yongjin Yang; Ko, Jongwoo; Yun, Seyoung, The 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2024-11-13

18
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models

Gihun Lee; Jeong, Minchan; Yujin Kim; Hojung Jung; Jaehoon Oh; Sangmook Kim; Yun, Seyoung, The 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2024-11-13

19
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs

Kim, Jaehyung; Nam, Jaehyun; Mo, Sangwoo; Park, Jongjin; Lee, Sang-Woo; Seo, Minjoon; Ha, Jung-Woo; et al, The Twelfth International Conference on Learning Representations (ICLR 2024), International Conference on Learning Representations (ICLR), 2024-05

20
Online Adaptation of Language Models with a Memory of Amortized Contexts

Jihoon Tack; Jaehyung Kim; Eric Mitchell; Shin, Jinwoo; Yee Whye Teh; Jonathan Richard Schwarz, 38th Conference on Neural Information Processing Systems, NeurIPS 2024, Neural information processing systems foundation, 2024-12-12

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