전체 글364 [2025-2] 주서영 - Paint by Example: Exemplar-based Image Editing with Diffusion Model Paint by Example (CVPR 2023)요약예시 기반 이미지 편집에 관한 논문self-supervised training을 활용하여 원본과 참조 이미를 분리시켜 학습을 구성원본 이미지(source image, $s$): 편집하고자 하는 이미지참조 이미지(reference image, $r$): 데이터베이스에서 검색 or 사용자가 제공하는 이미지arifact를 피하고 단순 복-붙 방지Content bottleneckStrong augmentationsArbitrary shape maskClassifier-free guidance학습은 반복없이 단일 forward로 진행 1. Introduction참조 이미지를 조건으로 하는 Diffusion Model을 훈련하기하지만 학습 데이터 쌍을 수집하기 .. 2025. 12. 5. [2025-2] 백승우 - Toward Autonomous UI Exploration: The UIExplorer Benchmark https://arxiv.org/abs/2506.17779 2025. 12. 3. [2025-2] 백승우 - GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning GUI Exploration Lab: Enhancing Screen Navigation in Agents via...With the rapid development of Large Vision Language Models, the focus of Graphical User Interface (GUI) agent tasks shifts from single-screen tasks to complex screen navigation challenges. However...openreview.net 2025. 11. 26. [2025-2] 최민서 - Direct Preference Optimization:Your Language Model is Secretly a Reward Model [논문링크] https://arxiv.org/abs/2305.18290 Direct Preference Optimization: Your Language Model is Secretly a Reward ModelWhile large-scale unsupervised language models (LMs) learn broad world knowledge and some reasoning skills, achieving precise control of their behavior is difficult due to the completely unsupervised nature of their training. Existing methods for gaining sarxiv.org 1. Introductio.. 2025. 11. 19. 이전 1 2 3 4 5 6 ··· 91 다음
