(5/1(월) -> 5/2(화) 변경) Towards A Universal Few-Shot Learner for Computer Vision (홍승훈 교수/KAIST 전산학부)
작성자
kaistsoftware
작성일
2023-04-28 11:32
조회
2635
- 강사 : 홍승훈 교수 (KAIST 전산학부)
- 일시 : 2023. 5. 2 (화) 16:00~17:30
This talk will discuss whether it is possible to build a universal few-shot learner that can learn arbitrary, unseen dense prediction tasks from a few labeled images (e.g., ten). The first part of the talk will discuss the challenges and desiderata of building a universal few-shot learner for dense prediction. Then I will present our approach based on non-parametric matching and demonstrate that it encapsulates all dense prediction tasks in principle and produces promising results in real-world data. Finally, I will conclude the talk with some limitations and promising directions of our research.
전체 121
번호 | 제목 | 작성자 | 작성일 | 추천 | 조회 |
공지사항 |
2024년 봄학기 콜로퀴엄 일정 안내
kaistsoftware
|
2024.02.21
|
추천 1
|
조회 3418
|
kaistsoftware | 2024.02.21 | 1 | 3418 |
110 |
10/30 사모펀드의 이해 - 펀드구성과 투자구조를 중심으로 (최원호 교수/KAIST 전산학부)
kaistsoftware
|
2023.10.26
|
추천 0
|
조회 1910
|
kaistsoftware | 2023.10.26 | 0 | 1910 |
109 |
10/23 Robotic Companion: natural language to dexterous manipulation (박대형 교수/KAIST 전산학부)
kaistsoftware
|
2023.10.20
|
추천 0
|
조회 1824
|
kaistsoftware | 2023.10.20 | 0 | 1824 |
108 |
9/25 AI 기반 프로그램 오류 분석 (허기홍 교수/KAIST 전산학부)
kaistsoftware
|
2023.09.18
|
추천 0
|
조회 1843
|
kaistsoftware | 2023.09.18 | 0 | 1843 |
107 |
9/18 Thinking outside the box of OS system design (권영진 교수/KAIST 전산학부)
kaistsoftware
|
2023.09.18
|
추천 0
|
조회 1990
|
kaistsoftware | 2023.09.18 | 0 | 1990 |
106 |
9/11 Finding and Fixing Vulnerabilities in Blockchain Networks (강민석 교수/KAIST 전산학부)
kaistsoftware
|
2023.09.18
|
추천 0
|
조회 2158
|
kaistsoftware | 2023.09.18 | 0 | 2158 |
105 |
9/4 디버깅 자동화 기술의 현재와 미래 (유신 교수/KAIST 전산학부)
kaistsoftware
|
2023.09.04
|
추천 0
|
조회 2364
|
kaistsoftware | 2023.09.04 | 0 | 2364 |
104 |
2023년 가을학기 콜로퀴엄 일정 안내
kaistsoftware
|
2023.08.28
|
추천 0
|
조회 4633
|
kaistsoftware | 2023.08.28 | 0 | 4633 |
103 |
5/8 첨단 영상 기술의 이해 및 응용 (Introduction to Computational Imaging) (김민혁 교수/KAIST 전산학부)
kaistsoftware
|
2023.05.02
|
추천 0
|
조회 3487
|
kaistsoftware | 2023.05.02 | 0 | 3487 |
102 |
(5/1(월) -> 5/2(화) 변경) Towards A Universal Few-Shot Learner for Computer Vision (홍승훈 교수/KAIST 전산학부)
kaistsoftware
|
2023.04.28
|
추천 0
|
조회 2635
|
kaistsoftware | 2023.04.28 | 0 | 2635 |
101 |
4/24 3D Hand Pose Estimation (김태균 교수/KAIST 전산학부)
kaistsoftware
|
2023.04.21
|
추천 0
|
조회 2661
|
kaistsoftware | 2023.04.21 | 0 | 2661 |