3 papers
cs.CV2024
Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference
Seongheon Park, Hyuk Kwon, Kwanghoon Sohn +1
Open-world semi-supervised learning (OWSSL) extends conventional semi-supervised learning to open-world scenarios by taking account of novel categories in unlabeled datasets. Despi…
cs.CV2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning
Hanjae Kim, Jiyoung Lee, Seongheon Park +1
Compositional zero-shot learning (CZSL) aims to recognize unseen compositions with prior knowledge of known primitives (attribute and object). Previous works for CZSL often suffer…
cs.CV2022
Language-free Training for Zero-shot Video Grounding
Dahye Kim, Jungin Park, Jiyoung Lee +2
Given an untrimmed video and a language query depicting a specific temporal moment in the video, video grounding aims to localize the time interval by understanding the text and vi…