1 citations · 3 across the 6 of their papers we have counts for
3 papers · 1 filter
ReCo: Reminder Composition Mitigates Hallucinations in Vision-Language Models
Sotirios Panagiotis Chytas, Miso Choi, Hyunwoo J. Kim +1
Vision Language Models (VLMs) show impressive capabilities in integrating and reasoning with both visual and language data. But these models make mistakes. A common finding -- simi…
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification
Injae Kim, Jongha Kim, Joonmyung Choi +1
Interpretability is a crucial factor in building reliable models for various medical applications. Concept Bottleneck Models (CBMs) enable interpretable image classification by uti…
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
Dong Hoon Lee, Sungik Choi, Hyunwoo Kim +1
This paper proposes Mutual Information Regularized Assignment (MIRA), a pseudo-labeling algorithm for unsupervised representation learning inspired by information maximization. We…