2 papers
cs.CV2026
CDGP: Contrastive Dual Gaussian Processes for Weakly Supervised Anomaly Segmentation
Seungjun Chu, Seokhee Han, Mateusz Nowak +1
Industrial visual inspection must both decide whether a product is defective and localize the defect, yet pixel-level masks are costly to collect at scale. Most anomaly-segmentatio…
cs.AI2025
Bridging Neural and Symbolic Representations with Transitional Dictionary Learning
Junyan Cheng, Peter Chin
This paper introduces a novel Transitional Dictionary Learning (TDL) framework that can implicitly learn symbolic knowledge, such as visual parts and relations, by reconstructing t…