#weak supervision
4 resultsLearning to Interpret Satellite Images in Global Scale Using Wikipedia
Burak Uzkent, Evan Sheehan, Chenlin Meng +4
The paper introduces WikiSatNet, a dataset that pairs georeferenced Wikipedia articles with satellite images, and uses it to pre‑train models that predict article properties, there…
DocRED: A Large-Scale Document-Level Relation Extraction Dataset
Yuan Yao, Deming Ye, Peng Li +7
The paper introduces DocRED, a large human‑annotated dataset for extracting relations between entities across multiple sentences in a document, and provides both supervised and dis…
Audio Source Separation Using Variational Autoencoders and Weak Class Supervision
ErtuÄ Karamatlı, Ali Taylan Cemgil, Serap Kırbız
The paper introduces a method for separating audio sources in mixtures using class‑level labels only, by attaching a variational autoencoder to each source class within a non‑negat…
SF-Net: Structured Feature Network for Continuous Sign Language Recognition
Zhaoyang Yang, Zhenmei Shi, Xiaoyong Shen +1
The paper introduces SF-Net, a structured feature network that learns hierarchical representations at frame, gloss, and sentence levels to improve continuous sign language recognit…