5 papers
Joint Transcription and Decryption of Images of Encrypted Handwritten Documents: A Comparison with the Traditional Pipeline
Marino Oliveros-Blanco, Lei Kang, Alicia Fornés +1
Historical encrypted manuscripts present a challenging problem at the intersection of cryptology, linguistics, paleography, and computer vision. Current automatic decipherment appr…
SIMI: Self-information Mining Network for Low-light Image Enhancement
Xuanshuo Fu, Lei Kang, Javier Vazquez-Corral
Poor lighting conditions significantly impact image quality, posing substantial challenges for image editing and visualization. Many existing enhancement methods aim at proposing c…
SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning
Cai Selvas-Sala, Lei Kang, Lluis Gomez
As multimodal models like CLIP become integral to downstream systems, the need to remove sensitive information is critical. However, machine unlearning for contrastively-trained en…
GAN-based Content-Conditioned Generation of Handwritten Musical Symbols
Gerard Asbert, Pau Torras, Lei Kang +2
The field of Optical Music Recognition (OMR) is currently hindered by the scarcity of real annotated data, particularly when dealing with handwritten historical musical scores. In…
Preserving Privacy Without Compromising Accuracy: Machine Unlearning for Handwritten Text Recognition
Lei Kang, Xuanshuo Fu, Lluis Gomez +3
Handwritten Text Recognition (HTR) is crucial for document digitization, but handwritten data can contain user-identifiable features, like unique writing styles, posing privacy ris…