Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flowsby Zhangxuan Dang, Yu Zheng, Xinglin…
Strong and Controllable Blind Image Decompositionby Zeyu Zhang, Junlin Han, Chenhui Gou, Hongdong Li, Liang…
Learning to Watermark LLM-generated Text via Reinforcement Learningby Xiaojun Xu, Yuanshun Yao, Yang LiuFirst submitted…
Improving Medical Multi-modal Contrastive Learning with Expert Annotationsby Yogesh Kumar, Pekka MarttinenFirst submitted to arxiv…
NLP Verification: Towards a General Methodology for Certifying Robustnessby Marco Casadio, Tanvi Dinkar, Ekaterina Komendantskaya,…
Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and…
Online Policy Learning from Offline Preferencesby Guoxi Zhang, Han Bao, Hisashi KashimaFirst submitted to arxiv…
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysisby Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun,…
Explainability through uncertainty: Trustworthy decision-making with neural networksby Arthur Thuy, Dries F. BenoitFirst submitted to…
Fast and reliable uncertainty quantification with neural network ensembles for industrial image classificationby Arthur Thuy,…