Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor. End-To-End Graph-based Deep Semi-Supervised Learning. Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles. Unshuffling Data for Improved Generalization. Dynamic Backdoor Attacks Against Machine Le …

Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation. Stochastic Regret Minimization in Extensive-Form Games. Softmax Splatting for Video Frame Interpolation. Automatic lesion segmentation and Pathological Myopia classification in fundus images. Weakly Supervised Lesion Co-segmentation …