Multi-class Classification without Multi-class Labels. Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach. Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval. OpenEDS: Open Eye Dataset. HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation. Provably Robust …

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing. Improving Open Information Extraction via Iterative Rank-Aware Learning. Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels. Dynamics-Aware Unsupervised Discovery of Skills. Dilated Convolutional Neural Networks for Sequential …