Total Deep Variation for Linear Inverse Problems. Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service. Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning. AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map. Confidence Sets and Hypothesis Testing in a Likelihood-Fre …

Semi-Supervised Few-Shot Learning with Prototypical Random Walks. On the Evaluation of Conditional GANs. The Visual Task Adaptation Benchmark. Residual EBMs: Does Real vs. Fake Text Discrimination Generalize?. Variable Complexity in the Univariate and Multivariate Structural Causal Model. Forecasting Deep Learning Dynamics with Applications to Hype …