RetinaTrack: Online Single Stage Joint Detection and Tracking. Loss-annealed GAIL for sample efficient and stable Imitation Learning. Large-scale benchmark study of survival prediction methods using multi-omics data. Learning and Testing Variable Partitions. Rényi Entropy Bounds on the Active Learning Cost-Performance Tradeoff. Sequential Transfer …

PowerSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization. Certified Defenses for Adversarial Patches. Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations. Training Interpretable Convolutional Neural Networks towards Class-specific Filters. All SMILES Var …

InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization. VAENAS: Sampling Matters in Neural Architecture Search. Contextual Temperature for Language Modeling. Keyframing the Future: Discovering Temporal Hierarchy with Keyframe-Inpainter Prediction. Flexible and Efficient Long-Range Plannin …