Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …

End-to-end music source separation: is it possible in the waveform domain?. IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning. Multitask Parsing Across Semantic Representations. Transfer Learning via Unsupervised Task Discovery for Visual Question Answering. Spherical CNNs. Image Inpainting for Irregular Holes Using Partial …

Glioma Segmentation with Cascaded Unet. Recovering affine features from orientation- and scale-invariant ones. PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network. Multi-Agent Generative Adversarial Imitation Learning. HAQ: Hardware-Aware Automated Quantization with Mixed Precision. Automatically Composing Representatio …

Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. Adversarial Label Learning. A Proposal of Interactive Growing Hierarchical SOM. End-to-End Sound Source Separation Conditioned On Instrument Labels. Video Smoke Detection Based on Deep Saliency Network. Neural Image Compression for Gigapixel Histopathology Image Ana …

Reducing Gender Bias in Abusive Language Detection. MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation. Distributionally Robust Graphical Models. Data Science with Vadalog: Bridging Machine Learning and Reasoning. From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inferen …

A Pseudo Multi-Exposure Fusion Method Using Single Image. Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks. On the Needs for Rotations in Hypercubic Quantization Hashing. Modeling Activity Tracker Data Using Deep Boltzmann Machines. Discrete Sampling using Semigradient-based Product Mixtures. Co-Creative Le …