Noise2Noise: Learning Image Restoration without Clean Data. Semi-Supervised Sequence Modeling with Cross-View Training. GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding. Learning Deep Features for One-Class Classification. The Limitations of Cross-language Word Embeddings Evaluation. Markov Game Modeling …

Point Convolutional Neural Networks by Extension Operators. FWLBP: A Scale Invariant Descriptor for Texture Classification. Masked Conditional Neural Networks for Automatic Sound Events Recognition. On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. ClariNet: Parallel Wave Generation in End-to-End Text …

Deep Learning Based Speech Beamforming. Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. Adaptive specular reflection detection and inpainting in colonoscopy video frames. Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking. 3DCapsule: Extending the Capsule Architecture to Class …