Understanding Regularized Spectral Clustering via Graph Conductance. Stepping Stones to Inductive Synthesis of Low-Level Looping Programs. Neural Machine Translation of Text from Non-Native Speakers. Proximal Mean-field for Neural Network Quantization. Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Sepa …

Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks. Learning Noun Cases Using Sequential Neural Networks. Exploring Visual Relationship for Image Captioning. Optimizing Waiting Thresholds Within A State Machine. Image Segmentation and Processing for Efficient Parking Space Analysis. FuzzerGym: …

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. Piecewise Flat Embedding for Image Segmentation. Robust Bayesian Cluster Enumera …

Representation Learning over Dynamic Graphs. Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. MIRIAM: A Multimodal Chat-Based Interface for Autonomous Syste …

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation. Contour Knowledge Transfer for Salient Object Detection. Inexact trust-region algorithms on Riemannian manifolds. Fixing Translation Divergences in Parallel Corpora for Neural MT. Encoding Crowd Interaction With Deep Neural Network for Pedestr …