Lessons learned in multilingual grounded language learning. BSN: Boundary Sensitive Network for Temporal Action Proposal Generation. UNIQUE: Unsupervised Image Quality Estimation. Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. Typeface Completion with Generative Adversarial Networks. Graph Capsule Convolutiona …

Computer-aided mechanism design: designing revenue-optimal mechanisms via neural networks. Visual Semantic Navigation using Scene Priors. Efficient Multi-Robot Coverage of a Known Environment. Correlation Heuristics for Constraint Programming. DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold. Knowledge Com …

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. Optimal Completion Distillation for Sequence Learning. TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. A Modulation Module for Multi-task Learning with Applications in Image Retrieval. Learning to Reweight Example …

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …

Paraphrase Detection on Noisy Subtitles in Six Languages. Full-Frame Scene Coordinate Regression for Image-Based Localization. Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems. Generative Adversarial Networks for MR-CT Deformable Image Registration. Blood Vessel Geometry Synthesis using …

Learning Deep Sketch Abstraction. Decision Forests Induce Characteristic Kernels. Learning convex polytopes with margin. Fully Convolutional Grasp Detection Network with Oriented Anchor Box. A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation. Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Anal …