The NES Music Database: A multi-instrumental dataset with expressive performance attributes. SING: Symbol-to-Instrument Neural Generator. Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3. Single Image Reflection Removal Using …

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans. End-to-end Multimodal Emotion and Gender Recognition with Dynamic Joint Loss Weights. Two-Player Games for Efficient Non-Convex Constrained Optimization. Automatic Article Commenting: the Task and Dataset. Conditional Generators of Words Definitions. SOLAR: Deep Structured Representations fo …

Unsupervised Statistical Machine Translation. Towards Deep Conversational Recommendations. Real-time Automatic Word Segmentation for User-generated Text. Sentences with Gapping: Parsing and Reconstructing Elided Predicates. Understanding Measures of Uncertainty for Adversarial Example Detection. Neural Machine Translation for Query Construction and …

NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension. LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks. TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation. SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized V …

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs. Unsupervised Representation Learning by Predicting Image Rotations. Simultaneous Edge Alignment and Learning. RepMet: Representative-based metric learning for classification and one-shot object detection. Deep Learning using Rectified Linear Units (ReLU). …

Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification. Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping. Fast CapsNet for Lung Cancer Screening. Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction. Superpixel-guided Two-view Deterministic Ge …

A Hardware-Software Blueprint for Flexible Deep Learning Specialization. Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding. Unsupervised Dimension Selection using a Blue Noise Spectrum. Shape analysis of framed space curves. Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation. Fine-Grained Land Use C …

Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks. COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. Unsupervised Data Selection for Supervised Learning. A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management. Semi-supervised Learning …

Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval. MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. Mitigating Unwanted Biases with Adversarial Learning. Automatic Graphics Program Generation using Attention-Based Hierarchical Decoder. Faster and More Robust …

Restructuring Endpoint Congestion Control. Jack the Reader – A Machine Reading Framework. Few-Shot Learning with Graph Neural Networks. Monotonic Chunkwise Attention. Where is my URI?. Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. A Scalable Laplace Approximation for Neural Networks. Towards understanding ECG rhythm classifica …

Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming. Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine. GATED FAST WEIGHTS FOR ASSOCIATIVE RETRIEVAL. A Multi-task Approach to Learning Multilingual Representations. Multilingual Seq2 …

Towards an open-source universal-dependency treebank for Erzya. Open-Domain Event Detection using Distant Supervision. Polish Corpus of Annotated Descriptions of Images. Unsupervised Deep Structure Learning by Recursive Dependency Analysis. Building and Learning Structures in a Situated Blocks World Through Deep Language Understanding. “Seeing is B …