The StarCraft Multi-Agent Challenge. Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data. Semantic Graph Convolutional Networks for 3D Human Pose Regression. Learning Invariant Representations of Social Media Users. DOVER: A Method for Combining Diarization Outputs. Protecting Geolocati …

DSNet: Automatic Dermoscopic Skin Lesion Segmentation. Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants. Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. Ma …

Markov chain Monte Carlo algorithms with sequential proposals. On-Device Neural Net Inference with Mobile GPUs. Contrast Phase Classification with a Generative Adversarial Network. Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?. Biologically inspired architectures for sample-efficient deep reinforcement learning. Prun …

DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets. Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. On the Computation and Communication Complexity of Parallel SGD with Dynamic Batch Sizes for Stochastic Non-Convex Optimization. Deep Poetry: A Ch …

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference. Beyond Top-Grasps Through Scene Completion. Trajectory-Based Recognition of Dynamic Persian Sign Language Using Hidden Markov Model. Neural Decoder for Topological Codes using Pseudo-Inverse of Parity Check Matrix. A Baseline Neural Machine Translation System for Indian …

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation. Sign Language Recognition Analysis using Multimodal Data. MinCall - MinION end2end convolutional deep learning basecaller. AI-based Pilgrim Detection using Convolutional Neural Networks. Obj-GloVe: Scene-Based Contextual Object Embedding. Fake news detection using Deep …

Deep Short Text Classification with Knowledge Powered Attention. Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches. Making Learners (More) Monotone. Non-autoregressive Transformer by Position Learning. Zero-Shot Paraphrase Generation with Multilingual Language Models. 3D Cardiac Shape Prediction with D …

Fingerspelling recognition in the wild with iterative visual attention. Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning. Action-Centered Information Retrieval. Multiscale Nakagami parametric imaging for improved liver tumor localization. General risk measures for robust machine learning. I …

Unseen Action Recognition with Unpaired Adversarial Multimodal Learning. Zeyad at SemEval-2019 Task 6: That’s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets.. Model Compression with Generative Adversarial Networks. Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regressi …

Comparing a Hand-crafted to an Automatically Generated Feature Set for Deep Learning: Pairwise Translation Evaluation. Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation. Simple But Not Na"\ive: Fine-Grained Arabic Dialect Identification Using Only N-Grams. Nonlinear scaling of resource allocation in sensory bott …