Reinforced Evolutionary Neural Architecture Search. Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving. Recommendation Through Mixtures of Heterogeneous Item Relationships. Disentangled Sequential Autoencoder. Disentangling Language and Knowledge in Task-Oriented Dialogs. Diagonal Discriminant …

Talking Face Generation by Conditional Recurrent Adversarial Network. Approximate k-space models and Deep Learning for fast photoacoustic reconstruction. BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level. Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter. Marrying up Regular Expressions …

Cell Detection with Star-convex Polygons. Adaptive Scaling for Sparse Detection in Information Extraction. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies. Regularization by architecture: A deep prior approach for inverse problems. Multimodal Sensor Fusion In Single Thermal image Super-Resolution. CHALET: Cornell Hou …

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. Gender Effect on Face Recognition for a Large Longitudinal Database. Feature selection in functional data classification with recursive maxima hunting. A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training. Technique for designing a domain ontolog …

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine. Deep Learning Model for Finding New Superconductors. A Method for Restoring the Training Set Distribution in an Image Classifier. Sec …

Real-Time, Highly Accurate Robotic Grasp Detection using Fully Convolutional Neural Networks with High-Resolution Images. A Navigational Approach to Health. A general metric for identifying adversarial images. Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces. The Outer Product Structure of Neural Network Derivatives. Condition …

Adaptive Pruning of Neural Language Models for Mobile Devices. Splitting Epistemic Logic Programs. Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss. Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records. Algorithms for screening of Cervical Cancer: A chronological re …

A Hitchhiker’s Guide On Distributed Training of Deep Neural Networks. Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters. Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks. Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. Towards Automatic S …

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: …

Using Convolutional Neural Networks for Determining Reticulocyte Percentage in Cats. Scalable inference for crossed random effects models. Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks. Network Features Based Co-hyponymy Detection. Kernel Conjugate Gradient Methods with Random Projections. Deep Interactive Evoluti …

Multi-Level Sensor Fusion with Deep Learning. Three-Dimensional GPU-Accelerated Active Contours for Automated Localization of Cells in Large Images. Fine-Grained Attention Mechanism for Neural Machine Translation. Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image. Expressivity in TTS from Semantics and Pragmatics. Predictive Process Mo …

Model-Level Dual Learning. Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis. Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions. A novel method to determine the number of latent dimensions with SVD. UD-Japanese BCCWJ: Universal Dependencies Annotation for the Balanced Corpus of Cont …