High-Resolution Semantic Labeling with Convolutional Neural Networks. Dense CNN Learning with Equivalent Mappings. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change. A Focused Dynamic Attention Model for Visual Question Answering. Exploiting Temporal Information for DCNN-based Fine-Grained Object Classifica …

Stacked Approximated Regression Machine: A Simple Deep Learning Approach. 4D Crop Monitoring: Spatio-Temporal Reconstruction for Agriculture. Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data. Combining Texture and Shape Cues for Object Recognition With Minimal Supervision. Multipartite Ranking-Selection o …

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data. Sampling Generative Networks. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. Communication-Efficient Learning of Deep Networks from Decentralized Data. Latent Pre …

Squared Earth Mover’s Distance-based Loss for Training Deep Neural Networks. LIFT: Learned Invariant Feature Transform. Wide & Deep Learning for Recommender Systems. Face Detection with End-to-End Integration of a ConvNet and a 3D Model. Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science. Improving the Neural Algorith …

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora. Harnessing the Power of the Crowd to Increase Capacity for Data Science in the Social Sector. Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation. Every Filter Extracts A Specific Texture In Convolutional Neural Networks. Technical Report: Towards a Unive …

Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task. The Asymptotic Performance of Linear Echo State Neural Networks. Fast DPP Sampling for Nyström with Application to Kernel Methods. Practical Riemannian Neural Networks. Probabilistic Saliency Estimation. Product Offerings in Malicious Hacker Markets. Qua …

Object Recognition and Identification Using ESM Data. N-ary Error Correcting Coding Scheme. 3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers. Blind Analysis of CT Image Noise Using Residual Denoised Images. Parsimonious Online Learning with Kernels via Sparse Projections in Function Space. Incorporation of Speech Du …

Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach. Autoregressive Moving Average Graph Filtering. Embedded Bandits for Large-Scale Black-Box Optimization. Joint Defogging and Demosaicking. Sparse Recovery from Extreme Eigenvalues Deviation Inequalities. Handwriting Profiling using Generative Adversarial Networks. …