Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems. Low-Shot Learning with Imprinted Weights. InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure. Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks. DeepNAT: Deep Convolutional Neural Network …

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …

Weakly Supervised Semantic Segmentation using Web-Crawled Videos. Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision. Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. Automatic segmentation of the intr …

On Improving Deep Reinforcement Learning for POMDPs. Guiding InfoGAN with Semi-Supervision. A Survey Of Cross-lingual Word Embedding Models. Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence. Learning to Compose with Profes …

Optimal Detection of Faulty Traffic Sensors Used in Route Planning. Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs. Elliptical modeling and pattern analysis for perturbation models and classfication. Scene-adapted plug-and-play algorithm with convergence g …

Examining CNN Representations with respect to Dataset Bias. Crop Planning using Stochastic Visual Optimization. Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary. Collaborative Summarization of Topic-Related Videos. Surfacing contextual hate speech words within social media. Face-to-BMI: Using Computer Vision to Infer Body …

Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. Persistence Flamelets: multiscale Persistent Homology for kernel density exploration. Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. Fast single image super-resolution based on sigmoid transformation. Co …