Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …

Convolutional Analysis Operator Learning: Acceleration and Convergence. Learning Factorized Representations for Open-set Domain Adaptation. Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning. Modeling Sparse Deviations for Compressed Sensing using Generative Models. Analysis of Hand Segmentation in the Wild. De …

Relay: A New IR for Machine Learning Frameworks. Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce. Cold-start recommendations in Collective Matrix Factorization. CornerNet: Detecting Objects as Paired Keypoints. Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. SpiderCNN: Deep Learning on Point Sets …

JUMPER: Learning When to Make Classification Decisions in Reading. Residual Attention based Network for Hand Bone Age Assessment. The Responsibility Quantification (ResQu) Model of Human Interaction with Automation. A method for automatic forensic facial reconstruction based on dense statistics of soft tissue thickness. Study of Robust Diffusion Re …

The impact of imbalanced training data on machine learning for author name disambiguation. One “Ruler” for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. Spatial Frequency Loss for Learning Convolutional Autoencoders. Defending against Adversarial Images using Basis Functions Transformations. T-RECS: Training …

Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. Learning to Infer the Depth Map of a Hand from its Color Image. Towards improved lossy image compression: Human image reconstruction with public-domain images. Fingertip Detection and Tracking for Recognition of Air-Writing in Videos. Detecting Adversar …