Learning-based Optimization of the Under-sampling Pattern in MRI. Self-Supervised Learning For Few-Shot Image Classification. Genetic Algorithm for the 0/1 Multidimensional Knapsack Problem. BERT for Evidence Retrieval and Claim Verification. Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning. TextCaps : Handwritten Char …

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. A Concert-planning Tool for Independent Musicians by Machine Learning Models. ICSTra …

Advances on CNN-based super-resolution of Sentinel-2 images. Deep Distributional Sequence Embeddings Based on a Wasserstein Loss. Towards Automated Sexual Violence Report Tracking. A Control-Model-Based Approach for Reinforcement Learning. Identification In Missing Data Models Represented By Directed Acyclic Graphs. Design and Results of the Second …

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …

PyramidBox++: High Performance Detector for Finding Tiny Face. Random Matrix Improved Covariance Estimation for a Large Class of Metrics. Further results on structured regression for multi-scale networks. Data Efficient Reinforcement Learning for Legged Robots. Implicit Recursive Characteristics of STOP. Machine Learning based English Sentiment Ana …

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex. Learning Fast Adaptation with Meta Strategy Optimization. Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization. Learning from Data-Rich Problems: A Case Study on Genetic Variant Calling. Putting Mach …