Bayesian Reasoning with Deep-Learned Knowledge. Using News Articles and Financial Data to predict the likelihood of bankruptcy. Dataless Model Selection with the Deep Frame Potential. Memory-Constrained No-Regret Learning in Adversarial Bandits. Digital Collaborator: Augmenting Task Abstraction in Visualization Design with Artificial Intelligence. …

Predicting drug properties with parameter-free machine learning: Pareto-Optimal Embedded Modeling (POEM). Towards Accurate Scene Text Recognition with Semantic Reasoning Networks. The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. PixelHop++: A Small Successive-Subspace-Learning-Based …

TResNet: High Performance GPU-Dedicated Architecture. Scene Text Recognition via Transformer. Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment. Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning. Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation. Adversarial System Variant Approximation to Quan …

Conditional Self-Attention for Query-based Summarization. Data-Driven Factor Graphs for Deep Symbol Detection. Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. A physics-informed feature engineering approach to use machine learning with limited amounts of data for alloy design: shape memory alloy demonstra …

Learning models of quantum systems from experiments. SwapText: Image Based Texts Transfer in Scenes. Everybody’s Talkin’: Let Me Talk as You Want. A working likelihood approach to support vector regression with a data-driven insensitivity parameter. Planning with Brain-inspired AI. Causal Inference With Selectively-Deconfounded Data. Learning to Le …

Density-Aware Graph for Deep Semi-Supervised Visual Recognition. Shortest path distance approximation using deep learning techniques. COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection. Grounded Situation Recognition. Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment. Tenso …

Contextual Policy Reuse using Deep Mixture Models. Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images. How Does BN Increase Collapsed Neural Network Filters?. Quantum noise protects quantum classifiers against adversaries. Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approac …