Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …

SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Extracting Success from IBM’s 20-Qubit Machines Using Error-Aware Compilation. Multi-step Cascaded Networks for Brain Tumor Segmentation. Similar …

Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. Quantifying Exposure Bias for Neural Language Generation. An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models. Exploiting semi-supervised training through a dropout regularization in end-to-end speech recogn …

Knowledge Adaptation for Efficient Semantic Segmentation. SampleFix: Learning to Correct Programs by Sampling Diverse Fixes. Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity. Optimal Experiment Design in Nonlinear Parameter Estimation with Exact Confidence Regions. Unde …

A numerical measure of the instability of Mapper-type algorithms. Learning to Generalize to Unseen Tasks with Bilevel Optimization. Convergence Rates of Variational Inference in Sparse Deep Learning. On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. Machine: The New Art Connoisseur. Improving Model …

Autonomous discovery of battery electrolytes with robotic experimentation and machine-learning. Equivariant Hamiltonian Flows. Proceedings of FACTS-IR 2019. Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders. ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard. Gated Recurrent Neural Network …

Reflective and Fluorescent Separation Under Narrow-Band Illumination. The Fallacy of Echo Chambers: Analyzing the Political Slants of User-Generated News Comments in Korean Media. Max-value Entropy Search for Multi-Objective Bayesian Optimization. Additive Compositionality of Word Vectors. Aligning Latent Spaces for 3D Hand Pose Estimation. SO-Hand …