Device Heterogeneity in Federated Learning: A Superquantile Approach. Two Tier Prediction of Stroke Using Artificial Neural Networks and Support Vector Machines. Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. Backward Feature Correction: How Deep Learning Performs Deep Learning. Spectral Clustering Revi …

A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment. Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. Personal Health Knowledge Graphs for Patients. AI-GAN: Attack-Inspired Generation of Adversarial Examples. HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation. Graph matching …

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. Semi-supervised Anomaly Detection using AutoEncoders. Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization. An Exploration of Embodied Visual Exploration. StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on …

On the Estimation of Complex Circuits Functional Failure Rate by Machine Learning Techniques. Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning. Deep Semantic Matching with Foreground Detection and Cycle-Consistency. Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Net …

Deep Learning for Hindi Text Classification: A Comparison. Endoscopy disease detection challenge 2020. Beyond No-Regret: Competitive Control via Online Optimization with Memory. Resolving the Scope of Speculation and Negation using Transformer-Based Architectures. Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling …

Learning scalable and transferable multi-robot/machine sequential assignment planning via graph embedding. Learning Generative Models using Denoising Density Estimators. Invertible generative models for inverse problems: mitigating representation error and dataset bias. XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings. A Bi …

Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations. NAS evaluation is frustratingly hard. Discourse-Based Evaluation of Language Understanding. Meta-learning curiosity algorithms. Black-box Adversarial Attacks with Bayesian Optimization. Neural Tangents: Fast and Easy Infinite Neural Networks in …