Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems. Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks. Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization. Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification. A Nove …

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 …

Margin Maximization as Lossless Maximal Compression. Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging. Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks. Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. Global Context-Aware Progressive Aggre …

FedRec: Privacy-Preserving News Recommendation with Federated Learning. Anticipatory Psychological Models for Quickest Change Detection: Human Sensor Interaction. BBAND Index: A No-Reference Banding Artifact Predictor. Are You Satisfied by This Partial Assignment?. FGSD: A Dataset for Fine-Grained Ship Detection in High Resolution Satellite Images. …

Neural Game Engine: Accurate learning of generalizable forward models from pixels. AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks. Content Adaptive and Error Propagation Aware Deep Video Compression. Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations. A Unified End-to-End Fram …

On Recoverability of Randomly Compressed Tensors with Low CP Rank. Soft Hindsight Experience Replay. MCFlow: Monte Carlo Flow Models for Data Imputation. Multi-Objective Variational Autoencoder: an Application for Smart Infrastructure Maintenance. EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion. Censored Quantile R …

Improved Structural Discovery and Representation Learning of Multi-Agent Data. Extreme Language Model Compression with Optimal Subwords and Shared Projections. Feature Map Transform Coding for Energy-Efficient CNN Inference. Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Nonconvex Optimization. Deep Spike Decoder (DSD). Ad …