Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions Jan 22, 2021 Epidemiology Open-Ended Question Answering
— Unverified 0Adversarial Laws of Large Numbers and Optimal Regret in Online Classification Jan 22, 2021 General Classification Open-Ended Question Answering
— Unverified 0Mean-field approximations of networks of spiking neurons with short-term synaptic plasticity Jan 15, 2021 Open-Ended Question Answering
— Unverified 0Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making Jan 13, 2021 Decision Making Open-Ended Question Answering
— Unverified 0Drift anticipation with forgetting to improve evolving fuzzy system Jan 7, 2021 Open-Ended Question Answering
— Unverified 0Wasserstein barycenters are NP-hard to compute Jan 4, 2021 Open-Ended Question Answering
— Unverified 0Modularity maximisation for graphons Jan 2, 2021 Community Detection Open-Ended Question Answering
Code Code Available 0THDA: Treasure Hunt Data Augmentation for Semantic Navigation Jan 1, 2021 Data Augmentation Navigate
— Unverified 0On the Marginal Regret Bound Minimization of Adaptive Methods Jan 1, 2021 Deep Learning Open-Ended Question Answering
— Unverified 0Dissecting graph measures performance for node clustering in LFR parameter space Jan 1, 2021 Clustering Node Clustering
— Unverified 0Net-DNF: Effective Deep Modeling of Tabular Data Jan 1, 2021 feature selection Inductive Bias
— Unverified 0Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification Dec 29, 2020 Binary Classification General Classification
Code Code Available 0Growth, development, and structural change at the firm-level: The example of the PR China Dec 28, 2020 Open-Ended Question Answering
— Unverified 0Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Dec 17, 2020 Chatbot Open-Ended Question Answering
Code Code Available 0Is FFT Fast Enough for Beyond-5G Communications? Dec 14, 2020 Open-Ended Question Answering
— Unverified 0Argument Mining Driven Analysis of Peer-Reviews Dec 10, 2020 Argument Mining Open-Ended Question Answering
Code Code Available 1Streaming Algorithms for Stochastic Multi-armed Bandits Dec 9, 2020 Multi-Armed Bandits Open-Ended Question Answering
— Unverified 0Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models Dec 1, 2020 Multiple-choice Natural Language Understanding
— Unverified 0Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models Dec 1, 2020 Language Modeling Language Modelling
— Unverified 0Understanding spiking networks through convex optimization Dec 1, 2020 Open-Ended Question Answering
Code Code Available 1Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading Nov 25, 2020 Management Open-Ended Question Answering
— Unverified 0Experiments on transfer learning architectures for biomedical relation extraction Nov 24, 2020 Open-Ended Question Answering Relation
— Unverified 0An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare Nov 23, 2020 Open-Ended Question Answering reinforcement-learning
Code Code Available 12CP: Decentralized Protocols to Transparently Evaluate Contributivity in Blockchain Federated Learning Environments Nov 15, 2020 Federated Learning Model Poisoning
— Unverified 0Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks Nov 10, 2020 Open-Ended Question Answering
— Unverified 0Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound Nov 9, 2020 Generalization Bounds Open-Ended Question Answering
Code Code Available 0Results of a Single Blind Literary Taste Test with Short Anonymized Novel Fragments Nov 3, 2020 BIG-bench Machine Learning Open-Ended Question Answering
Code Code Available 0How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks? Oct 23, 2020 Open-Ended Question Answering
— Unverified 0Identifying Learning Rules From Neural Network Observables Oct 22, 2020 Open-Ended Question Answering
Code Code Available 1Open Question Answering over Tables and Text Oct 20, 2020 Open-Ended Question Answering Question Answering
Code Code Available 1Robust Optimization as Data Augmentation for Large-scale Graphs Oct 19, 2020 Data Augmentation Graph Classification
Code Code Available 1Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks Oct 19, 2020 image-classification Image Classification
— Unverified 0Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing Oct 17, 2020 Autonomous Driving Bayesian Optimization
Code Code Available 0Cluster Activation Mapping with Applications to Medical Imaging Oct 9, 2020 Clustering Decision Making
— Unverified 0Evaluating and Characterizing Human Rationales Oct 9, 2020 Open-Ended Question Answering
Code Code Available 0Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism Oct 8, 2020 Open-Ended Question Answering Sensitivity
— Unverified 0Shallow-to-Deep Training for Neural Machine Translation Oct 8, 2020 Machine Translation NMT
Code Code Available 1Can You Trust Your Pose? Confidence Estimation in Visual Localization Oct 1, 2020 Autonomous Navigation Camera Pose Estimation
— Unverified 0Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available 0Transfer among Agents: An Efficient Multiagent Transfer Learning Framework Sep 28, 2020 Open-Ended Question Answering Reinforcement Learning (RL)
— Unverified 0Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES Sep 25, 2020 Open-Ended Question Answering Segmentation
— Unverified 0The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning Sep 21, 2020 Legal Reasoning Open-Ended Question Answering
— Unverified 0On Distributed Differential Privacy and Counting Distinct Elements Sep 21, 2020 Open-Ended Question Answering
— Unverified 0Skeletonization and Reconstruction based on Graph Morphological Transformations Sep 16, 2020 Open-Ended Question Answering
— Unverified 0Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning Sep 7, 2020 Autonomous Driving Deep Reinforcement Learning
— Unverified 0SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Sep 3, 2020 Graph Reconstruction Open-Ended Question Answering
— Unverified 0Online Class-Incremental Continual Learning with Adversarial Shapley Value Aug 31, 2020 Continual Learning Open-Ended Question Answering
Code Code Available 1The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification Aug 28, 2020 Binary Classification Classification
Code Code Available 0Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning Aug 26, 2020 Deep Reinforcement Learning Multiple-choice
— Unverified 0Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation Aug 25, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0