Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
Portfolio Performance Attribution via Shapley Value

sciencewise.info/bookmarks/2102…
Dynamic Structural Impact of the COVID-19 Outbreak on the Stock Market and the Exchange Rate: A Cross-country Analysis Among BRICS Nations

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Empowering Patients Using Smart Mobile Health Platforms: Evidence From A Randomized Field Experiment

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Combination of window-sliding and prediction range method based on LSTM model for predicting cryptocurrency

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A Bonus-Malus Framework for Cyber Risk Insurance and Optimal Cybersecurity Provisioning

sciencewise.info/bookmarks/2102…
Gendered impact of COVID-19 pandemic on research production: a cross-country analysis

sciencewise.info/bookmarks/2102…
Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change

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Liquidation, Leverage and Optimal Margin in Bitcoin Futures Markets

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Cyber Risk in Health Facilities: A Systematic Literature Review

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Increasing the price of a university degree does not significantly affect enrolment if income contingent loans are available: evidence from HECS in Australia

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Variational Autoencoders: A Hands-Off Approach to Volatility

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Mobility-based contact exposure explains the disparity of spread of COVID-19 in urban neighborhoods

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A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management

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Econometric model of children participation in family dairy farming in the center of dairy farming, West Java Province, Indonesia

sciencewise.info/bookmarks/2102…
When to Quit Gambling, if You Must!

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Does Collateral Value Affect Asset Prices? Evidence from a Natural Experiment in Texas

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How the Massachusetts Assault Weapons Ban Enforcement Notice Changed Firearm Sales

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Liquidity Stress Testing using Optimal Portfolio Liquidation

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A Metamodel and Framework for Artificial General Intelligence From Theory to Practice

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Sufficiently Accurate Model Learning for Planning

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Testing Framework for Black-box AI Models

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Artificial Intelligence Advances for De Novo Molecular Structure Modeling in Cryo-EM

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Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective

sciencewise.info/bookmarks/2102…
Feature Selection for Multivariate Time Series via Network Pruning

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Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku)

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Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak

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DirectDebug: Automated Testing and Debugging of Feature Models

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Using Machine Intelligence to Prioritise Code Review Requests

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CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions

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Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning

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Representation Matters: Offline Pretraining for Sequential Decision Making

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Customizing Contextualized Language Models forLegal Document Reviews

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Artificial intelligence in communication impacts language and social relationships

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Derivative-Free Reinforcement Learning: A Review

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DANTE: Predicting Insider Threat using LSTM on system logs

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Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks

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A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit

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On the Properties of Kullback-Leibler Divergence Between Gaussians

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Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge

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The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions

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Civil Rephrases Of Toxic Texts With Self-Supervised Transformers

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Two Novel Performance Improvements for Evolving CNN Topologies

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Student sentiment Analysis Using Classification With Feature Extraction Techniques

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Non-stationary Reinforcement Learning without Prior Knowledge: An Optimal Black-box Approach

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CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection

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Hybrid In-memory Computing Architecture for the Training of Deep Neural Networks

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Decontextualization: Making Sentences Stand-Alone

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AuGPT: Dialogue with Pre-trained Language Models and Data Augmentation

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Negative Data Augmentation

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Principles of Explanation in Human-AI Systems

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The Factory Must Grow: Automation in Factorio

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Interrogating the Black Box: Transparency through Information-Seeking Dialogues

sciencewise.info/bookmarks/2102…
A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks

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SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks

sciencewise.info/bookmarks/2102…
Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19

sciencewise.info/bookmarks/2102…
Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program

sciencewise.info/bookmarks/2102…
On permutation invariant training for speech source separation

sciencewise.info/bookmarks/2102…
Sparsification via Compressed Sensing for Automatic Speech Recognition

sciencewise.info/bookmarks/2102…
rl_reach: Reproducible Reinforcement Learning Experiments for Robotic Reaching Tasks

sciencewise.info/bookmarks/2102…
AI-based Blackbox Code Deobfuscation: Understand, Improve and Mitigate

sciencewise.info/bookmarks/2102…
Distribution Adaptive INT8 Quantization for Training CNNs

sciencewise.info/bookmarks/2102…
Improving Visual Reasoning by Exploiting The Knowledge in Texts

sciencewise.info/bookmarks/2102…
Where is my hand? Deep hand segmentation for visual self-recognition in humanoid robots

sciencewise.info/bookmarks/2102…
End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving

sciencewise.info/bookmarks/2102…
AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units

sciencewise.info/bookmarks/2102…
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers

sciencewise.info/bookmarks/2102…
CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning

sciencewise.info/bookmarks/2102…
Security and Privacy for Artificial Intelligence: Opportunities and Challenges

sciencewise.info/bookmarks/2102…
Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach

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Benford's law: what does it say on adversarial images?

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Regularized Generative Adversarial Network

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Synthesizing Skeletal Motion and Physiological Signals as a Function of a Virtual Human's Actions and Emotions

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Playing the Blame Game with Robots

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A modular framework for extreme weather generation

sciencewise.info/bookmarks/2102…
Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface

sciencewise.info/bookmarks/2102…
Perception and Acceptance of an Autonomous Refactoring Bot

sciencewise.info/bookmarks/2001…
Neurogenetic Programming Framework for Explainable Reinforcement Learning

sciencewise.info/bookmarks/2102…
Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs)

sciencewise.info/bookmarks/2102…
Corner Case Generation and Analysis for Safety Assessment of Autonomous Vehicles

sciencewise.info/bookmarks/2102…
Colorization Transformer

sciencewise.info/bookmarks/2102…
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack

sciencewise.info/bookmarks/2102…
Unlocking Pixels for Reinforcement Learning via Implicit Attention

sciencewise.info/bookmarks/2102…
Generating Fake Cyber Threat Intelligence Using Transformer-Based Models

sciencewise.info/bookmarks/2102…
High-level Approaches to Detect Malicious Political Activity on Twitter

sciencewise.info/bookmarks/2102…
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities

sciencewise.info/bookmarks/2102…
AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks

sciencewise.info/bookmarks/2102…
A Data-Driven Approach to Violin Making

sciencewise.info/bookmarks/2102…
HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

sciencewise.info/bookmarks/2102…
Riiid! Answer Correctness Prediction Kaggle Challenge: 4th Place Solution Summary

sciencewise.info/bookmarks/2102…
Convolutional Neural Network Interpretability with General Pattern Theory

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Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review

sciencewise.info/bookmarks/2102…
Guilty Artificial Minds

sciencewise.info/bookmarks/2102…
Transforming India's Agricultural Sector using Ontology-based Tantra Framework

sciencewise.info/bookmarks/2102…
How Pandemic Spread in News: Text Analysis Using Topic Model

sciencewise.info/bookmarks/2102…
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems

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Plotting time: On the usage of CNNs for time series classification

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Improving Artificial Teachers by Considering How People Learn and Forget

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The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness

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Generate and Revise: Reinforcement Learning in Neural Poetry

sciencewise.info/bookmarks/2102…
STAN: Spatio-Temporal Attention Network for Next Location Recommendation

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An Update of a Progressively Expanded Database for Automated Lung Sound Analysis

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LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search

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DEFT: Distilling Entangled Factors

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Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

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Extracting the Locus of Attention at a Cocktail Party from Single-Trial EEG using a Joint CNN-LSTM Model

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"Short is the Road that Leads from Fear to Hate": Fear Speech in Indian WhatsApp Groups

sciencewise.info/bookmarks/2102…
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

sciencewise.info/bookmarks/2102…
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring

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FFConv: Fast Factorized Neural Network Inference on Encrypted Data

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Hyperparameter Tricks in Multi-Agent Reinforcement Learning: An Empirical Study

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BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices

sciencewise.info/bookmarks/2102…
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles

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Robust Single-step Adversarial Training with Regularizer

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"I Don't Think So": Disagreement-Based Policy Summaries for Comparing Agents

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Understanding Emails and Drafting Responses -- An Approach Using GPT-3

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Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning

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ChainCQG: Flow-Aware Conversational Question Generation

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Machine Learning for Electronic Design Automation: A Survey

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Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

sciencewise.info/bookmarks/2102…
Measuring Utility and Privacy of Synthetic Genomic Data

sciencewise.info/bookmarks/2102…
Pedestrian Simulation: A Review

sciencewise.info/bookmarks/2102…
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net

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Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning

sciencewise.info/bookmarks/2102…
Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots

sciencewise.info/bookmarks/2102…
Toward a Rational and Ethical Sociotechnical System of Autonomous Vehicles: A Novel Application of Multi-Criteria Decision Analysis

sciencewise.info/bookmarks/2102…
Alchemy: A structured task distribution for meta-reinforcement learning

sciencewise.info/bookmarks/2102…
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

sciencewise.info/bookmarks/2102…
Uncertainty Propagation in Convolutional Neural Networks: Technical Report

sciencewise.info/bookmarks/2102…
An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids

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Large-Scale Training System for 100-Million Classification at Alibaba

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AutoScore: An Automated Warning Score Model for the Early Prediction of Clinical Events

sciencewise.info/bookmarks/2102…
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification

sciencewise.info/bookmarks/2102…
OpinionRank: Extracting Ground Truth Labels from Unreliable Expert Opinions with Graph-Based Spectral Ranking

sciencewise.info/bookmarks/2102…
Predicting Clinical Deterioration in Hospitals

sciencewise.info/bookmarks/2102…
Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP)

sciencewise.info/bookmarks/2102…
Predicting Customer Lifetime Values -- ecommerce use case

sciencewise.info/bookmarks/2102…
Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub

sciencewise.info/bookmarks/2102…
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing

sciencewise.info/bookmarks/2102…
Personalized Embedding-based e-Commerce Recommendations at eBay

sciencewise.info/bookmarks/2102…
Sequence-based Machine Learning Models in Jet Physics

sciencewise.info/bookmarks/2102…
The Deepfake Detection Dilemma: A Multistakeholder Exploration of Adversarial Dynamics in Synthetic Media

sciencewise.info/bookmarks/2102…
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features

sciencewise.info/bookmarks/2102…
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification

sciencewise.info/bookmarks/2102…
Self-Supervised VQ-VAE For One-Shot Music Style Transfer

sciencewise.info/bookmarks/2102…
Refinement of polygonal grids using Convolutional Neural Networks with applications to polygonal Discontinous Galerkin and Virtual Element methods

sciencewise.info/bookmarks/2102…
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting

sciencewise.info/bookmarks/2102…
Fast Classification Learning with Neural Networks and Conceptors for Speech Recognition and Car Driving Maneuvers

sciencewise.info/bookmarks/2102…
Hyperbolic Generative Adversarial Network

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Adversarial Robustness: What fools you makes you stronger

sciencewise.info/bookmarks/2102…
Patterns, predictions, and actions: A story about machine learning

sciencewise.info/bookmarks/2102…
FLOP: Federated Learning on Medical Datasets using Partial Networks

sciencewise.info/bookmarks/2102…
Scheduling the NASA Deep Space Network with Deep Reinforcement Learning

sciencewise.info/bookmarks/2102…
Classifier Calibration: with implications to threat scores in cybersecurity

sciencewise.info/bookmarks/2102…
Using Deep LSD to build operators in GANs latent space with meaning in real space

sciencewise.info/bookmarks/2102…
"What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models

sciencewise.info/bookmarks/2102…
Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning

sciencewise.info/bookmarks/2102…
On Disentanglement in Gaussian Process Variational Autoencoders

sciencewise.info/bookmarks/2102…
Dompteur: Taming Audio Adversarial Examples

sciencewise.info/bookmarks/2102…
Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models

sciencewise.info/bookmarks/2102…
PyTorchRL: Modular and Distributed Reinforcement Learning in PyTorch

sciencewise.info/bookmarks/2007…
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances

sciencewise.info/bookmarks/2102…
Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements

sciencewise.info/bookmarks/2102…
More Is More -- Narrowing the Generalization Gap by Adding Classification Heads

sciencewise.info/bookmarks/2102…
Demystifying Code Summarization Models

sciencewise.info/bookmarks/2102…
Behavioral Economics Approach to Interpretable Deep Image Classification. Rationally Inattentive Utility Maximization Explains Deep Image Classification

sciencewise.info/bookmarks/2102…
Noise Optimization for Artificial Neural Networks

sciencewise.info/bookmarks/2102…
Robust Motion In-betweening

sciencewise.info/bookmarks/2102…
Introduction to Machine Learning for the Sciences

sciencewise.info/bookmarks/2102…
Noisy Recurrent Neural Networks

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TräumerAI: Dreaming Music with StyleGAN

sciencewise.info/bookmarks/2102…
Detecting Fake News Using Machine Learning : A Systematic Literature Review

sciencewise.info/bookmarks/2102…
Meta Discovery: Learning to Discover Novel Classes given Very Limited Data

sciencewise.info/bookmarks/2102…
Machine Learning-based Classification of Active Walking Tasks in Older Adults using fNIRS

sciencewise.info/bookmarks/2102…
Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve

sciencewise.info/bookmarks/2102…
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare

sciencewise.info/bookmarks/2102…
Emergency Department Optimization and Load Prediction in Hospitals

sciencewise.info/bookmarks/2102…
The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization

sciencewise.info/bookmarks/2102…
Machine Learning in Precision Medicine to Preserve Privacy via Encryption

sciencewise.info/bookmarks/2102…
Analysis of the Effectiveness of Face-Coverings on the Death Rate of COVID-19 Using Machine Learning

sciencewise.info/bookmarks/2102…
Towards advancing the earthquake forecasting by machine learning of satellite data

sciencewise.info/bookmarks/2102…
Overhead MNIST: A Benchmark Satellite Dataset

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Amazon Product Recommender System

sciencewise.info/bookmarks/2102…
Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds

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HumanACGAN: conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception

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Non-linear frequency warping using constant-Q transformation for speech emotion recognition

sciencewise.info/bookmarks/2102…
Solid Texture Synthesis using Generative Adversarial Networks

sciencewise.info/bookmarks/2102…
Automatic Breast Lesion Detection in Ultrafast DCE-MRI Using Deep Learning

sciencewise.info/bookmarks/2102…
Mimetic Neural Networks: A unified framework for Protein Design and Folding

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EMA2S: An End-to-End Multimodal Articulatory-to-Speech System

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HGAN: Hybrid Generative Adversarial Network

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COVIDHunter: An Accurate, Flexible, and Environment-Aware Open-Source COVID-19 Outbreak Simulation Model

sciencewise.info/bookmarks/2102…
Convolutional Neural Network-based Intrusion Detection System for AVTP Streams in Automotive Ethernet-based Networks

sciencewise.info/bookmarks/2102…
Exclusive Topic Modeling

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Privacy-Preserving Video Classification with Convolutional Neural Networks

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Network Support for High-performance Distributed Machine Learning

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Single Run Action Detector over Video Stream -- A Privacy Preserving Approach

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On the Reproducibility of Neural Network Predictions

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NRTSI: Non-Recurrent Time Series Imputation for Irregularly-sampled Data

sciencewise.info/bookmarks/2102…
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

sciencewise.info/bookmarks/2102…
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Transformers

sciencewise.info/bookmarks/2102…
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment

sciencewise.info/bookmarks/2102…
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals

sciencewise.info/bookmarks/2102…
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision

sciencewise.info/bookmarks/2102…
Analyzing Host-Viral Interactome of SARS-CoV-2 for Identifying Vulnerable Host Proteins during COVID-19 Pathogenesis

sciencewise.info/bookmarks/2102…
How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned

sciencewise.info/bookmarks/2102…
Infant Cry Classification with Graph Convolutional Networks

sciencewise.info/bookmarks/2102…
Machine Learning for Auxiliary Sources

sciencewise.info/bookmarks/2102…

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More from @stephenwithavee

14 Feb
...a bit more #PapersThatMakeYouGoHmmm this week! (cs.CV just caught my attention.)
A-NeRF: Surface-free Human 3D Pose Refinement via Neural Rendering

sciencewise.info/bookmarks/2102…
Adversarial Segmentation Loss for Sketch Colorization

sciencewise.info/bookmarks/2102…
Read 55 tweets
7 Feb
Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
Insurance Business and Sustainable Development

sciencewise.info/bookmarks/2102…
The housing problem and revealed preference theory: duality and an application

sciencewise.info/bookmarks/2102…
Read 229 tweets
31 Jan
Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
Investors Embrace Gender Diversity, Not Female CEOs: The Role of Gender in Startup Fundraising

sciencewise.info/bookmarks/2101…
Deep ReLU Network Expression Rates for Option Prices in high-dimensional, exponential Lévy models

sciencewise.info/bookmarks/2101…
Read 218 tweets
24 Jan
Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations

sciencewise.info/bookmarks/2101…
Validating Label Consistency in NER Data Annotation

sciencewise.info/bookmarks/2101…
Read 169 tweets
16 Jan
Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
Dynamics of contentment

sciencewise.info/bookmarks/2101…
Scared into Action: How Partisanship and Fear are Associated with Reactions to Public Health Directives

sciencewise.info/bookmarks/2101…
Read 224 tweets
10 Jan
Time for #PapersThatMakeYouGoHmmm! A weekly summary of new ML papers from arXiv that make me think one or more of:

1. That looks useful!
2. That's an interesting approach!
3. A business could be built around this!
4. How did they do that?!
Argument Schemes and Dialogue for Explainable Planning

sciencewise.info/bookmarks/2101…
Neural Fitted Q Iteration based Optimal Bidding Strategy in Real Time Reactive Power Market_1

sciencewise.info/bookmarks/2101…
Read 173 tweets

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