Thread by @stephenwithavee

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…

A two-stage data association approach for 3D Multi-object Tracking

sciencewise.info/bookmarks/2101…

Neural Networks, Artificial Intelligence and the Computational Brain

sciencewise.info/bookmarks/2101…

Mindless Attractor: A False-Positive Resistant Intervention for Drawing Attention Using Auditory Perturbation

sciencewise.info/bookmarks/2101…

Boost then Convolve: Gradient Boosting Meets Graph Neural Networks

sciencewise.info/bookmarks/2101…

Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control

sciencewise.info/bookmarks/2101…

Discussion of Ensemble Learning under the Era of Deep Learning

sciencewise.info/bookmarks/2101…

Do we need to go Deep? Knowledge Tracing with Big Data

sciencewise.info/bookmarks/2101…

mt5b3: A Framework for Building AutonomousTraders

sciencewise.info/bookmarks/2101…

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism

sciencewise.info/bookmarks/2101…

Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?

sciencewise.info/bookmarks/2101…

Collision-Free Flocking with a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning

sciencewise.info/bookmarks/2101…

Adversarial Attacks for Tabular Data: Application to Fraud Detection and Imbalanced Data

sciencewise.info/bookmarks/2101…

UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers

sciencewise.info/bookmarks/2101…

DynaComm: Accelerating Distributed CNN Training between Edges and Clouds through Dynamic Communication Scheduling

sciencewise.info/bookmarks/2101…

Noise Learning Based Denoising Autoencoder

sciencewise.info/bookmarks/2101…

Illuminating the Space of Beatable Lode Runner Levels Produced By Various Generative Adversarial Networks

sciencewise.info/bookmarks/2101…

Spatial Assembly: Generative Architecture With Reinforcement Learning, Self Play and Tree Search

sciencewise.info/bookmarks/2101…

Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum

sciencewise.info/bookmarks/2101…

Dissonance Between Human and Machine Understanding

sciencewise.info/bookmarks/2101…

A System for Automated Open-Source Threat Intelligence Gathering and Management

sciencewise.info/bookmarks/2101…

Classification of Pedagogical content using conventional machine learning and deep learning model

sciencewise.info/bookmarks/2101…

GLocalX -- From Local to Global Explanations of Black Box AI Models

sciencewise.info/bookmarks/2101…

An Artificial Intelligence based approach to estimating time of arrival and bus occupancy for public transport systems in Africa

sciencewise.info/bookmarks/2101…

Edge-Featured Graph Attention Network

sciencewise.info/bookmarks/2101…

Situation and Behavior Understanding by Trope Detection on Films

sciencewise.info/bookmarks/2101…

Meta-Reinforcement Learning for Adaptive Motor Control in Changing Robot Dynamics and Environments

sciencewise.info/bookmarks/2101…

Disentangled Recurrent Wasserstein Autoencoder

sciencewise.info/bookmarks/2101…

GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention

sciencewise.info/bookmarks/2101…

Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning

sciencewise.info/bookmarks/2101…

An attention model to analyse the risk of agitation and urinary tract infections in people with dementia

sciencewise.info/bookmarks/2101…

Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations

sciencewise.info/bookmarks/2101…

Adversarial Interaction Attack: Fooling AI to Misinterpret Human Intentions

sciencewise.info/bookmarks/2101…

Understanding in Artificial Intelligence

sciencewise.info/bookmarks/2101…

A Literature Review of Recent Graph Embedding Techniques for Biomedical Data

sciencewise.info/bookmarks/2101…

Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation

sciencewise.info/bookmarks/2101…

An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset

sciencewise.info/bookmarks/2101…

Leveraging AI to optimize website structure discovery during Penetration Testing

sciencewise.info/bookmarks/2101…

Is it a great Autonomous FX Trading Strategy or you are just fooling yourself

sciencewise.info/bookmarks/2101…

Deep Reinforcement Learning for Active High Frequency Trading

sciencewise.info/bookmarks/2101…

Studying Catastrophic Forgetting in Neural Ranking Models

sciencewise.info/bookmarks/2101…

Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions

sciencewise.info/bookmarks/2101…

DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection

sciencewise.info/bookmarks/2101…

Cooperative and Competitive Biases for Multi-Agent Reinforcement Learning

sciencewise.info/bookmarks/2101…

CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation

sciencewise.info/bookmarks/2101…

Stacked LSTM Based Deep Recurrent Neural Network with Kalman Smoothing for Blood Glucose Prediction

sciencewise.info/bookmarks/2101…

Deep Parametric Continuous Convolutional Neural Networks

sciencewise.info/bookmarks/2101…

Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition

sciencewise.info/bookmarks/2101…

GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation

sciencewise.info/bookmarks/2101…

TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors

sciencewise.info/bookmarks/2101…

AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles

sciencewise.info/bookmarks/2101…

AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles

sciencewise.info/bookmarks/2101…

GeoSim: Photorealistic Image Simulation with Geometry-Aware Composition

sciencewise.info/bookmarks/2101…

SceneGen: Learning to Generate Realistic Traffic Scenes

sciencewise.info/bookmarks/2101…

Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification Problems

sciencewise.info/bookmarks/2101…

Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks

sciencewise.info/bookmarks/2101…

NNStreamer: Efficient and Agile Development of On-Device AI Systems

sciencewise.info/bookmarks/2101…

AR-based Modern Healthcare: A Review

sciencewise.info/bookmarks/2101…

Attention Based Video Summaries of Live Online Zoom Classes

sciencewise.info/bookmarks/2101…

When SIMPLE is better than complex: A case study on deep learning for predicting Bugzilla issue close time

sciencewise.info/bookmarks/2101…

On the Verification and Validation of AI Navigation Algorithms

sciencewise.info/bookmarks/2101…

Local Navigation and Docking of an Autonomous Robot Mower using Reinforcement Learning and Computer Vision

sciencewise.info/bookmarks/2101…

LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning

sciencewise.info/bookmarks/2101…

Player-AI Interaction: What Neural Network Games Reveal About AI as Play

sciencewise.info/bookmarks/2101…

Probabilistic Inference for Learning from Untrusted Sources

sciencewise.info/bookmarks/2101…

Teaming up with information agents

sciencewise.info/bookmarks/2101…

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study

sciencewise.info/bookmarks/2101…

Black-box Adversarial Attacks in Autonomous Vehicle Technology

sciencewise.info/bookmarks/2101…

Motion-Based Handwriting Recognition

sciencewise.info/bookmarks/2101…

Affordance-based Reinforcement Learning for Urban Driving

sciencewise.info/bookmarks/2101…

Randomized Ensembled Double Q-Learning: Learning Fast Without a Model

sciencewise.info/bookmarks/2101…

Responsible AI Challenges in End-to-end Machine Learning

sciencewise.info/bookmarks/2101…

Mining Knowledge Graphs From Incident Reports

sciencewise.info/bookmarks/2101…

Descriptive AI Ethics: Collecting and Understanding the Public Opinion

sciencewise.info/bookmarks/2101…

Hostility Detection and Covid-19 Fake News Detection in Social Media

sciencewise.info/bookmarks/2101…

Robusta: Robust AutoML for Feature Selection via Reinforcement Learning

sciencewise.info/bookmarks/2101…

KDLSQ-BERT: A Quantized Bert Combining Knowledge Distillation with Learned Step Size Quantization

sciencewise.info/bookmarks/2101…

Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

sciencewise.info/bookmarks/2101…

Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media

sciencewise.info/bookmarks/2101…

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs

sciencewise.info/bookmarks/2101…

ItNet: iterative neural networks with tiny graphs for accurate and efficient anytime prediction

sciencewise.info/bookmarks/2101…

Adversarial Machine Learning in Text Analysis and Generation

sciencewise.info/bookmarks/2101…

Dive into Decision Trees and Forests: A Theoretical Demonstration

sciencewise.info/bookmarks/2101…

Stress Testing of Meta-learning Approaches for Few-shot Learning

sciencewise.info/bookmarks/2101…

Collaborative Teacher-Student Learning via Multiple Knowledge Transfer

sciencewise.info/bookmarks/2101…

Analysis of Information Flow Through U-Nets

sciencewise.info/bookmarks/2101…

Distilling Interpretable Models into Human-Readable Code

sciencewise.info/bookmarks/2101…

Invariance, encodings, and generalization: learning identity effects with neural networks

sciencewise.info/bookmarks/2101…

Can stable and accurate neural networks be computed? -- On the barriers of deep learning and Smale's 18th problem

sciencewise.info/bookmarks/2101…

Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models?

sciencewise.info/bookmarks/2101…

Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization

sciencewise.info/bookmarks/2101…

MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes

sciencewise.info/bookmarks/2101…

LEAF: A Learnable Frontend for Audio Classification

sciencewise.info/bookmarks/2101…

Customer Price Sensitivities in Competitive Automobile Insurance Markets

sciencewise.info/bookmarks/2101…

Pre-training without Natural Images

sciencewise.info/bookmarks/2101…

Arabic Speech Recognition by End-to-End, Modular Systems and Human

sciencewise.info/bookmarks/2101…

Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy

sciencewise.info/bookmarks/2101…

Influence Estimation for Generative Adversarial Networks

sciencewise.info/bookmarks/2101…

Text Line Segmentation for Challenging Handwritten Document Images Using Fully Convolutional Network

sciencewise.info/bookmarks/2101…

TensorBNN: Bayesian Inference for Neural Networks using Tensorflow

sciencewise.info/bookmarks/2009…

Bayesian Neural Networks for Fast SUSY Predictions

sciencewise.info/bookmarks/2007…

Probabilistic Solar Power Forecasting: Long Short-Term Memory Network vs Simpler Approaches

sciencewise.info/bookmarks/2101…

Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments

sciencewise.info/bookmarks/2101…

Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey

sciencewise.info/bookmarks/2101…

Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data

sciencewise.info/bookmarks/2101…

Machine learning applications for COVID-19: A state-of-the-art review

sciencewise.info/bookmarks/2101…

Implicit Bias of Linear RNNs

sciencewise.info/bookmarks/2101…

Open-Domain Conversational Search Assistant with Transformers

sciencewise.info/bookmarks/2101…

Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer

sciencewise.info/bookmarks/2101…

Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs

sciencewise.info/bookmarks/2101…

Bridge the Vision Gap from Field to Command: A Deep Learning Network Enhancing Illumination and Details

sciencewise.info/bookmarks/2101…

Cross-domain few-shot learning with unlabelled data

sciencewise.info/bookmarks/2101…

Classification of COVID-19 X-ray Images Using a Combination of Deep and Handcrafted Features

sciencewise.info/bookmarks/2101…

The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions

sciencewise.info/bookmarks/2101…

A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations

sciencewise.info/bookmarks/2101…

Image Denoising using Attention-Residual Convolutional Neural Networks

sciencewise.info/bookmarks/2101…

Interpretable Models for Granger Causality Using Self-explaining Neural Networks

sciencewise.info/bookmarks/2101…

Continual Deterioration Prediction for Hospitalized COVID-19 Patients

sciencewise.info/bookmarks/2101…

Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning

sciencewise.info/bookmarks/2101…

PeerGAN: Generative Adversarial Networks with a Competing Peer Discriminator

sciencewise.info/bookmarks/2101…

Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge

sciencewise.info/bookmarks/2101…

Optimizing Hyperparameters in CNNs using Bilevel Programming in Time Series Data

sciencewise.info/bookmarks/2101…

Deep Reinforcement Learning Optimizes Graphene Nanopores for Efficient Desalination

sciencewise.info/bookmarks/2101…

Handling Non-ignorably Missing Features in Electronic Health Records Data Using Importance-Weighted Autoencoders

sciencewise.info/bookmarks/2101…

Does Continual Learning = Catastrophic Forgetting?

sciencewise.info/bookmarks/2101…

A survey on shape-constraint deep learning for medical image segmentation

sciencewise.info/bookmarks/2101…

Predicting Pneumonia and Region Detection from X-Ray Images using Deep Neural Network

sciencewise.info/bookmarks/2101…

Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans

sciencewise.info/bookmarks/2101…

Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly

sciencewise.info/bookmarks/2101…

Collaboration among Image and Object Level Features for Image Colourisation

sciencewise.info/bookmarks/2101…

Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG

sciencewise.info/bookmarks/2101…

The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods

sciencewise.info/bookmarks/2101…

COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning

sciencewise.info/bookmarks/2101…

Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias

sciencewise.info/bookmarks/2101…

Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort

sciencewise.info/bookmarks/2101…

A simple geometric proof for the benefit of depth in ReLU networks

sciencewise.info/bookmarks/2101…

Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks

sciencewise.info/bookmarks/2101…

Deep Learning for Moving Blockage Prediction using Real Millimeter Wave Measurements

sciencewise.info/bookmarks/2101…

Discrete Graph Structure Learning for Forecasting Multiple Time Series

sciencewise.info/bookmarks/2101…

Heterogeneous Similarity Graph Neural Network on Electronic Health Records

sciencewise.info/bookmarks/2101…

Learning from pandemics: using extraordinary events can improve disease now-casting models

sciencewise.info/bookmarks/2101…

Physics-Informed Deep Learning for Traffic State Estimation

sciencewise.info/bookmarks/2101…

Diverse Complexity Measures for Dataset Curation in Self-driving

sciencewise.info/bookmarks/2101…

Phases of learning dynamics in artificial neural networks: with or without mislabeled data

sciencewise.info/bookmarks/2101…

Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks

sciencewise.info/bookmarks/2101…

Visual Analytics approach for finding spatiotemporal patterns from COVID19

sciencewise.info/bookmarks/2101…

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos

sciencewise.info/bookmarks/2101…

Latent Space Analysis of VAE and Intro-VAE applied to 3-dimensional MR Brain Volumes of Multiple Sclerosis, Leukoencephalopathy, and Healthy Patients

sciencewise.info/bookmarks/2101…

Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution

sciencewise.info/bookmarks/2101…

MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization

sciencewise.info/bookmarks/2101…

Data-driven discovery of multiscale chemical reactions governed by the law of mass action

sciencewise.info/bookmarks/2101…

Temporal Clustering of Disorder Events During the COVID-19 Pandemic

sciencewise.info/bookmarks/2101…

Mispronunciation Detection in Non-native (L2) English with Uncertainty Modeling

sciencewise.info/bookmarks/2101…

Comparison of Machine Learning for Sentiment Analysis in Detecting Anxiety Based on Social Media Data

sciencewise.info/bookmarks/2101…

Exponential Kernels with Latency in Hawkes Processes: Applications in Finance

sciencewise.info/bookmarks/2101…

Deciding What to Learn: A Rate-Distortion Approach

sciencewise.info/bookmarks/2101…

Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper

sciencewise.info/bookmarks/2101…

The Geometry of Deep Generative Image Models and its Applications

sciencewise.info/bookmarks/2101…

Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features

sciencewise.info/bookmarks/2101…

A Neophyte With AutoML: Evaluating the Promises of Automatic Machine Learning Tools

sciencewise.info/bookmarks/2101…

Empirical Evaluation of Supervision Signals for Style Transfer Models

sciencewise.info/bookmarks/2101…

Needmining: Designing Digital Support to Elicit Needs from Social Media

sciencewise.info/bookmarks/2101…

A New Artificial Neuron Proposal with Trainable Simultaneous Local and Global Activation Function

sciencewise.info/bookmarks/2101…

Video Summarization Using Deep Neural Networks: A Survey

sciencewise.info/bookmarks/2101…

Nowcasting Gentrification Using Airbnb Data

sciencewise.info/bookmarks/2101…

How Shift Equivariance Impacts Metric Learning for Instance Segmentation

sciencewise.info/bookmarks/2101…

@threadreaderapp unroll