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?!

Avoiding the Crowd: Traveller Behaviour in Public Transport in the Age of COVID-19

sciencewise.info/bookmarks/2104…

Approximate option pricing formula for Barndorff-Nielsen and Shephard model

sciencewise.info/bookmarks/2104…

An Examination of Demographic Differences in Obtaining Investment and Financial Planning Information

sciencewise.info/bookmarks/2104…

Adaptive learning for financial markets mixing model-based and model-free RL for volatility targeting

sciencewise.info/bookmarks/2104…

Macroeconomic forecasting with statistically validated knowledge graphs

sciencewise.info/bookmarks/2104…

Identification of Peer Effects with Miss-specified Peer Groups: Missing Data and Group Uncertainty

sciencewise.info/bookmarks/2104…

Inferring Multi-Period Optimal Portfolios via Detrending Moving Average Cluster Entropy

sciencewise.info/bookmarks/2104…

Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory

sciencewise.info/bookmarks/2104…

Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model

sciencewise.info/bookmarks/2104…

Interpretability in deep learning for finance: a case study for the Heston model

sciencewise.info/bookmarks/2104…

Deep Reinforcement Learning in a Monetary Model

sciencewise.info/bookmarks/2104…

Exploratory Data Analysis of Electric Tricycle as Sustainable Public Transport Mode in General Santos City Using Logistic Regression

sciencewise.info/bookmarks/2104…

Benford's laws tests on S&P500 daily closing values and the corresponding daily log-returns both point to huge non-conformity

sciencewise.info/bookmarks/2104…

Optimal Algorithmic Monetary Policy

sciencewise.info/bookmarks/2104…

Protecting gender and identity with disentangled speech representations

sciencewise.info/bookmarks/2104…

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

sciencewise.info/bookmarks/2104…

"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents

sciencewise.info/bookmarks/2104…

Voice Privacy with Smart Digital Assistants in Educational Settings

sciencewise.info/bookmarks/2104…

Building Bilingual and Code-Switched Voice Conversion with Limited Training Data Using Embedding Consistency Loss

sciencewise.info/bookmarks/2104…

HMM-Free Encoder Pre-Training for Streaming RNN Transducer

sciencewise.info/bookmarks/2104…

Scene-aware Far-field Automatic Speech Recognition

sciencewise.info/bookmarks/2104…

Accented Speech Recognition: A Survey

sciencewise.info/bookmarks/2104…

Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers

sciencewise.info/bookmarks/2104…

Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices

sciencewise.info/bookmarks/2104…

On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era

sciencewise.info/bookmarks/2104…

Review of end-to-end speech synthesis technology based on deep learning

sciencewise.info/bookmarks/2104…

A cappella: Audio-visual Singing Voice Separation

sciencewise.info/bookmarks/2104…

AdaSpeech 2: Adaptive Text to Speech with Untranscribed Data

sciencewise.info/bookmarks/2104…

Detection of Audio-Video Synchronization Errors Via Event Detection

sciencewise.info/bookmarks/2104…

Interpreting intermediate convolutional layers of CNNs trained on raw speech

sciencewise.info/bookmarks/2104…

Many-Speakers Single Channel Speech Separation with Optimal Permutation Training

sciencewise.info/bookmarks/2104…

Low-Frequency Characterization of Music Sounds -- Ultra-Bass Richness from the Sound Wave Beats

sciencewise.info/bookmarks/2104…

Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition "In the Wild"

sciencewise.info/bookmarks/2104…

MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation

sciencewise.info/bookmarks/2104…

NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets

sciencewise.info/bookmarks/2104…

Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization

sciencewise.info/bookmarks/2104…

Detecting cognitive decline using speech only: The ADReSSo Challenge

sciencewise.info/bookmarks/2104…

Exploring Deep Learning for Joint Audio-Visual Lip Biometrics

sciencewise.info/bookmarks/2104…

KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset

sciencewise.info/bookmarks/2104…

Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement

sciencewise.info/bookmarks/2104…

Spectrogram Inpainting for Interactive Generation of Instrument Sounds

sciencewise.info/bookmarks/2104…

EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition

sciencewise.info/bookmarks/2104…

EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation

sciencewise.info/bookmarks/2104…

Speaker Attentive Speech Emotion Recognition

sciencewise.info/bookmarks/2104…

Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding

sciencewise.info/bookmarks/2104…

Cross-Domain and Disentangled Face Manipulation with 3D Guidance

sciencewise.info/bookmarks/2104…

Multiscale Vision Transformers

sciencewise.info/bookmarks/2104…

KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control

sciencewise.info/bookmarks/2104…

Pri3D: Can 3D Priors Help 2D Representation Learning?

sciencewise.info/bookmarks/2104…

ManipulaTHOR: A Framework for Visual Object Manipulation

sciencewise.info/bookmarks/2104…

Fully Convolutional Line Parsing

sciencewise.info/bookmarks/2104…

Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks

sciencewise.info/bookmarks/2104…

H2O: Two Hands Manipulating Objects for First Person Interaction Recognition

sciencewise.info/bookmarks/2104…

VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text

sciencewise.info/bookmarks/2104…

Sketch-QNet: A Quadruplet ConvNet for Color Sketch-based Image Retrieval

sciencewise.info/bookmarks/2104…

Hierarchical growing grid networks for skeleton based action recognition

sciencewise.info/bookmarks/2104…

Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather Condition

sciencewise.info/bookmarks/2104…

VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous Driving

sciencewise.info/bookmarks/2104…

ImageNet-21K Pretraining for the Masses

sciencewise.info/bookmarks/2104…

So-ViT: Mind Visual Tokens for Vision Transformer

sciencewise.info/bookmarks/2104…

FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection

sciencewise.info/bookmarks/2104…

Automated Tackle Injury Risk Assessment in Contact-Based Sports -- A Rugby Union Example

sciencewise.info/bookmarks/2104…

Robust 360-8PA: Redesigning The Normalized 8-point Algorithm for 360-FoV Images

sciencewise.info/bookmarks/2104…

Token Labeling: Training a 85.5% Top-1 Accuracy Vision Transformer with 56M Parameters on ImageNet

sciencewise.info/bookmarks/2104…

A Strong Baseline for Vehicle Re-Identification

sciencewise.info/bookmarks/2104…

DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

sciencewise.info/bookmarks/2104…

BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving

sciencewise.info/bookmarks/2104…

Meta-learning for skin cancer detection using Deep Learning Techniques

sciencewise.info/bookmarks/2104…

Lighting the Darkness in the Deep Learning Era

sciencewise.info/bookmarks/2104…

Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation

sciencewise.info/bookmarks/2104…

Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder

sciencewise.info/bookmarks/2104…

METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy

sciencewise.info/bookmarks/2104…

Efficient LiDAR Odometry for Autonomous Driving

sciencewise.info/bookmarks/2104…

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study

sciencewise.info/bookmarks/2104…

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

sciencewise.info/bookmarks/2104…

Multi-task Learning with Attention for End-to-end Autonomous Driving

sciencewise.info/bookmarks/2104…

PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation

sciencewise.info/bookmarks/2104…

Lifting Monocular Events to 3D Human Poses

sciencewise.info/bookmarks/2104…

SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer

sciencewise.info/bookmarks/2104…

Photothermal-SR-Net: A Customized Deep Unfolding Neural Network for Photothermal Super Resolution Imaging

sciencewise.info/bookmarks/2104…

Real-time dense 3D Reconstruction from monocular video data captured by low-cost UAVs

sciencewise.info/bookmarks/2104…

Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection

sciencewise.info/bookmarks/2104…

SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video

sciencewise.info/bookmarks/2104…

FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras

sciencewise.info/bookmarks/2104…

PP-YOLOv2: A Practical Object Detector

sciencewise.info/bookmarks/2104…

Measuring economic activity from space: a case study using flying airplanes and COVID-19

sciencewise.info/bookmarks/2104…

Shadow Generation for Composite Image in Real-world Scenes

sciencewise.info/bookmarks/2104…

Boundary-Aware 3D Object Detection from Point Clouds

sciencewise.info/bookmarks/2104…

SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation

sciencewise.info/bookmarks/2104…

Compact and Effective Representations for Sketch-based Image Retrieval

sciencewise.info/bookmarks/2104…

Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation

sciencewise.info/bookmarks/2104…

Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis

sciencewise.info/bookmarks/2104…

Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery

sciencewise.info/bookmarks/2104…

Voxel Structure-based Mesh Reconstruction from a 3D Point Cloud

sciencewise.info/bookmarks/2104…

GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review

sciencewise.info/bookmarks/2104…

Invertible Denoising Network: A Light Solution for Real Noise Removal

sciencewise.info/bookmarks/2104…

A Two-Stage Attentive Network for Single Image Super-Resolution

sciencewise.info/bookmarks/2104…

Brittle Features May Help Anomaly Detection

sciencewise.info/bookmarks/2104…

Deep Transform and Metric Learning Networks

sciencewise.info/bookmarks/2104…

A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation

sciencewise.info/bookmarks/2104…

GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering

sciencewise.info/bookmarks/2104…

TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution

sciencewise.info/bookmarks/2104…

VideoGPT: Video Generation using VQ-VAE and Transformers

sciencewise.info/bookmarks/2104…

Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset

sciencewise.info/bookmarks/2104…

Contrastive Learning for Sports Video: Unsupervised Player Classification

sciencewise.info/bookmarks/2104…

Style-Aware Normalized Loss for Improving Arbitrary Style Transfer

sciencewise.info/bookmarks/2104…

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

sciencewise.info/bookmarks/2104…

Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset

sciencewise.info/bookmarks/2104…

CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval

sciencewise.info/bookmarks/2104…

Semantic Segmentation by Improved Generative Adversarial Networks

sciencewise.info/bookmarks/2104…

Data-driven vehicle speed detection from synthetic driving simulator images

sciencewise.info/bookmarks/2104…

Boosting Masked Face Recognition with Multi-Task ArcFace

sciencewise.info/bookmarks/2104…

Measuring the Ripeness of Fruit with Hyperspectral Imaging and Deep Learning

sciencewise.info/bookmarks/2104…

Visual Navigation with Spatial Attention

sciencewise.info/bookmarks/2104…

An Efficient Approach for Anomaly Detection in Traffic Videos

sciencewise.info/bookmarks/2104…

Flow-based Video Segmentation for Human Head and Shoulders

sciencewise.info/bookmarks/2104…

Staircase Sign Method for Boosting Adversarial Attacks

sciencewise.info/bookmarks/2104…

Detecting Vehicle Type and License Plate Number of different Vehicles on Images

sciencewise.info/bookmarks/2104…

Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer's Disease

sciencewise.info/bookmarks/2104…

DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device

sciencewise.info/bookmarks/2104…

What is Wrong with One-Class Anomaly Detection?

sciencewise.info/bookmarks/2104…

A simple vision-based navigation and control strategy for autonomous drone racing

sciencewise.info/bookmarks/2104…

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images

sciencewise.info/bookmarks/2104…

Manipulating SGD with Data Ordering Attacks

sciencewise.info/bookmarks/2104…

Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation

sciencewise.info/bookmarks/2104…

Quaternion Generative Adversarial Networks

sciencewise.info/bookmarks/2104…

Engineering Sketch Generation for Computer-Aided Design

sciencewise.info/bookmarks/2104…

Attention in Attention Network for Image Super-Resolution

sciencewise.info/bookmarks/2104…

Axial-to-lateral super-resolution for 3D fluorescence microscopy using unsupervised deep learning

sciencewise.info/bookmarks/2104…

Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training

sciencewise.info/bookmarks/2104…

OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas

sciencewise.info/bookmarks/2104…

Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor

sciencewise.info/bookmarks/2104…

A Hierarchical Coding Scheme for Glasses-free 3D Displays Based on Scalable Hybrid Layered Representation of Real-World Light Fields

sciencewise.info/bookmarks/2104…

A Multi-Task Deep Learning Framework for Building Footprint Segmentation

sciencewise.info/bookmarks/2104…

DANICE: Domain adaptation without forgetting in neural image compression

sciencewise.info/bookmarks/2104…

Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks

sciencewise.info/bookmarks/2104…

Multi-person Implicit Reconstruction from a Single Image

sciencewise.info/bookmarks/2104…

Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation

sciencewise.info/bookmarks/2104…

LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network

sciencewise.info/bookmarks/2104…

Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

sciencewise.info/bookmarks/2104…

Compact CNN Structure Learning by Knowledge Distillation

sciencewise.info/bookmarks/2104…

Conditional Variational Capsule Network for Open Set Recognition

sciencewise.info/bookmarks/2104…

Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition

sciencewise.info/bookmarks/2104…

Restoration of Video Frames from a Single Blurred Image with Motion Understanding

sciencewise.info/bookmarks/2104…

TransCrowd: Weakly-Supervised Crowd Counting with Transformer

sciencewise.info/bookmarks/2104…

Image Inpainting with External-internal Learning and Monochromic Bottleneck

sciencewise.info/bookmarks/2104…

Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNAS

sciencewise.info/bookmarks/2104…

Distilling Knowledge via Knowledge Review

sciencewise.info/bookmarks/2104…

Lidar Point Cloud Guided Monocular 3D Object Detection

sciencewise.info/bookmarks/2104…

Writing in The Air: Unconstrained Text Recognition from Finger Movement Using Spatio-Temporal Convolution

sciencewise.info/bookmarks/2104…

Kernel Agnostic Real-world Image Super-resolution

sciencewise.info/bookmarks/2104…

Masked Face Recognition using ResNet-50

sciencewise.info/bookmarks/2104…

CNN AE: Convolution Neural Network combined with Autoencoder approach to detect survival chance of COVID 19 patients

sciencewise.info/bookmarks/2104…

Towards Open-World Text-Guided Face Image Generation and Manipulation

sciencewise.info/bookmarks/2104…

Convolutional Neural Networks in Orthodontics: a review

sciencewise.info/bookmarks/2104…

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval

sciencewise.info/bookmarks/2104…

A survey of image labelling for computer vision applications

sciencewise.info/bookmarks/2104…

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval

sciencewise.info/bookmarks/2104…

On Training Sketch Recognizers for New Domains

sciencewise.info/bookmarks/2104…

An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth

sciencewise.info/bookmarks/2104…

Line Segmentation from Unconstrained Handwritten Text Images using Adaptive Approach

sciencewise.info/bookmarks/2104…

Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review

sciencewise.info/bookmarks/2104…

CLIPScore: A Reference-free Evaluation Metric for Image Captioning

sciencewise.info/bookmarks/2104…

Lottery Jackpots Exist in Pre-trained Models

sciencewise.info/bookmarks/2104…

IUPUI Driving Videos and Images in All Weather and Illumination Conditions

sciencewise.info/bookmarks/2104…

Automated Mathematical Equation Structure Discovery for Visual Analysis

sciencewise.info/bookmarks/2104…

Age Range Estimation using MTCNN and VGG-Face Model

sciencewise.info/bookmarks/2104…

PARE: Part Attention Regressor for 3D Human Body Estimation

sciencewise.info/bookmarks/2104…

Gaze Perception in Humans and CNN-Based Model

sciencewise.info/bookmarks/2104…

Fashion-Guided Adversarial Attack on Person Segmentation

sciencewise.info/bookmarks/2104…

StylePeople: A Generative Model of Fullbody Human Avatars

sciencewise.info/bookmarks/2104…

High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks

sciencewise.info/bookmarks/2104…

Assessment of deep learning based blood pressure prediction from PPG and rPPG signals

sciencewise.info/bookmarks/2104…

End-to-End Interactive Prediction and Planning with Optical Flow Distillation for Autonomous Driving

sciencewise.info/bookmarks/2104…

Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions

sciencewise.info/bookmarks/2104…

Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising

sciencewise.info/bookmarks/2104…

"Wikily" Neural Machine Translation Tailored to Cross-Lingual Tasks

sciencewise.info/bookmarks/2104…

Open data for Moroccan license plates for OCR applications : data collection, labeling, and model construction

sciencewise.info/bookmarks/2104…

Point-Based Modeling of Human Clothing

sciencewise.info/bookmarks/2104…

MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement

sciencewise.info/bookmarks/2104…

I Find Your Lack of Uncertainty in Computer Vision Disturbing

sciencewise.info/bookmarks/2104…

Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images

sciencewise.info/bookmarks/2104…

Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation

sciencewise.info/bookmarks/2104…

Advanced Deep Networks for 3D Mitochondria Instance Segmentation

sciencewise.info/bookmarks/2104…

Weakly Supervised Object Localization and Detection: A Survey

sciencewise.info/bookmarks/2104…

AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks

sciencewise.info/bookmarks/2104…

Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment

sciencewise.info/bookmarks/2104…

"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization

sciencewise.info/bookmarks/2104…

Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder

sciencewise.info/bookmarks/2104…

Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture

sciencewise.info/bookmarks/2104…

Attention! Stay Focus!

sciencewise.info/bookmarks/2104…

Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data

sciencewise.info/bookmarks/2104…

MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation

sciencewise.info/bookmarks/2104…

The Road Less Travelled: Trying And Failing To Generate Walking Simulators

sciencewise.info/bookmarks/2104…

A learning gap between neuroscience and reinforcement learning

sciencewise.info/bookmarks/2104…

XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction

sciencewise.info/bookmarks/2104…

A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP

sciencewise.info/bookmarks/2104…

Learning Fine-grained Fact-Article Correspondence in Legal Cases

sciencewise.info/bookmarks/2104…

Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models

sciencewise.info/bookmarks/2104…

Portfolio Search and Optimization for General Strategy Game-Playing

sciencewise.info/bookmarks/2104…

MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training

sciencewise.info/bookmarks/2104…

Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks

sciencewise.info/bookmarks/2104…

Mixture of Robust Experts (MoRE): A Flexible Defense Against Multiple Perturbations

sciencewise.info/bookmarks/2104…

Text Summarization of Czech News Articles Using Named Entities

sciencewise.info/bookmarks/2104…

Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks

sciencewise.info/bookmarks/2104…

CVLight: Deep Reinforcement Learning for Adaptive Traffic Signal Control with Connected Vehicles

sciencewise.info/bookmarks/2104…

Evidential Cyber Threat Hunting

sciencewise.info/bookmarks/2104…

Network Defense is Not a Game

sciencewise.info/bookmarks/2104…

Machine Learning Meets Natural Language Processing -- The story so far

sciencewise.info/bookmarks/2104…

MBRL-Lib: A Modular Library for Model-based Reinforcement Learning

sciencewise.info/bookmarks/2104…

Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring

sciencewise.info/bookmarks/2104…

Semantic Knowledge Discovery and Discussion Mining of Incel Online Community: Topic modeling

sciencewise.info/bookmarks/2104…

Hidden Biases in Unreliable News Detection Datasets

sciencewise.info/bookmarks/2104…

EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task

sciencewise.info/bookmarks/2104…

Safety-enhanced UAV Path Planning with Spherical Vector-based Particle Swarm Optimization

sciencewise.info/bookmarks/2104…

RoFormer: Enhanced Transformer with Rotary Position Embedding

sciencewise.info/bookmarks/2104…

CoDR: Computation and Data Reuse Aware CNN Accelerator

sciencewise.info/bookmarks/2104…

Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes

sciencewise.info/bookmarks/2104…

skweak: Weak Supervision Made Easy for NLP

sciencewise.info/bookmarks/2104…

Transductive Learning for Abstractive News Summarization

sciencewise.info/bookmarks/2104…

Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images

sciencewise.info/bookmarks/2104…

TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers

sciencewise.info/bookmarks/2104…

Generating explanations for answer set programming applications

sciencewise.info/bookmarks/2104…

Modular Procedural Generation for Voxel Maps

sciencewise.info/bookmarks/2104…

Deep Latent Emotion Network for Multi-Task Learning

sciencewise.info/bookmarks/2104…

Generating Diverse and Competitive Play-Styles for Strategy Games

sciencewise.info/bookmarks/2104…

AI supported Topic Modeling using KNIME-Workflows

sciencewise.info/bookmarks/2104…

Agent-Centric Representations for Multi-Agent Reinforcement Learning

sciencewise.info/bookmarks/2104…

Comprehensive systematic review into combinations of artificial intelligence, human factors, and automation

sciencewise.info/bookmarks/2104…

Constraints Satisfiability Driven Reinforcement Learning for Autonomous Cyber Defense

sciencewise.info/bookmarks/2104…

Reference-based Weak Supervision for Answer Sentence Selection using Web Data

sciencewise.info/bookmarks/2104…

Attention-based Clinical Note Summarization

sciencewise.info/bookmarks/2104…

A Simulated Experiment to Explore Robotic Dialogue Strategies for People with Dementia

sciencewise.info/bookmarks/2104…

GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation

sciencewise.info/bookmarks/2104…

GooAQ: Open Question Answering with Diverse Answer Types

sciencewise.info/bookmarks/2104…

Rethinking Network Pruning -- under the Pre-train and Fine-tune Paradigm

sciencewise.info/bookmarks/2104…

Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning

sciencewise.info/bookmarks/2104…

Training Humans to Train Robots Dynamic Motor Skills

sciencewise.info/bookmarks/2104…

Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP

sciencewise.info/bookmarks/2104…

EXTRACTOR: Extracting Attack Behavior from Threat Reports

sciencewise.info/bookmarks/2104…

Embodying Pre-Trained Word Embeddings Through Robot Actions

sciencewise.info/bookmarks/2104…

Accelerating Sparse Deep Neural Networks

sciencewise.info/bookmarks/2104…

Text2App: A Framework for Creating Android Apps from Text Descriptions

sciencewise.info/bookmarks/2104…

Ontology-based Feature Selection: A Survey

sciencewise.info/bookmarks/2104…

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction

sciencewise.info/bookmarks/2104…

Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction

sciencewise.info/bookmarks/2104…

Efficient and Generic 1D Dilated Convolution Layer for Deep Learning

sciencewise.info/bookmarks/2104…

A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks

sciencewise.info/bookmarks/2104…

Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research

sciencewise.info/bookmarks/2104…

ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning

sciencewise.info/bookmarks/2104…

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models

sciencewise.info/bookmarks/2104…

Sublanguage: A Serious Issue Affects Pretrained Models in Legal Domain

sciencewise.info/bookmarks/2104…

Train Once and Use Forever: Solving Boundary Value Problems in Unseen Domains with Pre-trained Deep Learning Models

sciencewise.info/bookmarks/2104…

InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks

sciencewise.info/bookmarks/2104…

Deep learning for detecting bid rigging: Flagging cartel participants based on convolutional neural networks

sciencewise.info/bookmarks/2104…

Online GANs for Automatic Performance Testing

sciencewise.info/bookmarks/2104…

CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU

sciencewise.info/bookmarks/2104…

Privacy-Preserved Blockchain-Federated-Learning for Medical Image Analysis Towards Multiple Parties

sciencewise.info/bookmarks/2104…

AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization

sciencewise.info/bookmarks/2104…

Measuring what Really Matters: Optimizing Neural Networks for TinyML

sciencewise.info/bookmarks/2104…

Carbon Emissions and Large Neural Network Training

sciencewise.info/bookmarks/2104…

Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning

sciencewise.info/bookmarks/2104…

Concept Drift Detection from Multi-Class Imbalanced Data Streams

sciencewise.info/bookmarks/2104…

TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding

sciencewise.info/bookmarks/2104…

The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures

sciencewise.info/bookmarks/2104…

Deep Learning for Click-Through Rate Estimation

sciencewise.info/bookmarks/2104…

How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies

sciencewise.info/bookmarks/2104…

Tackling Variabilities in Autonomous Driving

sciencewise.info/bookmarks/2104…

Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks

sciencewise.info/bookmarks/2104…

Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study

sciencewise.info/bookmarks/2104…

Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study

sciencewise.info/bookmarks/2104…

Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population

sciencewise.info/bookmarks/2104…

Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles

sciencewise.info/bookmarks/2104…

LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes

sciencewise.info/bookmarks/2104…

Federated Learning for Malware Detection in IoT Devices

sciencewise.info/bookmarks/2104…

Prospective Artificial Intelligence Approaches for Active Cyber Defence

sciencewise.info/bookmarks/2104…

Forecasting The JSE Top 40 Using Long Short-Term Memory Networks

sciencewise.info/bookmarks/2104…

Adversarial Training for Deep Learning-based Intrusion Detection Systems

sciencewise.info/bookmarks/2104…

Identifying Helpful Sentences in Product Reviews

sciencewise.info/bookmarks/2104…

Tracking agitation in people living with dementia in a care environment

sciencewise.info/bookmarks/2104…

A Tunable Model for Graph Generation Using LSTM and Conditional VAE

sciencewise.info/bookmarks/2104…

Machine learning approach to dynamic risk modeling of mortality in COVID-19: a UK Biobank study

sciencewise.info/bookmarks/2104…

Few-shot Continual Learning: a Brain-inspired Approach

sciencewise.info/bookmarks/2104…

Quick Learner Automated Vehicle Adapting its Roadmanship to Varying Traffic Cultures with Meta Reinforcement Learning

sciencewise.info/bookmarks/2104…

Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis

sciencewise.info/bookmarks/2104…

Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling

sciencewise.info/bookmarks/2104…

Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian Approach

sciencewise.info/bookmarks/2104…

SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Metal Forming Stress Field with Attention Mechanism and Perceptual Features

sciencewise.info/bookmarks/2104…

Fitbeat: COVID-19 Estimation based on Wristband Heart Rate

sciencewise.info/bookmarks/2104…

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems

sciencewise.info/bookmarks/2104…

Benchmarking the Benchmark -- Analysis of Synthetic NIDS Datasets

sciencewise.info/bookmarks/2104…

Few-shot Learning for Topic Modeling

sciencewise.info/bookmarks/2104…

Functional Protein Structure Annotation Using a Deep Convolutional Generative Adversarial Network

sciencewise.info/bookmarks/2104…

On the approximation of functions by tanh neural networks

sciencewise.info/bookmarks/2104…

Provably Safe Tolerance Estimation for Robot Arms via Sum-of-Squares Programming

sciencewise.info/bookmarks/2104…

Unsupervised Deep Keyphrase Generation

sciencewise.info/bookmarks/2104…

Learning to design drug-like molecules in three-dimensional space using deep generative models

sciencewise.info/bookmarks/2104…

Neural Transfer Learning for Repairing Security Vulnerabilities in C Code

sciencewise.info/bookmarks/2104…

Better Latent Spaces for Better Autoencoders

sciencewise.info/bookmarks/2104…

Probing artificial neural networks: insights from neuroscience

sciencewise.info/bookmarks/2104…

Personalized Semi-Supervised Federated Learning for Human Activity Recognition

sciencewise.info/bookmarks/2104…

Faithful and Plausible Explanations of Medical Code Predictions

sciencewise.info/bookmarks/2104…

Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management

sciencewise.info/bookmarks/2104…

Skeletal Feature Compensation for Imitation Learning with Embodiment Mismatch

sciencewise.info/bookmarks/2104…

Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase

sciencewise.info/bookmarks/2104…

Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks

sciencewise.info/bookmarks/2104…

Design of an Efficient, Ease-of-use and Affordable Artificial Intelligence based Nucleic Acid Amplification Diagnosis Technology for Tuberculosis and Multi-drug Resistant Tuberculosis

sciencewise.info/bookmarks/2104…

Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention

sciencewise.info/bookmarks/2104…

CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks

sciencewise.info/bookmarks/2104…

Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021

sciencewise.info/bookmarks/2104…

Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector

sciencewise.info/bookmarks/2104…

OpenCSI: An Open-Source Dataset for Indoor Localization Using CSI-Based Fingerprinting

sciencewise.info/bookmarks/2104…

A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It

sciencewise.info/bookmarks/2104…

Detecting Polarized Topics in COVID-19 News Using Partisanship-aware Contextualized Topic Embeddings

sciencewise.info/bookmarks/2104…

Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills

sciencewise.info/bookmarks/2104…

Variational Inference for Category Recommendation in E-Commerce platforms

sciencewise.info/bookmarks/2104…

@threadreaderapp unroll