2021.8.9 AI papers

 

08-04-2021

Core-Stable Committees under Restricted Domains
by Grzegorz Pierczyński et al

08-05-2021

An ASP-based Solution to the Chemotherapy Treatment Scheduling problem
by Carmine Dodaro et al

08-04-2021

Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity
by Chang Gao et al

08-04-2021

Sparse Continuous Distributions and Fenchel-Young Losses
by André F. T. Martins et al

08-06-2021

Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery
by Youcef Remil et al

08-05-2021

ProcessCO v1.3s Terms, Properties, Relationships and Axioms - A Core Ontology for Processes
by Pablo Becker et al

08-04-2021

Adaptive Path Planning for UAV-based Multi-Resolution Semantic Segmentation
by Felix Stache et al

08-06-2021

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
by Yuan Jin et al

08-03-2021

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis
by Naili Xing et al

08-04-2021

Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000×× Compression and 2.7×× Faster Inference
by Aditya Desai et al

08-04-2021

Curriculum learning for language modeling
by Daniel Campos

08-06-2021

Attainment Regions in Feature-Parameter Space for High-Level Debugging in Autonomous Robots
by Simón C. Smith et al

08-05-2021

Unifying Nonlocal Blocks for Neural Networks
by Lei Zhu et al

08-04-2021

RockGPT: Reconstructing three-dimensional digital rocks from single two-dimensional slice from the perspective of video generation
by Qiang Zheng et al

08-04-2021

Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction
by Minyi Zhao et al

08-04-2021

Generic Neural Architecture Search via Regression
by Yuhong Li et al

08-05-2021

Learning to Elect
by Cem Anil et al

08-05-2021

Using a Collated Cybersecurity Dataset for Machine Learning and Artificial Intelligence
by Erik Hemberg et al

08-05-2021

TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding
by Dailan he et al

08-05-2021

Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications
by Sandhini Agarwal et al

08-05-2021

Fairer Chess: A Reversal of Two Opening Moves in Chess Creates Balance Between White and Black
by Steven J. Brams et al

08-06-2021

Non-ground Abductive Logic Programming with Probabilistic Integrity Constraints
by Elena Bellodi et al

08-04-2021

Log-based Anomaly Detection Without Log Parsing
by Van-Hoang Le et al

08-03-2021

Electrical peak demand forecasting- A review
by Shuang Dai et al

08-03-2021

AdvRush: Searching for Adversarially Robust Neural Architectures
by Jisoo Mok et al

08-05-2021

EENLP: Cross-lingual Eastern European NLP Index
by Alexey Tikhonov et al

08-05-2021

Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft
by Mohammed Abouheaf et al

08-03-2021

Scheduling Aerial Vehicles in an Urban Air Mobility Scheme
by Emmanouil S. Rigas et al

08-04-2021

VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models
by Furui Cheng et al

08-03-2021

Skeleton Split Strategies for Spatial Temporal Graph Convolution Networks
by Motasem S. Alsawadi et al

08-05-2021

Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning
by Mohammed Abouheaf et al

08-03-2021

Deep Learning Chromatic and Clique Numbers of Graphs
by Jason Van Hulse et al

08-03-2021

On the descriptive power of LiDAR intensity images for segment-based loop closing in 3-D SLAM
by Jan Wietrzykowski et al

08-03-2021

Dynamic communication topologies for distributed heuristics in energy system optimization algorithms
by Stefanie Holly et al

08-03-2021

EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training
by Hao Zhou et al

08-03-2021

On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples
by Adelin Travers et al

08-03-2021

Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management
by Cécile Logé et al

08-05-2021

Hate Speech Detection in Roman Urdu
by Moin Khan et al

08-04-2021

Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks
by Nitish Bhatt et al

08-03-2021

Classification of Discrete Dynamical Systems Based on Transients
by Barbora Hudcová et al

08-03-2021

The application of artificial intelligence in software engineering: a review challenging conventional wisdom
by Feras A. Batarseh et al

08-04-2021

Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application
by Joo Hun Yoo et al

08-06-2021

Towards a Semantics for Hybrid ASP systems
by Pedro Cabalar et al

08-03-2021

Understanding Human Reading Comprehension with Brain Signals
by Ziyi Ye et al

08-05-2021

User Scheduling for Federated Learning Through Over-the-Air Computation
by Xiang Ma et al

08-04-2021

The MIT Supercloud Dataset
by Siddharth Samsi et al

08-04-2021

The Potential of Using Vision Videos for CrowdRE: Video Comments as a Source of Feedback
by Oliver Karras et al

08-05-2021

LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection
by Cui Xie et al

08-05-2021

GENder-IT: An Annotated English-Italian Parallel Challenge Set for Cross-Linguistic Natural Gender Phenomena
by Eva Vanmassenhove et al

08-04-2021

A FAIR and AI-ready Higgs Boson Decay Dataset
by Yifan Chen et al

08-03-2021

Accelerating the Convergence of Human-in-the-Loop Reinforcement Learning with Counterfactual Explanations
by Jakob Karalus et al

08-05-2021

Fairness Properties of Face Recognition and Obfuscation Systems
by Harrison Rosenberg et al

08-05-2021

MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion
by Weihao Yuan et al

08-05-2021

Finetuning Pretrained Transformers into Variational Autoencoders
by Seongmin Park et al

08-03-2021

The Devil is in the GAN: Defending Deep Generative Models Against Backdoor Attacks
by Ambrish Rawat et al

08-05-2021

A Low Rank Promoting Prior for Unsupervised Contrastive Learning
by Yu Wang et al

08-04-2021

Signature Verification using Geometrical Features and Artificial Neural Network Classifier
by Anamika Jain et al

08-05-2021

Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene
by Qi Wu et al

08-04-2021

Model-Based Opponent Modeling
by Xiaopeng Yu et al

08-05-2021

Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist
by Alexander Trott et al

08-04-2021

Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning
by Richard J. Chen et al

08-03-2021

An Effective Leaf Recognition Using Convolutional Neural Networks Based Features
by Boi M. Quach et al

08-05-2021

Interpretable Visual Understanding with Cognitive Attention Network
by Xuejiao Tang et al

08-03-2021

Research Challenges and Progress in Robotic Grasping and Manipulation Competitions
by Yu Sun et al

08-03-2021

Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets
by Mingxing Xu et al

08-03-2021

Uniform Sampling over Episode Difficulty
by Sébastien M. R. Arnold et al

08-04-2021

Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators
by Cosmin Octavian Pene et al

08-03-2021

Generalization in Multimodal Language Learning from Simulation
by Aaron Eisermann et al

08-05-2021

COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging
by Alexander MacLean et al

08-05-2021

Video Contrastive Learning with Global Context
by Haofei Kuang et al

08-06-2021

Utilizing Treewidth for Quantitative Reasoning on Epistemic Logic Programs
by Viktor Besin et al

08-03-2021

Predicting Popularity of Images Over 30 Days
by Amartya Dutta et al

08-05-2021

Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications
by Khoi Khac Nguyen et al

08-05-2021

Bambara Language Dataset for Sentiment Analysis
by Mountaga Diallo et al

08-04-2021

Indoor Localization Under Limited Measurements: A Cross-Environment Joint Semi-Supervised and Transfer Learning Approach
by Mohamed I. AlHajri et al

08-05-2021

Supervised Neural Networks for Illiquid Alternative Asset Cash Flow Forecasting
by Tugce Karatas et al

08-04-2021

Stochastic Deep Model Reference Adaptive Control
by Girish Joshi et al

08-05-2021

3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep Learning
by Yue Sun et al

08-03-2021

RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting
by Jiachen Li et al

08-05-2021

Reducing Unintended Bias of ML Models on Tabular and Textual Data
by Guilherme Alves et al

08-04-2021

Learning Task Agnostic Skills with Data-driven Guidance
by Even Klemsdal et al

08-05-2021

WeChat Neural Machine Translation Systems for WMT21
by Xianfeng Zeng et al

08-05-2021

I-DLV-sr: A Stream Reasoning System based on I-DLV
by Francesco Calimeri et al

08-04-2021

BEANNA: A Binary-Enabled Architecture for Neural Network Acceleration
by Caleb Terrill et al

08-05-2021

A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective
by Wei-Wen Hsu et al

08-03-2021

Predicting Zip Code-Level Vaccine Hesitancy in US Metropolitan Areas Using Machine Learning Models on Public Tweets
by Sara Melotte et al

08-05-2021

Locally Interpretable One-Class Anomaly Detection for Credit Card Fraud Detection
by Tungyu Wu et al

08-05-2021

Imperceptible Adversarial Examples by Spatial Chroma-Shift
by Ayberk Aydin et al

08-06-2021

Analysis of Driving Scenario Trajectories with Active Learning
by Sanna Jarl et al

08-06-2021

Temporally Abstract Partial Models
by Khimya Khetarpal et al

08-04-2021

FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention
by Tan M. Nguyen et al

08-06-2021

Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measures
by Loris Bozzato et al

08-05-2021

Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration
by Haobo Jiang et al

08-04-2021

Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations
by Yuping Luo et al

08-04-2021

Staged trees and asymmetry-labeled DAGs
by Gherardo Varando et al

08-03-2021

SphereFace2: Binary Classification is All You Need for Deep Face Recognition
by Yandong Wen et al

08-03-2021

sarcasm detection and quantification in arabic tweets
by Bashar Talafha et al

08-05-2021

Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation
by Sarala Padi et al

08-05-2021

Multi-task Federated Edge Learning (MtFEEL) in Wireless Networks
by Sawan Singh Mahara et al

08-05-2021

A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare
by Andrei Velichko

08-05-2021

Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests
by Siqi Wang et al

08-04-2021

Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network
by Bowen Xing et al

08-04-2021

Incremental learning of LSTM framework for sensor fusion in attitude estimation
by Parag Narkhede et al

08-04-2021

Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping
by Lukas Kondmann et al

08-06-2021

An Empirical Study on End-to-End Singing Voice Synthesis with Encoder-Decoder Architectures
by Dengfeng Ke et al

08-06-2021

AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing
by Yuge Zhang et al

08-04-2021

Risk Conditioned Neural Motion Planning
by Xin Huang et al

 
Craig Smith