2021.1.2 AI papers

 

01-27-2021

Bottleneck Transformers for Visual Recognition
by Aravind Srinivas et al

01-28-2021

Playable Video Generation
by Willi Menapace et al

01-28-2021

Disembodied Machine Learning: On the Illusion of Objectivity in NLP
by Zeerak Waseem et al

01-28-2021

Increasing the Confidence of Deep Neural Networks by Coverage Analysis
by Giulio Rossolini et al

01-26-2021

The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors
by William H. Guss et al

01-26-2021

Summarising Historical Text in Modern Languages
by Xutan Peng et al

01-27-2021

CNN with large memory layers
by Rasul Karimov et al

01-29-2021

Efficient-CapsNet: Capsule Network with Self-Attention Routing
by Vittorio Mazzia et al

01-27-2021

Multi-Modal Aesthetic Assessment for MObile Gaming Image
by Zhenyu Lei et al

01-28-2021

Does Typological Blinding Impede Cross-Lingual Sharing?
by Johannes Bjerva et al

01-28-2021

Deep learning via LSTM models for COVID-19 infection forecasting in India
by Rohitash Chandra et al

01-27-2021

Knowledge-driven Natural Language Understanding of English Text and its Applications
by Kinjal Basu et al

01-28-2021

PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation
by Sindhu Hegde et al

01-26-2021

I Beg to Differ: A study of constructive disagreement in online conversations
by Christine de Kock et al

01-27-2021

Puzzle-CAM: Improved localization via matching partial and full features
by Sanghyun Jo et al

01-26-2021

Autonomous Off-road Navigation over Extreme Terrains with Perceptually-challenging Conditions
by Rohan Thakker et al

01-26-2021

LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
by Jacob Solawetz et al

01-28-2021

Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss
by Xue Yang et al

01-26-2021

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing
by Daniela A. Zaidenberg et al

01-27-2021

A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form
by Song-Ju Kim et al

01-27-2021

Information contraction in noisy binary neural networks and its implications
by Chuteng Zhou et al

01-27-2021

SwingBot: Learning Physical Features from In-hand Tactile Exploration for Dynamic Swing-up Manipulation
by Chen Wang et al

01-26-2021

Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
by Hyunjin Choi et al

01-26-2021

Joint Coreference Resolution and Character Linking for Multiparty Conversation
by Jiaxin Bai et al

01-27-2021

Learning task-agnostic representation via toddler-inspired learning
by Kwanyoung Park et al

01-28-2021

BERTa\u: Ita\u BERT for digital customer service
by Paulo Finardi et al

01-28-2021

Self-Attention Meta-Learner for Continual Learning
by Ghada Sokar et al

01-26-2021

Introducing and assessing the explainable AI (XAI)method: SIDU
by Satya M. Muddamsetty et al

01-26-2021

Better sampling in explanation methods can prevent dieselgate-like deception
by Domen Vreš et al

01-26-2021

Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings
by Kailash Karthik Saravanakumar et al

01-28-2021

Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions
by Pere-Lluís Huguet Cabot et al

01-26-2021

The Consequences of the Framing of Machine Learning Risk Prediction Models: Evaluation of Sepsis in General Wards
by Simon Meyer Lauritsen et al

01-27-2021

Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses
by Lin Xie et al

01-26-2021

Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks
by Hyunjin Choi et al

01-28-2021

Making Responsible AI the Norm rather than the Exception
by Abhishek Gupta

01-27-2021

Learning Non-linear Wavelet Transformation via Normalizing Flow
by Shuo-Hui Li

01-28-2021

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting
by Hrituraj Singh et al

01-26-2021

Graph Neural Network for Traffic Forecasting: A Survey
by Weiwei Jiang et al

01-27-2021

Meta Adversarial Training
by Jan Hendrik Metzen et al

01-27-2021

Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods
by Shin-nosuke Ishikawa et al

01-28-2021

Identifying COVID-19 Fake News in Social Media
by Tathagata Raha et al

01-27-2021

Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders
by Charles Wilmot et al

01-27-2021

TorchPRISM: Principal Image Sections Mapping, a novel method for Convolutional Neural Network features visualization
by Tomasz Szandala

01-26-2021

Overestimation learning with guarantees
by Adrien Gauffriau et al

01-27-2021

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation
by Jwala Dhamala et al

01-26-2021

Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising
by Xiangyu Xu et al

01-26-2021

Few-Shot Semantic Parsing for New Predicates
by Zhuang Li et al

01-27-2021

Efficiency of Query Evaluation Under Guarded TGDs: The Unbounded Arity Case
by Cristina Feier

01-28-2021

Automatic design of novel potential 3CLpropro and PLpropro inhibitors
by Timothy Atkinson et al

01-26-2021

Developing emotion recognition for video conference software to support people with autism
by Marc Franzen et al

01-28-2021

Embedding Symbolic Temporal Knowledge into Deep Sequential Models
by Yaqi Xie et al

01-29-2021

Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning
by Matthew L. Olson et al

01-26-2021

SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
by Haekyu Park et al

01-28-2021

Edge Federated Learning Via Unit-Modulus Over-The-Air Computation (Extended Version)
by Shuai Wang et al

01-27-2021

Faster Kernel Interpolation for Gaussian Processes
by Mohit Yadav et al

01-26-2021

CDSM -- Casual Inference using Deep Bayesian Dynamic Survival Models
by Jie Zhu et al

01-27-2021

Evolution of artificial intelligence languages, a systematic literature review
by Emmanuel Adetiba et al

01-27-2021

Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis
by Yichao Du et al

01-29-2021

Beyond traditional assumptions in fair machine learning
by Niki Kilbertus

01-28-2021

Copula-based conformal prediction for Multi-Target Regression
by Soundouss Messoudi et al

01-26-2021

Dynamic prediction of time to event with survival curves
by Jie Zhu et al

01-27-2021

The Work of Art in an Age of Mechanical Generation
by Steven J. Frank

01-29-2021

Challenges for Using Impact Regularizers to Avoid Negative Side Effects
by David Lindner et al

01-27-2021

Detecting Deepfake Videos Using Euler Video Magnification
by Rashmiranjan Das et al

01-28-2021

Acting in Delayed Environments with Non-Stationary Markov Policies
by Esther Derman et al

01-28-2021

Causality and independence in perfectly adapted dynamical systems
by Tineke Blom et al

01-26-2021

Online Body Schema Adaptation through Cost-Sensitive Active Learning
by Gonçalo Cunha et al

01-27-2021

FedH2L: Federated Learning with Model and Statistical Heterogeneity
by Yiying Li et al

01-27-2021

Learning Abstract Representations through Lossy Compression of Multi-Modal Signals
by Charles Wilmot et al

01-27-2021

Compositional Semantics for Probabilistic Programs with Exact Conditioning
by Dario Stein et al

01-27-2021

Combat Data Shift in Few-shot Learning with Knowledge Graph
by Yongchun zhu et al

01-28-2021

S++: A Fast and Deployable Secure-Computation Framework for Privacy-Preserving Neural Network Training
by Prashanthi Ramachandran et al

01-27-2021

Enquire Ones Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion
by Suyuchen Wang et al

01-26-2021

Adaptivity without Compromise: A Momentumized, Adaptive, Dual Averaged Gradient Method for Stochastic Optimization
by Aaron Defazio et al

01-26-2021

Impact of Explanation on Trust of a Novel Mobile Robot
by Stephanie Rosenthal et al

01-28-2021

Equilibrium Learning in Combinatorial Auctions: Computing Approximate Bayesian Nash Equilibria via Pseudogradient Dynamics
by Stefan Heidekrüger et al

01-26-2021

Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media
by Sudhanshu Mishra et al

01-28-2021

Exploring the Impact of Tunable Agents in Sequential Social Dilemmas
by David O'Callaghan et al

01-28-2021

Strategic Argumentation Dialogues for Persuasion: Framework and Experiments Based on Modelling the Beliefs and Concerns of the Persuadee
by Emmanuel Hadoux et al

01-28-2021

A Taxonomy of Explainable Bayesian Networks
by Iena Petronella Derks et al

01-26-2021

On formal concepts of random formal contexts
by Taro Sakurai

01-28-2021

Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans
by Navchetan Awasthi et al

01-28-2021

Adversarial Machine Learning Attacks on Condition-Based Maintenance Capabilities
by Hamidreza Habibollahi Najaf Abadi

01-27-2021

Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection
by Ece Calikus et al

01-27-2021

Moral and Social Ramifications of Autonomous Vehicles
by Veljko Dubljević et al

01-27-2021

Modeling opinion leaders role in the diffusion of innovation
by Natasa Vodopivec et al

01-29-2021

Does injecting linguistic structure into language models lead to better alignment with brain recordings?
by Mostafa Abdou et al

01-26-2021

Logical-Combinatorial Approaches in Dynamic Recognition Problems
by L. Aslanyan et al

01-29-2021

Predicting Nanorobot Shapes via Generative Models
by Emma Benjaminson et al

01-27-2021

Robust Android Malware Detection System against Adversarial Attacks using Q-Learning
by Hemant Rathore et al

01-26-2021

Ordinal Monte Carlo Tree Search
by Tobias Joppen et al

01-29-2021

Covariance Prediction via Convex Optimization
by Shane Barratt et al

01-28-2021

A Survey on Personality-Aware Recommendation Systems
by Sahraoui Dhelim et al

01-29-2021

Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust
by Thomas Chaffre et al

01-27-2021

Multi-agent simulation of voters behaviour
by Albin Soutif et al

01-28-2021

Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
by Kashif Rasul et al

01-28-2021

Uniform Object Rearrangement: From Complete Monotone Primitives to Efficient Non-Monotone Informed Search
by Rui Wang et al

01-29-2021

Low Rank Forecasting
by Shane Barratt et al

01-29-2021

Inductive Synthesis for Probabilistic Programs Reaches New Horizons
by Roman Andriushchenko et al

01-27-2021

Modelling the Impact of Scandals: the case of the 2017 French Presidential Election
by Yassine Bouachrine et al

01-27-2021

Privacy Information Classification: A Hybrid Approach
by Jiaqi Wu et al

01-27-2021

An Integrated Localisation, Motion Planning and Obstacle Avoidance Algorithm in Belief Space
by Antony Thomas et al

01-29-2021

Sequential Mechanisms for Multi-type Resource Allocation
by Sujoy Sikdar et al

01-27-2021

Meta-learning on Spectral Images of Electroencephalogram of Schizophenics
by Maritza Tynes et al

01-26-2021

Investment vs. reward in a competitive knapsack problem
by Oren Neumann et al

01-29-2021

Optimizing αμαμ
by Tristan Cazenave et al

01-26-2021

Predicting the future with a scale-invariant temporal memory for the past
by Wei Zhong Goh et al

 
Craig Smith