2021.3.15 AI papers

 

03-09-2021

Pretrained Transformers as Universal Computation Engines
by Kevin Lu et al

03-10-2021

3D Head-Position Prediction in First-Person View by Considering Head Pose for Human-Robot Eye Contact
by Yuki Tamaru et al

03-10-2021

What is Multimodality?
by Letitia Parcalabescu et al

03-10-2021

Full Page Handwriting Recognition via Image to Sequence Extraction
by Sumeet S. Singh et al

03-10-2021

Where is your place, Visual Place Recognition?
by Sourav Garg et al

03-11-2021

Emerging Paradigms of Neural Network Pruning
by Huan Wang et al

03-11-2021

Adapting User Interfaces with Model-based Reinforcement Learning
by Kashyap Todi et al

03-11-2021

CoMoGAN: continuous model-guided image-to-image translation
by Fabio Pizzati et al

03-09-2021

Variational quantum policies for reinforcement learning
by Sofiene Jerbi et al

03-10-2021

Using Cognitive Models to Train Warm Start Reinforcement Learning Agents for Human-Computer Interactions
by Chao Zhang et al

03-10-2021

Quantum machine learning with differential privacy
by William M Watkins et al

03-09-2021

Challenges for Reinforcement Learning in Healthcare
by Elsa Riachi et al

03-11-2021

DAFAR: Detecting Adversaries by Feedback-Autoencoder Reconstruction
by Haowen Liu et al

03-10-2021

A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle Avoidance
by Jeremy Roghair et al

03-11-2021

Integrated Age Estimation Mechanism
by Fan Li et al

03-11-2021

Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality
by Trisha Mittal et al

03-11-2021

3D Human Pose, Shape and Texture from Low-Resolution Images and Videos
by Xiangyu Xu et al

03-10-2021

An Amharic News Text classification Dataset
by Israel Abebe Azime et al

03-11-2021

Intraclass clustering: an implicit learning ability that regularizes DNNs
by Carbonnelle Simon et al

03-10-2021

Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations
by Umberto Michieli et al

03-10-2021

Majority Voting with Bidirectional Pre-translation For Bitext Retrieval
by Alex Jones et al

03-10-2021

Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing
by Christian Reimers et al

03-11-2021

Large Batch Simulation for Deep Reinforcement Learning
by Brennan Shacklett et al

03-09-2021

Automatic code generation from sketches of mobile applications in end-user development using Deep Learning
by Daniel Baulé et al

03-11-2021

ENTRUST: Argument Reframing with Language Models and Entailment
by Tuhin Chakrabarty et al

03-10-2021

Hard Attention Control By Mutual Information Maximization
by Himanshu Sahni et al

03-09-2021

BASAR:Black-box Attack on Skeletal Action Recognition
by Yunfeng Diao et al

03-10-2021

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks
by Alexandre Rame et al

03-11-2021

Generalizable Episodic Memory for Deep Reinforcement Learning
by Hao Hu et al

03-11-2021

Active22 Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation
by Rishi Hazra et al

03-09-2021

When is it permissible for artificial intelligence to lie? A trust-based approach
by Tae Wan Kim et al

03-09-2021

AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
by Denis Gudovskiy et al

03-10-2021

User-centered Evaluation of Popularity Bias in Recommender Systems
by Himan Abdollahpouri et al

03-10-2021

Topical Language Generation using Transformers
by Rohola Zandie et al

03-10-2021

Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
by Linlin Liu et al

03-11-2021

Multi-Task Federated Reinforcement Learning with Adversaries
by Aqeel Anwar et al

03-10-2021

DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction
by Freddy C. Chua et al

03-09-2021

I am Robot: Neuromuscular Reinforcement Learning to Actuate Human Limbs through Functional Electrical Stimulation
by Nat Wannawas et al

03-09-2021

Proof-of-Learning: Definitions and Practice
by Hengrui Jia et al

03-11-2021

COVID-19 Smart Chatbot Prototype for Patient Monitoring
by Hannah Lei et al

03-09-2021

The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning
by Edward W. Staley et al

03-11-2021

Knowledge Graph Question Answering using Graph-Pattern Isomorphism
by Daniel Vollmers et al

03-10-2021

Causal-aware Safe Policy Improvement for Task-oriented dialogue
by Govardana Sachithanandam Ramachandran et al

03-09-2021

Fast and flexible: Human program induction in abstract reasoning tasks
by Aysja Johnson et al

03-10-2021

Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning
by Bernie Wang et al

03-10-2021

Limitations of Post-Hoc Feature Alignment for Robustness
by Collin Burns et al

03-10-2021

Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling
by Radha Kopparti et al

03-09-2021

Comparing Approaches to Dravidian Language Identification
by Tommi Jauhiainen et al

03-09-2021

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification
by Lu Yang et al

03-10-2021

Deep Sensing of Urban Waterlogging
by Shi-Wei Lo

03-11-2021

Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink
by Ranjie Duan et al

03-09-2021

Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning
by Tianhao Zhang et al

03-11-2021

Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning
by Zhaolong Ling et al

03-09-2021

ELLA: Exploration through Learned Language Abstraction
by Suvir Mirchandani et al

03-10-2021

RL-CSDia: Representation Learning of Computer Science Diagrams
by Shaowei Wang et al

03-11-2021

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification
by Shiqi Wang et al

03-10-2021

Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs
by Solon Barocas et al

03-10-2021

A Relational-learning Perspective to Multi-label Chest X-ray Classification
by Anjany Sekuboyina et al

03-11-2021

Improved Coherence Index-Based Bound in Compressive Sensing
by Ljubisa Stankovic et al

03-11-2021

Memristive Stochastic Computing for Deep Learning Parameter Optimization
by Corey Lammie et al

03-09-2021

Efficient Algorithms for Global Inference in Internet Marketplaces
by Rohan Ramanath et al

03-10-2021

XDO: A Double Oracle Algorithm for Extensive-Form Games
by Stephen McAleer et al

03-12-2021

Game-theoretic Understanding of Adversarially Learned Features
by Jie Ren et al

03-11-2021

Intelligent behavior depends on the ecological niche: Scaling up AI to human-like intelligence in socio-cultural environments
by Manfred Eppe et al

03-11-2021

Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with
by Paul Ecoffet et al

03-12-2021

Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles
by Zahra Ghodsi et al

03-11-2021

Discovering Diverse Solutions in Deep Reinforcement Learning
by Takayuki Osa et al

03-10-2021

BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism
by Chang-Dong Wang et al

03-09-2021

Analyzing Human Models that Adapt Online
by Andrea Bajcsy et al

03-12-2021

Cooperative Learning of Zero-Shot Machine Reading Comprehension
by Hongyin Luo et al

03-09-2021

A Multi-resolution Approach to Expression Recognition in the Wild
by Fabio Valerio Massoli et al

03-11-2021

Interleaving Learning, with Application to Neural Architecture Search
by Hao Ban et al

03-11-2021

Symbolic Reinforcement Learning for Safe RAN Control
by Alexandros Nikou et al

03-11-2021

A Quadratic Actor Network for Model-Free Reinforcement Learning
by Matthias Weissenbacher et al

03-10-2021

Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation
by Loann Giovannangeli et al

03-09-2021

Deep 6-DoF Tracking of Unknown Objects for Reactive Grasping
by Marc Tuscher et al

03-09-2021

PROVED: A Tool for Graph Representation and Analysis of Uncertain Event Data
by Marco Pegoraro et al

03-11-2021

Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning
by Bang Lin et al

03-12-2021

Automating the GDPR Compliance Assessment for Cross-border Personal Data Transfers in Android Applications
by Danny S. Guamán et al

03-09-2021

A model-based framework for learning transparent swarm behaviors
by Mario Coppola et al

03-10-2021

Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks
by Xinzhou Dong et al

03-09-2021

A Scavenger Hunt for Service Robots
by Harel Yedidsion et al

03-12-2021

Explaining Network Intrusion Detection System Using Explainable AI Framework
by Shraddha Mane et al

03-12-2021

Sequential Random Network for Fine-grained Image Classification
by Chaorong Li et al

03-09-2021

A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems
by Yongming He et al

03-10-2021

PatchNet -- Short-range Template Matching for Efficient Video Processing
by Huizi Mao et al

03-10-2021

Automatic Speaker Independent Dysarthric Speech Intelligibility Assessment System
by Ayush Tripathi et al

03-10-2021

Hierarchical Bayesian Model for the Transfer of Knowledge on Spatial Concepts based on Multimodal Information
by Yoshinobu Hagiwara et al

03-11-2021

Understanding the origin of information-seeking exploration in probabilistic objectives for control
by Beren Millidge et al

03-09-2021

From Classical to Hierarchical: benchmarks for the HTN Track of the International Planning Competition
by Damien Pellier et al

03-12-2021

Process Comparison Using Object-Centric Process Cubes
by Anahita Farhang Ghahfarokhi et al

03-11-2021

Bilingual Dictionary-based Language Model Pretraining for Neural Machine Translation
by Yusen Lin et al

03-11-2021

Towards Socially Intelligent Agents with Mental State Transition and Human Utility
by Liang Qiu et al

03-12-2021

Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case
by Evren Catak et al

03-12-2021

Auction Based Clustered Federated Learning in Mobile Edge Computing System
by Renhao Lu et al

03-11-2021

A conditional, a fuzzy and a probabilistic interpretation of self-organising maps
by Laura Giordano et al

03-11-2021

DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks
by Chris Connell et al

03-12-2021

Adversarial Graph Disentanglement
by Shuai Zheng et al

03-11-2021

Learning by Teaching, with Application to Neural Architecture Search
by Parth Sheth et al

03-11-2021

Auto-COP: Adaptation Generation in Context-Oriented Programming using Reinforcement Learning Options
by Nicolás Cardozo et al

03-09-2021

On complementing end-to-end human motion predictors with planning
by Liting Sun et al

03-11-2021

Adversarial attacks in consensus-based multi-agent reinforcement learning
by Martin Figura et al

03-12-2021

BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks
by Yedi Zhang et al

03-12-2021

Hippocampal formation-inspired probabilistic generative model
by Akira Taniguchi et al

03-11-2021

Adaptation to Unknown Situations as the Holy Grail of Learning-Based Self-Adaptive Systems: Research Directions
by Ivana Dusparic et al

03-12-2021

Towards Risk Modeling for Collaborative AI
by Matteo Camilli et al

03-12-2021

Your most telling friends: Propagating latent ideological features on Twitter using neighborhood coherence
by Pedro Ramaciotti Morales et al

03-12-2021

Sentinel: A Hyper-Heuristic for the Generation of Mutant Reduction Strategies
by Giovani Guizzo et al

03-12-2021

Pairwise Symmetry Reasoning for Multi-Agent Path Finding Search
by Jiaoyang Li et al

 
Craig Smith