2022.3.28 AI papers

03-24-2022	Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors by Oran Gafni et al
03-23-2022	R3M: A Universal Visual Representation for Robot Manipulation by Suraj Nair et al
03-22-2022	Distributing Collaborative Multi-Robot Planning with Gaussian Belief Propagation by Aalok Patwardhan et al
03-22-2022	GradViT: Gradient Inversion of Vision Transformers by Ali Hatamizadeh et al
03-22-2022	Focal Modulation Networks by Jianwei Yang et al
03-22-2022	Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions by Jing Gu et al
03-23-2022	Applications of physics informed neural operators by Shawn G. Rosofsky et al
03-22-2022	Insights From the NeurIPS 2021 NetHack Challenge by Eric Hambro et al
03-22-2022	NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty by Jonathan Balloch et al
03-24-2022	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion by Kurt Shuster et al
03-24-2022	A Rationale-Centric Framework for Human-in-the-loop Machine Learning by Jinghui Lu et al
03-23-2022	Revisiting Multi-Scale Feature Fusion for Semantic Segmentation by Tianjian Meng et al
03-22-2022	Self-supervision through Random Segments with Autoregressive Coding (RandSAC) by Tianyu Hua et al
03-22-2022	Dataset Distillation by Matching Training Trajectories by George Cazenavette et al
03-24-2022	Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction by M. Saquib Sarfraz et al
03-22-2022	Open-Vocabulary DETR with Conditional Matching by Yuhang Zang et al
03-24-2022	Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction by Sebastian Hofstätter et al
03-24-2022	Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets by Yuxiang Wu et al
03-24-2022	mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling by Seong-Hwan Heo et al
03-24-2022	Reshaping Robot Trajectories Using Natural Language Commands: A Study of Multi-Modal Data Alignment Using Transformers by Arthur Bucker et al
03-24-2022	Emergence of hierarchical reference systems in multi-agent communication by Xenia Ohmer et al
03-24-2022	BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training by Likun Cai et al
03-24-2022	Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings by Jie Wang et al
03-23-2022	Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning by Natalie Dullerud et al
03-23-2022	Competency Assessment for Autonomous Agents using Deep Generative Models by Aastha Acharya et al
03-23-2022	Trust in AI and Its Role in the Acceptance of AI Technologies by Hyesun Choung et al
03-22-2022	Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion by Yuling Li et al
03-25-2022	BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis by Max W. Y. Lam et al
03-22-2022	Sionna: An Open-Source Library for Next-Generation Physical Layer Research by Jakob Hoydis et al
03-23-2022	Converse - A Tree-Based Modular Task-Oriented Dialogue System by Tian Xie et al
03-22-2022	VQ-Flows: Vector Quantized Local Normalizing Flows by Sahil Sidheekh et al
03-22-2022	BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis by Ahmed Murtadha et al
03-25-2022	Unsupervised Learning of Temporal Abstractions with Slot-based Transformers by Anand Gopalakrishnan et al
03-24-2022	Extended critical regimes of deep neural networks by Cheng Kevin Qu et al
03-23-2022	Possibility Before Utility: Learning And Using Hierarchical Affordances by Robby Costales et al
03-24-2022	Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines by Marios Kefalas et al
03-23-2022	MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion by Hyungjin Chung et al
03-23-2022	Random Forest Regression for continuous affect using Facial Action Units by Saurabh Hinduja et al
03-24-2022	Automatic Song Translation for Tonal Languages by Fenfei Guo et al
03-22-2022	Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples by Benjamin Paulson et al
03-24-2022	k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations by Ka Wong et al
03-22-2022	IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment by Yiming Zeng et al
03-24-2022	Linking Emergent and Natural Languages via Corpus Transfer by Shunyu Yao et al
03-24-2022	Open-set Recognition via Augmentation-based Similarity Learning by Sepideh Esmaeilpour et al
03-23-2022	Semi-Supervised Graph Learning Meets Dimensionality Reduction by Alex Morehead et al
03-23-2022	What is Software Quality for AI Engineers? Towards a Thinning of the Fog by Valentina Golendukhina et al
03-23-2022	A Survey on Cross-Lingual Summarization by Jiaan Wang et al
03-23-2022	Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing by Hung T. Nguyen et al
03-24-2022	Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution by Joseph Stember et al
03-24-2022	Dexterous Imitation Made Easy: A Learning-Based Framework for Efficient Dexterous Manipulation by Sridhar Pandian Arunachalam et al
03-23-2022	Learning Efficient Exploration through Human Seeded Rapidly-exploring Random Trees by Max Zuo et al
03-22-2022	An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing by Weikai Steven Lu
03-22-2022	Hierarchical Graph Representation Learning for the Prediction of Drug-Target Binding Affinity by Zhaoyang Chu et al
03-23-2022	GraphCoCo: Graph Complementary Contrastive Learning by Jiawei Sun et al
03-23-2022	Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels by Bing Li et al
03-23-2022	A Deep Learning Framework to Reconstruct Face under Mask by Gourango Modak et al
03-22-2022	Meta-attention for ViT-backed Continual Learning by Mengqi Xue et al
03-24-2022	TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference by Alessio Burrello et al
03-22-2022	Action Candidate Driven Clipped Double Q-learning for Discrete and Continuous Action Tasks by Haobo Jiang et al
03-22-2022	Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi by Bram Grooten et al
03-23-2022	Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition by Jinqiang Wang et al
03-22-2022	Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments by Antonis Maronikolakis et al
03-22-2022	A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework by Usha Lokala et al
03-24-2022	Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning by Tomer Avidor et al
03-24-2022	Knowledge Removal in Sampling-based Bayesian Inference by Shaopeng Fu et al
03-23-2022	MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images by Andres Diaz-Pinto et al
03-23-2022	Trust and Reliance in XAI - Distinguishing Between Attitudinal and Behavioral Measures by Nicolas Scharowski et al
03-23-2022	A Method of Data Augmentation to Train a Small Area Fingerprint Recognition Deep Neural Network with a Normal Fingerprint Database by JuSong Kim
03-22-2022	Fine-Grained Scene Graph Generation with Data Transfer by Ao Zhang et al
03-22-2022	Weakly-Supervised Salient Object Detection Using Point Supervison by Shuyong Gao et al
03-23-2022	MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels by Ziyuan Zhao et al
03-24-2022	SIFT and SURF based feature extraction for the anomaly detection by Simon Bilik et al
03-22-2022	On Neural Network Equivalence Checking using SMT Solvers by Charis Eleftheriadis et al
03-22-2022	Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR Images by Meiyan Huang et al
03-23-2022	U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search by Ahmet Caner Yüzügüler et al
03-24-2022	Dealing with Sparse Rewards Using Graph Neural Networks by Matvey Gerasyov et al
03-22-2022	CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation by Feng Wang et al
03-22-2022	Exploring High-Order Structure for Robust Graph Structure Learning by Guangqian Yang et al
03-24-2022	Focus-and-Detect: A Small Object Detection Framework for Aerial Images by Onur Can Koyun et al
03-23-2022	Asynchronous Reinforcement Learning for Real-Time Control of Physical Robots by Yufeng Yuan et al
03-22-2022	Generative Modeling Helps Weak Supervision (and Vice Versa) by Benedikt Boecking et al
03-22-2022	TransSleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging by Jauen Phyo et al
03-24-2022	WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation by Yingzhi Tang et al
03-23-2022	Constrained Clustering and Multiple Kernel Learning without Pairwise Constraint Relaxation by Benedikt Boecking et al
03-25-2022	Chain-based Discriminative Autoencoders for Speech Recognition by Hung-Shin Lee et al
03-23-2022	Scale-Equivalent Distillation for Semi-Supervised Object Detection by Qiushan Guo et al
03-23-2022	Sample-efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs by Siow Meng Low et al
03-24-2022	Tackling Online One-Class Incremental Learning by Removing Negative Contrasts by Nader Asadi et al
03-24-2022	MERLIN -- Malware Evasion with Reinforcement LearnINg by Tony Quertier et al
03-22-2022	The Stanford Drone Dataset is More Complex than We Think: An Analysis of Key Characteristics by Joshua Andle et al
03-22-2022	FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction by Liang Gao et al
03-25-2022	Speech-enhanced and Noise-aware Networks for Robust Speech Recognition by Hung-Shin Lee et al
03-23-2022	On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study by Veera Raghava Reddy Kovvuri et al
03-24-2022	Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming by Adam J. Hepworth et al
03-22-2022	Exploring Linear Feature Disentanglement For Neural Networks by Tiantian He et al
03-22-2022	Collective motion emerging from evolving swarm controllers in different environments using gradient following task by Fuda van Diggelen et al
03-24-2022	Probing Representation Forgetting in Supervised and Unsupervised Continual Learning by MohammadReza Davari et al
03-25-2022	The TerraByte Client: providing access to terabytes of plant data by Michael A. Beck et al
03-24-2022	Differential Assessment of Black-Box AI Agents by Rashmeet Kaur Nayyar et al
03-25-2022	Learning to Mediate Disparities Towards Pragmatic Communication by Yuwei Bao et al
03-24-2022	Evolved Open-Endedness in Cultural Evolution: A New Dimension in Open-Ended Evolution Research by James M. Borg et al
03-23-2022	A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG by Bu XuSong et al
03-22-2022	A Unified Substrate for Body-Brain Co-evolution by Sidney Pontes-Filho et al
03-23-2022	Continual Learning and Private Unlearning by Bo Liu et al
03-22-2022	WayFAST: Traversability Predictive Navigation for Field Robots by Mateus Valverde Gasparino et al
03-23-2022	Exact methods and lower bounds for the Oven Scheduling Problem by Marie-Louise Lackner et al
03-22-2022	Explainability in reinforcement learning: perspective and position by Agneza Krajna et al
03-23-2022	RILI: Robustly Influencing Latent Intent by Sagar Parekh et al
03-24-2022	Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning by Pascal Weber et al
03-25-2022	From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks by Rui She et al
03-25-2022	Facial Expression Recognition with Swin Transformer by Jun-Hwa Kim et al
03-25-2022	Ensemble Spectral Prediction (ESP) Model for Metabolite Annotation by Xinmeng Li et al
03-23-2022	Efficient Few-Shot Object Detection via Knowledge Inheritance by Ze Yang et al
03-24-2022	Addressing Client Drift in Federated Continual Learning with Adaptive Optimization by Yeshwanth Venkatesha et al
03-22-2022	DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification by Hongrun Zhang et al
03-24-2022	Intelligent Systematic Investment Agent: an ensemble of deep learning and evolutionary strategies by Prasang Gupta et al
03-22-2022	FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation by Ahmad Shawahna et al
03-24-2022	Behavior Trees in Robot Control Systems by Petter Ögren et al
03-23-2022	An Extensible Logic Embedding Tool for Lightweight Non-Classical Reasoning by Alexander Steen
03-23-2022	An Algorithmic Introduction to Savings Circles by Rediet Abebe et al
03-22-2022	A hybrid quantum image edge detector for the NISQ era by Alexander Geng et al
03-25-2022	Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification by Sohini Roychowdhury
03-23-2022	Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review by Javad Hassannataj Joloudari et al
03-22-2022	Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning by Laura L. Pullum
03-24-2022	MonoDETR: Depth-aware Transformer for Monocular 3D Object Detection by Renrui Zhang et al
03-24-2022	Interpretability of Neural Network With Physiological Mechanisms by Anna Zou et al
03-23-2022	A Spatial-Temporal Attention Multi-Graph Convolution Network for Ride-Hailing Demand Prediction Based on Periodicity with Offset by Dong Xing et al
03-25-2022	A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings Seismic Damage by Konstantinos Demertzis et al
03-25-2022	Fast Hybrid Image Retargeting by Daniel Valdez-Balderas et al
03-22-2022	Visuo-Haptic Object Perception for Robots: An Overview by Nicolás Navarro-Guerrero et al
03-25-2022	LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization by Lihao Liu et al
03-24-2022	Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches by Mohamad Alissa et al
03-24-2022	Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) by Shijie Geng et al
03-24-2022	Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings by Sean Matthews et al
03-24-2022	Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations by Gyunam Park et al
03-22-2022	Music Generation Using an LSTM by Michael Conner et al
03-24-2022	Occluded Human Mesh Recovery by Rawal Khirodkar et al
03-22-2022	What can we Learn Even From the Weakest? Learning Sketches for Programmatic Strategies by Leandro C. Medeiros et al
03-25-2022	EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing by Ruixuan Wang et al
03-24-2022	Computing Optimal Location of Microphone for Improved Speech Recognition by Karan Nathwani et al
03-23-2022	An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds by Brendan Juba et al
03-23-2022	M-SENA: An Integrated Platform for Multimodal Sentiment Analysis by Huisheng Mao et al
03-23-2022	Certified Symmetry and Dominance Breaking for Combinatorial Optimisation (Including Appendices) by Bart Bogaerts et al
03-23-2022	Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach by Xiao Liu et al
03-24-2022	Precipitaion Nowcasting using Deep Neural Network by Mohamed Chafik Bakkay et al
03-23-2022	FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement by Jun Chen et al
03-25-2022	Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems by Yuri Lavinas et al
03-25-2022	Learning Relational Rules from Rewards by Guillermo Puebla et al
03-24-2022	ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence by Luhui Wang et al
03-23-2022	Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization by Ahmed Abouzeid et al
03-24-2022	Repairing Group-Level Errors for DNNs Using Weighted Regularization by Ziyuan Zhong et al
03-24-2022	Risk-Aware Off-Road Navigation via a Learned Speed Distribution Map by Xiaoyi Cai et al
03-23-2022	Planning Landscape Analysis for Self-Adaptive Systems by Tao Chen
03-23-2022	A Blueprint for Four-states Quantum Formal System by Kazuki Otsuka
03-22-2022	Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing by Mahshid Helali Moghadam et al
03-22-2022	Approximate Inference for Stochastic Planning in Factored Spaces by Zhennan Wu et al
03-25-2022	Code Smells for Machine Learning Applications by Haiyin Zhang et al
03-24-2022	Predicting Personas Using Mechanic Frequencies and Game State Traces by Michael Cerny Green et al
03-22-2022	A Factor-Based Framework for Decision-Making Competency Self-Assessment by Brett W. Israelsen et al
03-25-2022	Formal Semantics and Formally Verified Validation for Temporal Planning by Mohammad Abdulaziz et al
03-25-2022	Personalize Web Searching Strategies Classification and Comparison by Mariya Evtimova-Gardair et al
03-22-2022	Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises by Alex Moran et al
03-23-2022	Mining Latent Relationships among Clients: Peer-to-peer Federated Learning with Adaptive Neighbor Matching by Zexi Li et al
03-25-2022	An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes by Matus Tomlein et al
03-25-2022	A World-Self Model Towards Understanding Intelligence by Yutao Yue