2022.2.7 AI papers

02-01-2022	Tutorial on amortized optimization for learning to optimize over continuous domains by Brandon Amos
02-01-2022	Typical Decoding for Natural Language Generation by Clara Meister et al
02-01-2022	Progressive Distillation for Fast Sampling of Diffusion Models by Tim Salimans et al
02-03-2022	How to Leverage Unlabeled Data in Offline Reinforcement Learning by Tianhe Yu et al
02-01-2022	Scalable Fragment-Based 3D Molecular Design with Reinforcement Learning by Daniel Flam-Shepherd et al
02-03-2022	JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension by ByungHoon So et al
02-01-2022	Architecture Matters in Continual Learning by Seyed Iman Mirzadeh et al
02-03-2022	Graph Coloring with Physics-Inspired Graph Neural Networks by Martin J. A. Schuetz et al
02-02-2022	CTMSTOU driven markets: simulated environment for regime-awareness in trading policies by Selim Amrouni et al
02-03-2022	The Disagreement Problem in Explainable Machine Learning: A Practitioners Perspective by Satyapriya Krishna et al
02-01-2022	Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual Tokens by Jannis Born et al
02-02-2022	Automated Detection of Doxing on Twitter by Younes Karimi et al
02-01-2022	ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition by Yash Jain et al
02-01-2022	Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction by Georgii Novikov et al
02-01-2022	Visualizing Automatic Speech Recognition -- Means for a Better Understanding? by Karla Markert et al
02-01-2022	Co-training Improves Prompt-based Learning for Large Language Models by Hunter Lang et al
02-03-2022	A Survey of Methods for Automated Algorithm Configuration by Elias Schede et al
02-02-2022	A Comparison of Online Hate on Reddit and 4chan: A Case Study of the 2020 US Election by Fatima Zahrah et al
02-03-2022	Brain-Computer-Interface controlled robot via RaspberryPi and PiEEG by Ildar Rakhmatulin et al
02-02-2022	Formal Mathematics Statement Curriculum Learning by Stanislas Polu et al
02-02-2022	A Longitudinal Dataset of Twitter ISIS Users by Younes Karimi et al
02-01-2022	Towards a Theoretical Understanding of Word and Relation Representation by Carl Allen
02-02-2022	Auto-Transfer: Learning to Route Transferrable Representations by Keerthiram Murugesan et al
02-01-2022	Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness by Farnaz Khun Jush et al
02-02-2022	Yordle: An Efficient Imitation Learning for Branch and Bound by Qingyu Qu et al
02-02-2022	Lipschitz-constrained Unsupervised Skill Discovery by Seohong Park et al
02-02-2022	Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization by Dianbo Liu et al
02-03-2022	AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving by Valerio De Caro et al
02-01-2022	Sim2Real Object-Centric Keypoint Detection and Description by Chengliang Zhong et al
02-03-2022	Equality Is Not Equity: Proportional Fairness in Federated Learning by Guojun Zhang et al
02-03-2022	PARCEL: Physics-based unsupervised contrastive representation learning for parallel MR imaging by Shanshan Wang et al
02-03-2022	Tsetlin Machine for Solving Contextual Bandit Problems by Raihan Seraj et al
02-03-2022	Comparative assessment of federated and centralized machine learning by Ibrahim Abdul Majeed et al
02-03-2022	Concept Bottleneck Model with Additional Unsupervised Concepts by Yoshihide Sawada et al
02-01-2022	Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning by Jishnu Ray Chowdhury et al
02-03-2022	Separating Rule Discovery and Global Solution Composition in a Learning Classifier System by Michael Heider et al
02-03-2022	Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints by Anay Mehrotra et al
02-01-2022	Algorithms for Efficiently Learning Low-Rank Neural Networks by Kiran Vodrahalli et al
02-01-2022	BEA-Base: A Benchmark for ASR of Spontaneous Hungarian by P. Mihajlik et al
02-01-2022	Meta-Learning Hypothesis Spaces for Sequential Decision-making by Parnian Kassraie et al
02-01-2022	Research on Question Classification Methods in the Medical Field by Jinzhang Liu
02-02-2022	PolarDenseNet: A Deep Learning Model for CSI Feedback in MIMO Systems by Pranav Madadi et al
02-02-2022	Language Models Explain Word Reading Times Better Than Empirical Predictability by Markus J. Hofmann et al
02-01-2022	Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization by Mariia Seleznova et al
02-01-2022	Adversarial Imitation Learning from Video using a State Observer by Haresh Karnan et al
02-01-2022	Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks by Anne Harrington et al
02-03-2022	Near-Optimal Learning of Extensive-Form Games with Imperfect Information by Yu Bai et al
02-03-2022	Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis by Tingting Liu et al
02-02-2022	Gradient Variance Loss for Structure-Enhanced Image Super-Resolution by Lusine Abrahamyan et al
02-04-2022	Projection-based Point Convolution for Efficient Point Cloud Segmentation by Pyunghwan Ahn et al
02-04-2022	Generative Modeling of Complex Data by Luca Canale et al
02-01-2022	Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods by Abhineet Agarwal et al
02-03-2022	Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT by Zonghang Li et al
02-02-2022	Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning by Naman Shah et al
02-01-2022	HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection by Ke Chen et al
02-04-2022	StonkBERT: Can Language Models Predict Medium-Run Stock Price Movements? by Stefan Pasch et al
02-03-2022	ExPoSe: Combining State-Based Exploration with Gradient-Based Online Search by Dixant Mittal et al
02-03-2022	Zero-Shot Aspect-Based Sentiment Analysis by Lei Shu et al
02-02-2022	TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music by Ke Chen et al
02-02-2022	Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain by Kai Wang et al
02-01-2022	Memory-based Message Passing: Decoupling the Message for Propogation from Discrimination by Jie Chen et al
02-01-2022	Generalizing to New Physical Systems via Context-Informed Dynamics Model by Matthieu Kirchmeyer et al
02-01-2022	An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation by Hritam Basak et al
02-04-2022	Identifying Self-Admitted Technical Debt in Issue Tracking Systems using Machine Learning by Yikun Li et al
02-04-2022	Robust Vector Quantized-Variational Autoencoder by Chieh-Hsin Lai et al
02-02-2022	Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts by Marjorie McShane et al
02-01-2022	Context Uncertainty in Contextual Bandits with Applications to Recommender Systems by Hao Wang et al
02-03-2022	A Note on Assessing Generalization of SGD via Disagreement by Andreas Kirsch et al
02-03-2022	Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues by Evangelos Markakis et al
02-03-2022	A Reinforcement Learning Framework for PQoS in a Teleoperated Driving Scenario by Federico Mason et al
02-01-2022	Stability and Generalization Capabilities of Message Passing Graph Neural Networks by Sohir Maskey et al
02-01-2022	Explainable AI through the Learning of Arguments by Jonas Bei et al
02-01-2022	Surrogate Gradients Design by Luca Herranz-Celotti et al
02-04-2022	Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis by Panagiota Karatza et al
02-01-2022	Federated Learning Challenges and Opportunities: An Outlook by Jie Ding et al
02-04-2022	Deep invariant networks with differentiable augmentation layers by Cédric Rommel et al
02-02-2022	Quantification and aggregation over concepts of the ontology by Pierre Carbonnelle et al
02-02-2022	Active Multi-Task Representation Learning by Yifang Chen et al
02-01-2022	A Machine Learning Smartphone-based Sensing for Driver Behavior Classification by Sarra Ben Brahim et al
02-02-2022	Smoothed Embeddings for Certified Few-Shot Learning by Mikhail Pautov et al
02-02-2022	Causal Inference Through the Structural Causal Marginal Problem by Luigi Gresele et al
02-01-2022	Do Differentiable Simulators Give Better Policy Gradients? by H. J. Terry Suh et al
02-01-2022	Planner-Reasoner Inside a Multi-task Reasoning Agent by Daoming Lyu et al
02-02-2022	Surrogate Modeling for Physical Systems with Preserved Properties and Adjustable Tradeoffs by Randi Wang et al
02-04-2022	Urban Region Profiling via A Multi-Graph Representation Learning Framework by Y. Luo et al
02-02-2022	Fairness of Machine Learning Algorithms in Demography by Ibe Chukwuemeka Emmanuel et al
02-02-2022	Technology Ethics in Action: Critical and Interdisciplinary Perspectives by Ben Green
02-02-2022	Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression by Weiming Xiang et al
02-04-2022	5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul by Hongyi Zhang et al
02-02-2022	Direct Molecular Conformation Generation by Jinhua Zhu et al
02-04-2022	Beam Management with Orientation and RSRP using Deep Learning for Beyond 5G Systems by Khuong N. Nguyen et al
02-03-2022	A multi-domain virtual network embedding algorithm with delay prediction by Peiying Zhang et al
02-02-2022	Accelerated Quality-Diversity for Robotics through Massive Parallelism by Bryan Lim et al
02-01-2022	The Inverse Problem for Argumentation Gradual Semantics by Nir Oren et al
02-01-2022	IDP-Z3: a reasoning engine for FO(.) by Pierre Carbonnelle et al
02-04-2022	Implementation of a Type-2 Fuzzy Logic Based Prediction System for the Nigerian Stock Exchange by Isobo Nelson Davies et al
02-04-2022	OntoSeer -- A Recommendation System to Improve the Quality of Ontologies by Pramit Bhattacharyya et al
02-03-2022	Predicting the impact of urban change in pedestrian and road safety by Cristina Bustos et al
02-02-2022	Proceedings 10th International Workshop on Theorem Proving Components for Educational Software by João Marcos et al
02-01-2022	Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs by Timon Felske et al
02-04-2022	Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization by Yifeng Zheng et al
02-03-2022	A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits by Ilija Bogunovic et al
02-01-2022	AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB by Zhangyang Gao et al
02-02-2022	An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates by David Johnson et al
02-01-2022	Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers by Amir Ardalan Kalantari et al
02-01-2022	Lagrangian Manifold Monte Carlo on Monge Patches by Marcelo Hartmann et al
02-02-2022	Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning by Peiying Zhang et al
02-01-2022	Just Another Method to Compute MTTF from Continuous Time Markov Chain by Eduardo M. Vasconcelos
02-02-2022	An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases by Laura Giordano et al
02-01-2022	Too much information: CDCL solvers need to forget and perform restarts by Tom Krüger et al
02-02-2022	Learning to reason about and to act on physical cascading events by Yuval Atzmon et al
02-04-2022	Fixed-Point Code Synthesis For Neural Networks by Hanane Benmaghnia et al
02-03-2022	Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding by Chao Wang et al