2022.3.21 AI papers

03-16-2022	Object discovery and representation networks by Olivier J. Hénaff et al
03-17-2022	One-Shot Adaptation of GAN in Just One CLIP by Gihyun Kwon et al
03-16-2022	Memorizing Transformers by Yuhuai Wu et al
03-15-2022	Does Corpus Quality Really Matter for Low-Resource Languages? by Mikel Artetxe et al
03-16-2022	Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data by Shuohang Wang et al
03-15-2022	One Network Doesnt Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning by Sharath Girish et al
03-16-2022	Dual Diffusion Implicit Bridges for Image-to-Image Translation by Xuan Su et al
03-16-2022	Lazy-MDPs: Towards Interpretable Reinforcement Learning by Learning When to Act by Alexis Jacq et al
03-15-2022	Surrogate Gap Minimization Improves Sharpness-Aware Training by Juntang Zhuang et al
03-15-2022	The Ghost in the Machine has an American accent: value conflict in GPT-3 by Rebecca L Johnson et al
03-16-2022	BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages by Manuel Mager et al
03-16-2022	AI Autonomy: Self-Initiation, Adaptation and Continual Learning by Bing Liu et al
03-17-2022	RoMe: A Robust Metric for Evaluating Natural Language Generation by Md Rashad Al Hasan Rony et al
03-17-2022	The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents by Patrick M. Pilarski et al
03-16-2022	A Feasibility Study of Answer-Unaware Question Generation for Education by Liam Dugan et al
03-16-2022	Unsupervised Semantic Segmentation by Distilling Feature Correspondences by Mark Hamilton et al
03-17-2022	How Many Data Samples is an Additional Instruction Worth? by Ravsehaj Singh Puri et al
03-17-2022	POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps by Huang Jizhou et al
03-16-2022	Multimodal Learning on Graphs for Disease Relation Extraction by Yucong Lin et al
03-17-2022	Prediction of speech intelligibility with DNN-based performance measures by Angel Mario Castro Martinez et al
03-17-2022	Knowledge Graph-Enabled Text-Based Automatic Personality Prediction by Majid Ramezani et al
03-15-2022	Improving Word Translation via Two-Stage Contrastive Learning by Yaoyiran Li et al
03-17-2022	Modeling Dual Read/Write Paths for Simultaneous Machine Translation by Shaolei Zhang et al
03-16-2022	DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training by Luyang Huang et al
03-17-2022	EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training by Yuxian Gu et al
03-17-2022	Gaussian Multi-head Attention for Simultaneous Machine Translation by Shaolei Zhang et al
03-16-2022	AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension by Xiao Li et al
03-16-2022	Are Shortest Rationales the Best Explanations for Human Understanding? by Hua Shen et al
03-16-2022	Can Pre-trained Language Models Interpret Similes as Smart as Human? by Qianyu He et al
03-16-2022	Multi-Stage Prompting for Knowledgeable Dialogue Generation by Zihan Liu et al
03-16-2022	Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework by Shaolei Zhang et al
03-16-2022	Artificial Intelligence Enables Real-Time and Intuitive Control of Prostheses via Nerve Interface by Diu Khue Luu et al
03-15-2022	Learning Spatio-Temporal Downsampling for Effective Video Upscaling by Xiaoyu Xiang et al
03-17-2022	Causal Robot Communication Inspired by Observational Learning Insights by Zhao Han et al
03-18-2022	SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning by Jongjin Park et al
03-17-2022	Symmetry-Based Representations for Artificial and Biological General Intelligence by Irina Higgins et al
03-17-2022	Conversational Recommendation: A Grand AI Challenge by Dietmar Jannach et al
03-16-2022	E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning by Jiangjie Chen et al
03-16-2022	MIMO-GAN: Generative MIMO Channel Modeling by Tribhuvanesh Orekondy et al
03-16-2022	Less is More: Summary of Long Instructions is Better for Program Synthesis by Kirby Kuznia et al
03-15-2022	Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue by Maximillian Chen et al
03-16-2022	LEVEN: A Large-Scale Chinese Legal Event Detection Dataset by Feng Yao et al
03-15-2022	Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go by Ife Adebara et al
03-16-2022	Towards Practical Certifiable Patch Defense with Vision Transformer by Zhaoyu Chen et al
03-16-2022	TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge by Chao-Hong Tan et al
03-17-2022	Are Vision Transformers Robust to Spurious Correlations? by Soumya Suvra Ghosal et al
03-17-2022	SoK: Differential Privacy on Graph-Structured Data by Tamara T. Mueller et al
03-15-2022	Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set by Roxana Daneshjou et al
03-15-2022	Toward Improving Attentive Neural Networks in Legal Text Processing by Ha-Thanh Nguyen
03-15-2022	InfoDCL: A Distantly Supervised Contrastive Learning Framework for Social Meaning by Chiyu Zhang et al
03-15-2022	Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness by Tejas Gokhale et al
03-16-2022	Multiscale Sensor Fusion and Continuous Control with Neural CDEs by Sumeet Singh et al
03-17-2022	Euler State Networks by Claudio Gallicchio
03-15-2022	UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL by Longxu Dou et al
03-16-2022	Resilient Neural Forecasting Systems by Michael Bohlke-Schneider et al
03-16-2022	Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation by Wenxuan Wang et al
03-15-2022	Self-Supervised Deep Learning to Enhance Breast Cancer Detection on Screening Mammography by John D. Miller et al
03-15-2022	Better Quality Estimation for Low Resource Corpus Mining by Muhammed Yusuf Kocyigit et al
03-15-2022	One Agent To Rule Them All: Towards Multi-agent Conversational AI by Christopher Clarke et al
03-16-2022	A Survey on Infrared Image and Video Sets by Kevser Irem Danaci et al
03-15-2022	DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting by Wei Fan et al
03-15-2022	Style Transformer for Image Inversion and Editing by Xueqi Hu et al
03-17-2022	DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection by Jinhyung Park et al
03-15-2022	Social Choice Around the Block: On the Computational Social Choice of Blockchain by Davide Grossi
03-15-2022	SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence by Arvin Tashakori et al
03-15-2022	Towards understanding deep learning with the natural clustering prior by Simon Carbonnelle
03-17-2022	Expressivity of Planning with Horn Description Logic Ontologies (Technical Report) by Stefan Borgwardt et al
03-15-2022	Generating Privacy-Preserving Process Data with Deep Generative Models by Keyi Li et al
03-16-2022	Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning by Yangji He et al
03-17-2022	On Multi-Domain Long-Tailed Recognition, Generalization and Beyond by Yuzhe Yang et al
03-15-2022	Whats in the Black Box? The False Negative Mechanisms Inside Object Detectors by Dimity Miller et al
03-16-2022	Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow by Xiongjie Chen et al
03-15-2022	Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling by Alekh Agarwal et al
03-15-2022	ReACC: A Retrieval-Augmented Code Completion Framework by Shuai Lu et al
03-15-2022	ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language by Phi Nguyen Van et al
03-16-2022	X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation by Yinan He et al
03-17-2022	CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation by Renhao Wang et al
03-16-2022	Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-fine Localization and Classification by Zifan Chen et al
03-15-2022	CrowdMLP: Weakly-Supervised Crowd Counting via Multi-Granularity MLP by Mingjie Wang et al
03-15-2022	A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks by Ismail R. Alkhouri et al
03-16-2022	Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation by Dmitry Medvedev et al
03-16-2022	Learning Representation for Bayesian Optimization with Collision-free Regularization by Fengxue Zhang et al
03-16-2022	Decoupled Knowledge Distillation by Borui Zhao et al
03-17-2022	Modeling Intensification for Sign Language Generation: A Computational Approach by Mert İnan et al
03-17-2022	Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations by Anuroop Sriram et al
03-15-2022	Can you even tell left from right? Presenting a new challenge for VQA by Sai Raam Venkatraman et al
03-17-2022	Towards Data-Efficient Detection Transformers by Wen Wang et al
03-18-2022	Lunar Rover Localization Using Craters as Landmarks by Larry Matthies et al
03-17-2022	Learning of Structurally Unambiguous Probabilistic Grammars by Dana Fisman et al
03-16-2022	Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation by Kaisar Kushibar et al
03-15-2022	Bi-Manual Manipulation and Attachment via Sim-to-Real Reinforcement Learning by Satoshi Kataoka et al
03-15-2022	Self-Distribution Distillation: Efficient Uncertainty Estimation by Yassir Fathullah et al
03-17-2022	A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers by Simon Grosche et al
03-17-2022	Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation by Kai Zhang et al
03-15-2022	Adversarial Counterfactual Augmentation: Application in Alzheimers Disease Classification by Tian Xia et al
03-16-2022	On the Usefulness of the Fit-on-the-Test View on Evaluating Calibration of Classifiers by Markus Kängsepp et al
03-17-2022	STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity by Yuhao Kang et al
03-16-2022	Towards Formalizing HRI Data Collection Processes by Zhao Han et al
03-15-2022	Implicit Feature Decoupling with Depthwise Quantization by Iordanis Fostiropoulos et al
03-18-2022	Why we need biased AI -- How including cognitive and ethical machine biases can enhance AI systems by Sarah Fabi et al
03-16-2022	Adversarial Learned Fair Representations using Dampening and Stacking by Max Knobbout
03-18-2022	AutoAdversary: A Pixel Pruning Method for Sparse Adversarial Attack by Jinqiao Li et al
03-17-2022	A Learning Framework for Bandwidth-Efficient Distributed Inference in Wireless IoT by Mostafa Hussien et al
03-17-2022	Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series by Kristoffer Wickstrøm et al
03-16-2022	Discovering the building blocks of dark matter halo density profiles with neural networks by Luisa Lucie-Smith et al
03-16-2022	Open Set Recognition using Vision Transformer with an Additional Detection Head by Feiyang Cai et al
03-16-2022	Example Perplexity by Nevin L. Zhang et al
03-17-2022	Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models by Nathan Vaska et al
03-18-2022	I Know Therefore I Score: Label-Free Crafting of Scoring Functions using Constraints Based on Domain Expertise by Ragja Palakkadavath et al

03-16-2022	Raw waveform speaker verification for supervised and self-supervised learning by Jee-weon Jung et al
03-18-2022	Image Storage on Synthetic DNA Using Autoencoders by Xavier Pic et al
03-15-2022	Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation by Soyeong Jeong et al
03-16-2022	Automated Grading of Radiographic Knee Osteoarthritis Severity Combined with Joint Space Narrowing by Hanxue Gu et al
03-15-2022	Reactive Motion Generation on Learned Riemannian Manifolds by Hadi Beik-Mohammadi et al
03-17-2022	Explainability in Graph Neural Networks: An Experimental Survey by Peibo Li et al
03-15-2022	Learning to Infer Belief Embedded Communication by Guo Ye et al
03-16-2022	Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval by Ang Li et al
03-17-2022	Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review by Nikolaos Fanourakis et al
03-15-2022	Categorical Representation Learning and RG flow operators for algorithmic classifiers by Artan Sheshmani et al
03-18-2022	SS-SAM : Stochastic Scheduled Sharpness-Aware Minimization for Efficiently Training Deep Neural Networks by Yang Zhao et al
03-16-2022	Graph Augmentation Learning by Shuo Yu et al
03-15-2022	Privacy-Preserving Speech Representation Learning using Vector Quantization by Pierre Champion et al
03-18-2022	Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators by Keenan Jones et al
03-17-2022	On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels by Amnon Geifman et al
03-16-2022	PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration by Pengyi Li et al
03-16-2022	Exploring Variational Graph Auto-Encoders for Extract Class Refactoring Recommendation by Pritom Saha Akash
03-15-2022	What is the best RNN-cell structure for forecasting each time series behavior? by Rohaifa Khaldi et al
03-18-2022	FORCE: A Framework of Rule-Based Conversational Recommender System by Jun Quan et al
03-15-2022	An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility by Lukas M. Schmidt et al
03-17-2022	SemTUI: a Framework for the Interactive Semantic Enrichment of Tabular Data by Marco Ripamonti et al
03-16-2022	Building AI Innovation Labs together with Companies by Jens Heidrich et al
03-18-2022	Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation by Xingning Dong et al
03-16-2022	On Redundancy and Diversity in Cell-based Neural Architecture Search by Xingchen Wan et al
03-15-2022	Linear-Time Verification of Data-Aware Dynamic Systems with Arithmetic by Paolo Felli et al
03-17-2022	Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning by Li Yu et al
03-16-2022	Adaptive n-ary Activation Functions for Probabilistic Boolean Logic by Jed A. Duersch et al
03-15-2022	Multi-Unit Diffusion Auctions with Intermediaries by Bin Li et al
03-18-2022	Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges by Shikib Mehri et al
03-17-2022	Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning by Erim Yanik et al
03-17-2022	Monotonic Differentiable Sorting Networks by Felix Petersen et al
03-18-2022	Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images by Luca Guarnera et al
03-18-2022	Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection by Luca Tomasetti et al
03-18-2022	Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition by Marie Biolková et al
03-17-2022	CodeReviewer: Pre-Training for Automating Code Review Activities by Zhiyu Li et al
03-17-2022	On the expressive power of message-passing neural networks as global feature map transformers by Floris Geerts et al
03-17-2022	Developing a Successful Bomberman Agent by Dominik Kowalczyk et al
03-15-2022	Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning by Zixuan Li et al
03-15-2022	RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion by Kai Chen et al
03-15-2022	Self-Normalized Density Map (SNDM) for Counting Microbiological Objects by Krzysztof M. Graczyk et al