arXiv_AI
arXiv_AI
2022-06-27
Parametrically Retargetable Decision-Makers Tend To Seek Power
Alexander Matt Turner, Prasad Tadepalli
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-27
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework
Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas
arXiv_AI
arXiv_AI
Scene_Classification
Regularization
Classification
PDF
2022-06-27
Iso-CapsNet: Isomorphic Capsule Network for Brain Graph Representation Learning
Jiawei Zhang
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
PDF
2022-06-27
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-27
Distinguishing Learning Rules with Brain Machine Interfaces
Jacob P. Portes, Christian Schmid, James M. Murray
arXiv_AI
arXiv_AI
Reinforcement_Learning
RNN
Knowledge
Face
GAN
Activity
PDF
2022-06-27
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System
Haoran Su, Yaofeng D. Zhong, Joseph Y.J. Chow, Biswadip Dey, Li Jin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Medical
PDF
2022-06-27
Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines
Ammar N. Abbas, Georgios Chasparis, John D. Kelleher
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Pose
PDF
2022-06-27
Avocodo: Generative Adversarial Network for Artifact-free Vocoder
Taejun Bak, Junmo Lee, Hanbin Bae, Jinhyeok Yang, Jae-Sung Bae, Young-Sun Joo
arXiv_AI
arXiv_AI
Adversarial
Speech
Pose
Relation
GAN
Inference
PDF
2022-06-27
Cracking nuts with a sledgehammer: when modern graph neural networks do worse than classical greedy algorithms
Maria Chiara Angelini, Federico Ricci-Tersenghi
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Sparse
Pose
PDF
2022-06-27
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer
Diogo Leitão, Pedro Saleiro, Mário A.T. Figueiredo, Pedro Bizarro
arXiv_AI
arXiv_AI
Review
Prediction
PDF
2022-06-27
A Representation Learning Framework for Property Graphs
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Pose
Classification
Prediction
Recommendation
PDF
2022-06-27
Towards Unifying Perceptual Reasoning and Logical Reasoning
Hiroyuki Kido
arXiv_AI
arXiv_AI
Knowledge
Relation
Inference
PDF
2022-06-27
Measuring and Improving the Use of Graph Information in Graph Neural Networks
Yifan Hou, Jian Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
PDF
2022-06-27
Optimal Private Payoff Manipulation against Commitment in Extensive-form Games
Yurong Chen, Xiaotie Deng, Yuhao Li
arXiv_AI
arXiv_AI
PDF
2022-06-27
Agreement-on-the-Line: Predicting the Performance of Neural Networks under Distribution Shift
Christina Baek, Yiding Jiang, Aditi Raghunathan, Zico Kolter
arXiv_AI
arXiv_AI
Relation
Prediction
PDF
2022-06-27
Differentially Private Condorcet Voting
Zhechen Li, Ao Liu, Lirong Xia, Yongzhi Cao, Hanpin Wang
arXiv_AI
arXiv_AI
OCR
Pose
Relation
PDF
2022-06-27
A General Recipe for Likelihood-free Bayesian Optimization
Jiaming Song, Lantao Yu, Willie Neiswanger, Stefano Ermon
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Inference
PDF
2022-06-27
Monitoring Shortcut Learning using Mutual Information
Mohammed Adnan, Yani Ioannou, Chuan-Yung Tsai, Angus Galloway, H.R. Tizhoosh, Graham W. Taylor
arXiv_AI
arXiv_AI
Pose
Relation
Autonomous
PDF
2022-06-27
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels
Chuang Zhang, Li Shen, Jian Yang, Chen Gong
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
Prediction
PDF
2022-06-26
Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays
Peng Zhou, Jason K. Eshraghian, Dong-Uk Choi, Wei D. Lu, Sung-Mo Kang
arXiv_AI
arXiv_AI
PDF
2022-06-26
FlowX: Towards Explainable Graph Neural Networks via Message Flows
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-26
Explaining the root causes of unit-level changes
Kailash Budhathoki, George Michailidis, Dominik Janzing
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-26
Cross-Silo Federated Learning: Challenges and Opportunities
Chao Huang, Jianwei Huang, Xin Liu
arXiv_AI
arXiv_AI
GAN
PDF
2022-06-26
Checking Trustworthiness of Probabilistic Computations in a Typed Natural Deduction System
Fabio Aurelio D'Asaro, Giuseppe Primiero
arXiv_AI
arXiv_AI
Classification
PDF
2022-06-26
Learning neural state-space models: do we need a state estimator?
Marco Forgione, Manas Mejari, Dario Piga
arXiv_AI
arXiv_AI
Optimization
Pose
Deep_Learning
PDF
2022-06-26
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification
Jaeyun Song, Joonhyung Park, Eunho Yang
arXiv_AI
arXiv_AI
Pose
Action
Classification
PDF
2022-06-26
Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection
Xiongjie Chen, Yunpeng Li, Yongxin Yang
arXiv_AI
arXiv_AI
Pose
Detection
Attention
PDF
2022-06-26
Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat
Tangui Le Gléau, Xavier Marjou, Tayeb Lemlouma, Benoit Radier
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-26
Towards KAB2S: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem
Xu Wendi, Wang Xianpeng, Guo Qingxin, Song Xiangman, Zhao Ren, Zhao Guodong, Yang Yang, Xu Te, He Dakuo
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
PDF
2022-06-26
ETO Meets Scheduling: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem
Wendi Xu, Xianpeng Wang
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
PDF
2022-06-26
Noise-aware Physics-informed Machine Learning for Robust PDE Discovery
Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui
arXiv_AI
arXiv_AI
Sparse
Pose
Denoising
PDF
2022-06-26
FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning
Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan, Gang Li
arXiv_AI
arXiv_AI
OCR
PDF
2022-06-26
FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement
Yanming Zhu, Xuefei Yin, Jiankun Hu
arXiv_AI
arXiv_AI
Enhancement
Recognition
Adversarial
Pose
GAN
PDF
2022-06-26
fETSmcs: Feature-based ETS model component selection
Lingzhi Qi, Xixi Li, Qiang Wang, Suling Jia
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-26
Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering
Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Bert
Knowledge
Pose
Medical
QA
PDF
2022-06-26
Marginal Inference queries in Hidden Markov Models under context-free grammar constraints
Reda Marzouk, Colin de La Higuera
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-26
Memory-Guided Multi-View Multi-Domain Fake News Detection
Yongchun Zhu, Qiang Sheng, Juan Cao, Qiong Nan, Kai Shu, Minghui Wu, Jindong Wang, Fuzhen Zhuang
arXiv_AI
arXiv_AI
Pose
Emotion
Detection
Relation
PDF
2022-06-26
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps
HyunJin Kim, Jungwoo Shin, Alberto A. Del Barrio
arXiv_AI
arXiv_AI
Quantization
Knowledge
Pose
CNN
PDF
2022-06-26
APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain
Jun-Teng Yang, Wen-Yuan Chen, Che-Hua Li, Scott C.-H. Huang, Hsiao-Chun Wu
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-26
Knowledge Distillation with Representative Teacher Keys Based on Attention Mechanism for Image Classification Model Compression
Jun-Teng Yang, Sheng-Che Kao, Scott C.-H. Huang
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Attention
Image_Classification
PDF
2022-06-26
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs
Chunpai Wang, Daniel B. Neill, Feng Chen
arXiv_AI
arXiv_AI
Pose
Detection
PDF
2022-06-26
Malware Detection and Prevention using Artificial Intelligence Techniques
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocreak, Dan Lo, Akond Rahman, Fan Wu
arXiv_AI
arXiv_AI
Review
Pose
Deep_Learning
Detection
Activity
PDF
2022-06-26
Generalized Beliefs for Cooperative AI
Darius Muglich, Luisa Zintgraf, Christian Schroeder de Witt, Shimon Whiteson, Jakob Foerster
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-25
HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network
Khaled Mohammed Saifuddin, Bri Bumgardnerr, Farhan Tanvir, Esra Akbas
arXiv_AI
arXiv_AI
Pose
Action
Attention
Prediction
PDF
2022-06-25
Modeling Oceanic Variables with Dynamic Graph Neural Networks
Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo A. Tannuri
arXiv_AI
arXiv_AI
Transformer
Bert
RNN
Knowledge
Face
Relation
PDF
2022-06-25
Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation
Zhixuan Liang, Jiannong Cao, Shan Jiang, Divya Saxena, Huafeng Xu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Autonomous
PDF
2022-06-25
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolo Fusi
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
Face
PDF
2022-06-25
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation
Zhiyuan Yao, Tianyu Shi, Site Li, Yiting Xie, Yuanyuan Qin, Xiongjie Xie, Huan Lu, Yan Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-25
Learning to Infer 3D Shape Programs with Differentiable Renderer
Yichao Liang
arXiv_AI
arXiv_AI
3D
Knowledge
Pose
Face
PDF
2022-06-25
Guided Exploration in Reinforcement Learning via Monte Carlo Critic Optimization
Igor Kuznetsov
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Pose
Action
PDF
2022-06-25
Trace Recovery from Stochastically Known Logs
Eli Bogdanov, Izack Cohen, Avigdor Gal
arXiv_AI
arXiv_AI
Pose
Activity
PDF
2022-06-25
Evaluation of Semantic Answer Similarity Metrics
Farida Mustafazade, Peter Ebbinghaus
arXiv_AI
arXiv_AI
Transformer
Bert
Knowledge
Pose
Relation
Prediction
QA
PDF
2022-06-25
Enhanced Deep Animation Video Interpolation
Wang Shen, Cheng Ming, Wenbo Bao, Guangtao Zhai, Li Chen, Zhiyong Gao
arXiv_AI
arXiv_AI
Sketch
Pose
PDF
2022-06-25
Machine Learning-based Biological Ageing Estimation Technologies: A Survey
Zhaonian Zhang, Richard Jiang, Danny Crookes, Paul Chazot
arXiv_AI
arXiv_AI
Review
Face
Survey
Medical
Prediction
PDF
2022-06-25
Distilling a Pretrained Language Model to a Multilingual ASR Model
Kwanghee Choi, Hyung-Min Park
arXiv_AI
arXiv_AI
Transformer
Recognition
Knowledge
Speech
Pose
Speech_Recognition
Language_Model
PDF
2022-06-25
Language Models as Knowledge Embeddings
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Contrastive_Learning
Classification
Relation
Language_Model
Prediction
PDF
2022-06-25
Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction
Roshan Sharma, Tyler Vuong, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj
arXiv_AI
arXiv_AI
Bert
Self-Supervised
Pose
Emotion
GAN
Prediction
PDF
2022-06-25
Construct a Sentence with Multiple Specified Words
Yuanliang Meng
arXiv_AI
arXiv_AI
Language_Model
PDF
2022-06-25
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
Yihan Wu, Xi Wang, Shaofei Zhang, Lei He, Ruihua Song, Jian-Yun Nie
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Speech
Self-Supervised
Pose
Emotion
Contrastive_Learning
Prediction
PDF
2022-06-25
Predicting Stock Price Movement after Disclosure of Corporate Annual Reports: A Case Study of 2021 China CSI 300 Stocks
Fengyu Han, Yue Wang
arXiv_AI
arXiv_AI
Prediction
PDF
2022-06-24
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Meriaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Płotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S Mattos, Sara Moccia, Danail Stoyanov
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Review
GAN
PDF
2022-06-24
Multi-Modal and Multi-Factor Branching Time Active Inference
Théophile Champion, Marek Grześ, Howard Bowman
arXiv_AI
arXiv_AI
Face
Inference
PDF
2022-06-24
RAPid-Learn: A Framework for Learning to Recover for Handling Novelties in Open-World Environments
Shivam Goel, Yash Shukla, Vasanth Sarathy, Matthias Scheutz, Jivko Sinapov
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Action
PDF
2022-06-24
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience
Miaoran Li, Baolin Peng, Jianfeng Gao, Zhu Zhang
arXiv_AI
arXiv_AI
Knowledge
Pose
Language_Model
QA
PDF
2022-06-24
A Test for Evaluating Performance in Human-Computer Systems
Andres Campero, Michelle Vaccaro, Jaeyoon Song, Haoran Wen, Abdullah Almaatouq, Thomas W. Malone
arXiv_AI
arXiv_AI
PDF
2022-06-24
Out of distribution robustness with pre-trained Bayesian neural networks
Xi Wang, Laurence Aitchison
arXiv_AI
arXiv_AI
Relation
PDF
2022-06-24
Achievement and Fragility of Long-term Equitability
Andrea Simonetto, Ivano Notarnicola
arXiv_AI
arXiv_AI
Optimization
Action
PDF
2022-06-24
Toward multi-target self-organizing pursuit in a partially observable Markov game
Lijun Sun, Yu-Cheng Chang, Chao Lyu, Ye Shi, Yuhui Shi, Chin-Teng Lin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
GAN
PDF
2022-06-24
DeepAL for Regression Using $ε$-weighted Hybrid Query Strategy
Harsh Vardhan, Janos Sztipanovits
arXiv_AI
arXiv_AI
Optimization
Salient
Pose
Deep_Learning
PDF
2022-06-24
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data
Arian Skoki, Jonatan Lerga, Ivan Štajduhar
arXiv_AI
arXiv_AI
Tracking
RNN
Classification
Prediction
PDF
2022-06-24
MULTI-FLGANs: Multi-Distributed Adversarial Networks for Non-IID distribution
Akash Amalan, Rui Wang, Yanqi Qiao, Emmanouil Panaousis, Kaitai Liang
arXiv_AI
arXiv_AI
Adversarial
Pose
GAN
PDF
2022-06-24
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems
Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang
arXiv_AI
arXiv_AI
Optimization
Regularization
Adversarial
Pose
Deep_Learning
PDF
2022-06-24
Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach
Duowei Li (1 and 2), Jianping Wu (1), Feng Zhu (2), Tianyi Chen (2), Yiik Diew Wong (2) ((1) Department of Civil Engineering, Tsinghua University, China, (2) School of Civil and Environmental Engineering, Nanyang Technological University, Singapore)
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Relation
Autonomous
PDF
2022-06-24
Geometry Interaction Knowledge Graph Embeddings
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Relation
Inference
Prediction
Matching
PDF
2022-06-24
Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing
Shaoyang Wang, Chau Yuen, Wei Ni, Guan Yong Liang, Tiejun Lv
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-24
ER: Equivariance Regularizer for Knowledge Graph Completion
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Relation
Prediction
PDF
2022-06-24
Implicit Channel Learning for Machine Learning Applications in 6G Wireless Networks
Ahmet M. Elbir, Wei Shi, Kumar Vijay Mishra, Anastasios K. Papazafeiropoulos, Symeon Chatzinotas
arXiv_AI
arXiv_AI
Recognition
Speech
Pose
Classification
PDF
2022-06-24
Approximating 1-Wasserstein Distance with Trees
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
arXiv_AI
arXiv_AI
Embedding
Pose
PDF
2022-06-24
Signal Knowledge Graph
Anj Simmons, Rajesh Vasa
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Inference
PDF
2022-06-24
Prediction of Football Player Value using Bayesian Ensemble Approach
Hansoo Lee, Bayu Adhi Tama, Meeyoung Cha
arXiv_AI
arXiv_AI
Optimization
Pose
Prediction
PDF
2022-06-24
Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data
Reza Arablouei, Ziwei Wang, Greg J. Bishop-Hurley, Jiajun Liu
arXiv_AI
arXiv_AI
Classification
PDF
2022-06-24
A novel approach to increase scalability while training machine learning algorithms using Bfloat 16 in credit card fraud detection
Bushra Yousuf, Rejwan Bin Sulaiman, Musarrat Saberin Nipun
arXiv_AI
arXiv_AI
Pose
Detection
PDF
2022-06-24
Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning
Yunfei Li, Tian Gao, Jiaqi Yang, Huazhe Xu, Yi Wu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Pose
PDF
2022-06-23
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality
Rex Chen, Fei Fang, Norman Sadeh
arXiv_AI
arXiv_AI
Reinforcement_Learning
Review
Detection
PDF
2022-06-23
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
Yi-Lun Liao, Tess Smidt
arXiv_AI
arXiv_AI
Transformer
3D
Pose
Attention
Prediction
PDF
2022-06-23
Never trust, always verify : a roadmap for Trustworthy AI?
Lionel Nganyewou Tidjon, Foutse Khomh
arXiv_AI
arXiv_AI
Review
Pose
Action
Attention
GAN
Autonomous
PDF
2022-06-23
Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training
Xueyi Liu, Yu Rong, Tingyang Xu, Fuchun Sun, Wenbing Huang, Junzhou Huang
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Classification
Relation
PDF
2022-06-23
World Value Functions: Knowledge Representation for Learning and Planning
Geraud Nangue Tasse, Benjamin Rosman, Steven James
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-23
Measuring Representational Robustness of Neural Networks Through Shared Invariances
Vedant Nanda, Till Speicher, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Adrian Weller
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-23
Worldwide AI Ethics: a review of 200 guidelines and recommendations for AI governance
Nicholas Kluge Corrêa, Camila Galvão, James William Santos, Carolina Del Pino, Edson Pontes Pinto, Camila Barbosa, Diogo Massmann, Rodrigo Mambrini, Luiza Galvão, Edmund Terem
arXiv_AI
arXiv_AI
Review
GAN
Recommendation
PDF
2022-06-23
Provably Efficient Model-Free Constrained RL with Linear Function Approximation
Arnob Ghosh, Xingyu Zhou, Ness Shroff
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Action
PDF
2022-06-23
VRKitchen2.0-IndoorKit: A Tutorial for Augmented Indoor Scene Building in Omniverse
Yizhou Zhao, Steven Gong, Xiaofeng Gao, Wensi Ai, Song-Chun Zhu
arXiv_AI
arXiv_AI
3D
PDF
2022-06-23
On the Generalizability and Predictability of Recommender Systems
Duncan McElfresh, Sujay Khandagale, Jonathan Valverde, John P. Dickerson, Colin White
arXiv_AI
arXiv_AI
Face
Relation
Recommendation
PDF
2022-06-23
CoSP: Co-supervised pretraining of pocket and ligand
Zhangyang Gao, Cheng Tan, Lirong Wu, Stan Z. Li
arXiv_AI
arXiv_AI
Embedding
3D
Knowledge
Pose
Contrastive_Learning
Action
Attention
GAN
Prediction
Matching
PDF
2022-06-23
On Avoiding Power-Seeking by Artificial Intelligence
Alexander Matt Turner
arXiv_AI
arXiv_AI
Autonomous
PDF
2022-06-23
Intelligent Request Strategy Design in Recommender System
Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
arXiv_AI
arXiv_AI
Pose
Attention
Inference
Recommendation
Matching
PDF
2022-06-23
Formalizing the Problem of Side-Effect Avoidance
Alexander Matt Turner, Aseem Saxena, Prasad Tadepalli
arXiv_AI
arXiv_AI
Regularization
Pose
PDF
2022-06-23
Video PreTraining : Learning to Act by Watching Unlabeled Online Videos
Bowen Baker, Ilge Akkaya, Peter Zhokhov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Face
Action
PDF
2022-06-23
Two-dimensional total absorption spectroscopy with conditional generative adversarial networks
Cade Dembski, Michelle P. Kuchera, Sean Liddick, Raghu Ramanujan, Artemis Spyrou
arXiv_AI
arXiv_AI
Adversarial
Deep_Learning
Detection
Object_Detection
GAN
PDF
2022-06-23
Measuring the Feasibility of Analogical Transfer using Complexity
Pierre-Alexandre Murena
arXiv_AI
arXiv_AI
Unsupervised
Pose
Relation
Attention
PDF
2022-06-23
Classical surrogates for quantum learning models
Franz J. Schreiber, Jens Eisert, Johannes Jakob Meyer
arXiv_AI
arXiv_AI
Relation
Inference
PDF
2022-06-23
Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Karteek Alahari
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-23
BERT Rankers are Brittle: a Study using Adversarial Document Perturbations
Yumeng Wang, Lijun Lyu, Avishek Anand
arXiv_AI
arXiv_AI
Bert
Optimization
Adversarial
Pose
Emotion
Prediction
PDF
2022-06-23
Reinforcement Learning under Partial Observability Guided by Learned Environment Models
Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill
arXiv_AI
arXiv_AI
Reinforcement_Learning
RNN
Knowledge
Pose
Action
PDF
2022-06-23
Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations
Chenhao Li, Marin Vlastelica, Sebastian Blaes, Jonas Frey, Felix Grimminger, Georg Martius
arXiv_AI
arXiv_AI
Reinforcement_Learning
Adversarial
Pose
GAN
PDF
2022-06-23
Capacity Optimality of OAMP in Coded Large Unitarily Invariant Systems
Lei Liu, Shansuo Liang, Li Ping
arXiv_AI
arXiv_AI
PDF
2022-06-23
Sufficient Statistic Memory Approximate Message Passing
Lei Liu, Shunqi Huang, Brian M. Kurkoski
arXiv_AI
arXiv_AI
Reconstruction
Pose
PDF
2022-06-23
Indecision Trees: Learning Argument-Based Reasoning under Quantified Uncertainty
Jonathan S. Kent, David H. Menager
arXiv_AI
arXiv_AI
Classification
Inference
PDF
2022-06-23
Pruned RNN-T for fast, memory-efficient ASR training
Fangjun Kuang, Liyong Guo, Wei Kang, Long Lin, Mingshuang Luo, Zengwei Yao, Daniel Povey
arXiv_AI
arXiv_AI
Embedding
Recognition
RNN
Speech
Speech_Recognition
PDF
2022-06-23
A Novel Multi-Agent Scheduling Mechanism for Adaptation of Production Plans in Case of Supply Chain Disruptions
Jing Tan, Lars Braubach, Kai Jander, Rongjun Xu, Kai Chen
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-23
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems
Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng
arXiv_AI
arXiv_AI
Recognition
Speech
Speech_Recognition
PDF
2022-06-23
Optimization paper production through digitalization by developing an assistance system for machine operators including quality forecast: a concept
Moritz Schroth, Felix Hake, Konstantin Merker, Alexander Becher, Tilman Klaeger, Robin Huesmann, Detlef Eichhorn, Lukas Oehm
arXiv_AI
arXiv_AI
Optimization
Knowledge
Classification
PDF
2022-06-23
Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Face
Classification
Relation
Few-Shot
Image_Classification
PDF
2022-06-23
LED: Latent Variable-based Estimation of Density
Omri Ben-Dov, Pravir Singh Gupta, Victoria Fernandez Abrevaya, Michael J. Black, Partha Ghosh
arXiv_AI
arXiv_AI
Optimization
Adversarial
Pose
Relation
GAN
PDF
2022-06-23
A Geometric Method for Improved Uncertainty Estimation in Real-time
Gabriella Chouraqui, Liron Cohen, Gil Einziger, Liel Leman
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-23
ASTERYX : A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations
Ryma Boumazouza (CRIL), Fahima Cheikh-Alili (CRIL), Bertrand Mazure (CRIL), Karim Tabia (CRIL)
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-23
A Model-Agnostic SAT-based Approach for Symbolic Explanation Enumeration
Ryma Boumazouza (CRIL), Fahima Cheikh-Alili (CRIL), Bertrand Mazure (CRIL), Karim Tabia (CRIL)
arXiv_AI
arXiv_AI
Pose
Classification
Relation
Image_Classification
Prediction
PDF
2022-06-23
Explanatory causal effects for model agnostic explanations
Jiuyong Li, Ha Xuan Tran, Thuc Duy Le, Lin Liu, Kui Yu, Jixue Liu
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-23
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization
Songbai Liu
arXiv_AI
arXiv_AI
Optimization
Pose
Survey
Attention
PDF
2022-06-23
Utilizing Expert Features for Contrastive Learning of Time-Series Representations
Manuel Nonnenmacher, Lukas Oldenburg, Ingo Steinwart, David Reeb
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Contrastive_Learning
Medical
PDF
2022-06-23
plingo: A system for probabilistic reasoning in clingo based on lpmln
Susana Hahn (1), Tomi Janhunen (2), Roland Kaminski (1), Javier Romero (1), Nicolas Rühling (1), Torsten Schaub (1) ((1) University of Potsdam, Germany, (2) Tampere University, Finland)
arXiv_AI
arXiv_AI
Optimization
PDF
2022-06-23
RetroGraph: Retrosynthetic Planning with Graph Search
Shufang Xie, Rui Yan, Peng Han, Yingce Xia, Lijun Wu, Chenjuan Guo, Bin Yang, Tao Qin
arXiv_AI
arXiv_AI
Pose
Action
PDF
2022-06-23
A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning
Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo
arXiv_AI
arXiv_AI
Pose
Recommendation
PDF
2022-06-23
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Deep_Learning
Prediction
PDF
2022-06-23
Efficient Adaptive Federated Optimization of Federated Learning for IoT
Zunming Chen, Hongyan Cui, Ensen Wu, Yu Xi
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-23
Context matters for fairness -- a case study on the effect of spatial distribution shifts
Siamak Ghodsi, Harith Alani, Eirini Ntoutsi
arXiv_AI
arXiv_AI
Reconstruction
PDF
2022-06-23
Recursive Reinforcement Learning
Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
arXiv_AI
arXiv_AI
Reinforcement_Learning
PDF
2022-06-22
On Specifying for Trustworthiness
Dhaminda B. Abeywickrama, Amel Bennaceur, Greg Chance, Yiannis Demiris, Anastasia Kordoni, Mark Levine, Luke Moffat, Luc Moreau, Mohammad Reza Mousavi, Bashar Nuseibeh, Subramanian Ramamoorthy, Jan Oliver Ringert, James Wilson, Shane Windsor, Kerstin Eder
arXiv_AI
arXiv_AI
Autonomous
PDF
2022-06-22
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning
Hanhan Zhou, Tian Lan, Vaneet Aggarwal
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Inference
Prediction
PDF
2022-06-22
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
Cansu Sancaktar, Sebastian Blaes, Georg Martius
arXiv_AI
arXiv_AI
Reinforcement_Learning
Zero-Shot
Sparse
Pose
Action
Relation
PDF
2022-06-22
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer
Lucas N. Alegre, Ana L. C. Bazzan, Bruno C. da Silva
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Action
PDF
2022-06-22
Behavior Transformers: Cloning $k$ modes with one stone
Nur Muhammad Mahi Shafiullah, Zichen Jeff Cui, Ariuntuya Altanzaya, Lerrel Pinto
arXiv_AI
arXiv_AI
Transformer
Action
Detection
Object_Detection
Prediction
PDF
2022-06-22
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh Dhole, Khyathi Raghavi Chandu, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, et al. (27 additional authors not shown)
arXiv_AI
arXiv_AI
PDF
2022-06-22
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives
Zhuofan Ying, Peter Hase, Mohit Bansal
arXiv_AI
arXiv_AI
Relation
VQA
Prediction
QA
PDF
2022-06-22
Constant-Factor Approximation Algorithms for Socially Fair $k$-Clustering
Mehrdad Ghadiri, Mohit Singh, Santosh S. Vempala
arXiv_AI
arXiv_AI
PDF
2022-06-22
Multi-Agent Car Parking using Reinforcement Learning
Omar Tanner
arXiv_AI
arXiv_AI
Reinforcement_Learning
Action
Autonomous
PDF
2022-06-22
Facke: a Survey on Generative Models for Face Swapping
Wei Jiang, Wentao Dong
arXiv_AI
arXiv_AI
Pose
Face
Survey
GAN
PDF
2022-06-22
General Univariate Estimation-of-Distribution Algorithms
Benjamin Doerr, Marc Dufay
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-22
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Medical
PDF
2022-06-22
Automated Compliance Blueprint Optimization with Artificial Intelligence
Abdulhamid Adebayo, Daby Sow, Muhammed Fatih Bulut
arXiv_AI
arXiv_AI
Optimization
PDF
2022-06-22
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles
Ghazi Felhi, Joseph Le Roux, Djamé Seddah
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Pose
Action
Attention
PDF
2022-06-22
Vulnerability Prioritization: An Offensive Security Approach
Muhammed Fatih Bulut, Abdulhamid Adebayo, Daby Sow, Steve Ocepek
arXiv_AI
arXiv_AI
Pose
GAN
PDF
2022-06-22
Cold Posteriors through PAC-Bayes
Konstantinos Pitas, Julyan Arbel
arXiv_AI
arXiv_AI
Classification
Inference
PDF
2022-06-22
Attack Techniques and Threat Identification for Vulnerabilities
Constantin Adam, Muhammed Fatih Bulut, Daby Sow, Steven Ocepek, Chris Bedell, Lilian Ngweta
arXiv_AI
arXiv_AI
Unsupervised
GAN
PDF
2022-06-22
Ordered Subgraph Aggregation Networks
Chendi Qian, Gaurav Rattan, Floris Geerts, Christopher Morris, Mathias Niepert
arXiv_AI
arXiv_AI
Prediction
PDF
2022-06-22
reStructured Pre-training
Weizhe Yuan, Pengfei Liu
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-22
Hybrid Physical Metric For 6-DoF Grasp Pose Detection
Yuhao Lu, Beixing Deng, Zhenyu Wang, Peiyuan Zhi, Yali Li, Shengjin Wang
arXiv_AI
arXiv_AI
Pose
Detection
Prediction
PDF
2022-06-22
Multi-View Clustering for Open Knowledge Base Canonicalization
Wei Shen, Yang Yang, Yinan Liu
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Optimization
Knowledge
Pose
Action
Relation
PDF
2022-06-22
Evolutionary Game-Theoretical Analysis for General Multiplayer Asymmetric Games
Xinyu Zhang, Peng Peng, Yushan Zhou, Haifeng Wang, Wenxin Li
arXiv_AI
arXiv_AI
Pose
Action
PDF
2022-06-22
OpenXAI: Towards a Transparent Evaluation of Model Explanations
Chirag Agarwal, Eshika Saxena, Satyapriya Krishna, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, Himabindu Lakkaraju
arXiv_AI
arXiv_AI
Pose
Quantitative
PDF
2022-06-22
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
Hongjoon Ahn, Youngyi Yang, Quan Gan, David Wipf, Taesup Moon
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Relation
PDF
2022-06-22
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer
Lalithkumar Seenivasan, Mobarakol Islam, Adithya Krishna, Hongliang Ren
arXiv_AI
arXiv_AI
Transformer
Recognition
Bert
Action
Classification
VQA
Medical
QA
PDF
2022-06-22
ROSE: A RObust and SEcure DNN Watermarking
Kassem Kallas, Teddy Furon
arXiv_AI
arXiv_AI
Pose
Classification
Image_Classification
PDF
2022-06-22
Heterogeneous Graph Neural Networks for Software Effort Estimation
Hung Phan, Ali Jannesari
arXiv_AI
arXiv_AI
Embedding
Pose
Deep_Learning
PDF
2022-06-22
Object Type Clustering using Markov Directly-Follow Multigraph in Object-Centric Process Mining
Amin Jalali
arXiv_AI
arXiv_AI
PDF
2022-06-22
Agent-based Graph Neural Networks
Karolis Martinkus, Pál András Papp, Benedikt Schesch, Roger Wattenhofer
arXiv_AI
arXiv_AI
Classification
PDF
2022-06-22
Human-AI communication for human-human communication: Applying interpretable unsupervised anomaly detection to executive coaching
Riku Arakawa, Hiromu Yakura
arXiv_AI
arXiv_AI
Unsupervised
Action
Detection
PDF
2022-06-22
Toward An Optimal Selection of Dialogue Strategies: A Target-Driven Approach for Intelligent Outbound Robots
Ruifeng Qian, Shijie Li, Mengjiao Bao, Huan Chen, Yu Che
arXiv_AI
arXiv_AI
Attention
PDF
2022-06-22
POGEMA: Partially Observable Grid Environment for Multiple Agents
Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr I. Panov
arXiv_AI
arXiv_AI
PDF
2022-06-22
FairGrad: Fairness Aware Gradient Descent
Gaurav Maheshwari, Michaël Perrot
arXiv_AI
arXiv_AI
Gradient_Descent
Pose
Classification
PDF
2022-06-22
Recognising Affordances in Predicted Futures to Plan with Consideration of Non-canonical Affordance Effects
Solvi Arnold, Mami Kuroishi, Tadashi Adachi, Kimitoshi Yamazaki
arXiv_AI
arXiv_AI
Recognition
Pose
Action
PDF
2022-06-22
How to Combine Variational Bayesian Networks in Federated Learning
Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal
arXiv_AI
arXiv_AI
Classification
Image_Classification
Prediction
PDF
2022-06-22
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation
Yiwei Ding, Wenjin Deng, Yinglin Zheng, Pengfei Liu, Meihong Wang, Xuan Cheng, Jianmin Bao, Dong Chen, Ming Zeng
arXiv_AI
arXiv_AI
Pose_Estimation
Pose
Action
Relation
PDF
2022-06-22
Play It Cool: Dynamic Shifting Prevents Thermal Throttling
Yang Zhou, Feng Liang, Ting-wu Chin, Diana Marculescu
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-22
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar
arXiv_AI
arXiv_AI
Pose
Survey
PDF
2022-06-22
A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing
Haiming Yao, Wenyong Yu, Xue Wang
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Restoration
Pose
Face
Detection
PDF
2022-06-22
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?
Hui Xia, Rui Zhang, Zi Kang, Shuliang Jiang
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Adversarial
Pose
Face
Detection
Object_Detection
PDF
2022-06-22
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
arXiv_AI
arXiv_AI
Recognition
Detection
PDF
2022-06-22
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization
Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara
arXiv_AI
arXiv_AI
Unsupervised
Quantization
Pose
Relation
Medical
PDF
2022-06-22
Generative Pretraining for Black-Box Optimization
Siddarth Krishnamoorthy, Satvik Mehul Mashkaria, Aditya Grover
arXiv_AI
arXiv_AI
Transformer
Optimization
Pose
PDF
2022-06-21
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen, Aditya Modi, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-21
A method for ethical AI in Defence: A case study on developing trustworthy autonomous systems
Tara Roberson, Stephen Bornstein, Rain Liivoja, Simon Ng, Jason Scholz, S. Kate Devitt
arXiv_AI
arXiv_AI
Embedding
Autonomous
PDF
2022-06-21
BiometricBlender: Ultra-high dimensional, multi-class synthetic data generator to imitate biometric feature space
Marcell Stippinger, Dávid Hanák, Marcell T. Kurbucz, Gergely Hanczár, Olivér M. Törteli, Zoltán Somogyvári
arXiv_AI
arXiv_AI
Relation
PDF
2022-06-21
Don't Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information
Tomasz Limisiewicz, David Mareček
arXiv_AI
arXiv_AI
Embedding
Relation
Language_Model
PDF
2022-06-21
Imitate then Transcend: Multi-Agent Optimal Execution with Dual-Window Denoise PPO
Jin Fang, Jiacheng Weng, Yi Xiang, Xinwen Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-21
Meta Reinforcement Learning with Finite Training Tasks -- a Density Estimation Approach
Zohar Rimon, Aviv Tamar, Gilad Adler
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
Action
PDF
2022-06-21
TraSE: Towards Tackling Authorial Style from a Cognitive Science Perspective
Ronald Wilson, Avanti Bhandarkar, Damon Woodard
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-21
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning
Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
PDF
2022-06-21
Making the case for audience design in conversational AI: Rapport expectations and language ideologies in a task-oriented chatbot
Doris Dippold
arXiv_AI
arXiv_AI
Survey
Action
Medical
QA
PDF
2022-06-21
Learning Continuous Rotation Canonicalization with Radial Beam Sampling
Johann Schmidt, Sebastian Stober
arXiv_AI
arXiv_AI
Pose
CNN
Prediction
PDF
2022-06-21
Learning Neuro-Symbolic Skills for Bilevel Planning
Tom Silver, Ashay Athalye, Joshua B. Tenenbaum, Tomas Lozano-Perez, Leslie Pack Kaelbling
arXiv_AI
arXiv_AI
Sparse
Action
PDF
2022-06-21
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
Jiayi Weng, Min Lin, Shengyi Huang, Bo Liu, Denys Makoviichuk, Viktor Makoviychuk, Zichen Liu, Yufan Song, Ting Luo, Yukun Jiang, Zhongwen Xu, Shuicheng Yan
arXiv_AI
arXiv_AI
Reinforcement_Learning
Attention
PDF
2022-06-21
Uncertainty Quantification for Competency Assessment of Autonomous Agents
Aastha Acharya, Rebecca Russell, Nisar R. Ahmed
arXiv_AI
arXiv_AI
Autonomous
PDF
2022-06-21
FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity
Guanghao Li, Yue Hu, Miao Zhang, Ji Liu, Quanjun Yin, Yong Peng, Dejing Dou
arXiv_AI
arXiv_AI
Pose
Classification
PDF
2022-06-21
Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees
Esmaeil Seraj, Andrew Silva, Matthew Gombolay
arXiv_AI
arXiv_AI
Tracking
Reinforcement_Learning
Pose
Quantitative
PDF
2022-06-21
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery
Yoshitomo Matsubara, Naoya Chiba, Ryo Igarashi, Tatsunori Taniai, Yoshitaka Ushiku
arXiv_AI
arXiv_AI
Transformer
Review
Pose
PDF
2022-06-21
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah, Marco Rolandi, Marcella Gomez, Narges Norouzi
arXiv_AI
arXiv_AI
Embedding
Tracking
Self-Supervised
Pose
Classification
Medical
PDF
2022-06-21
EpiGRAF: Rethinking training of 3D GANs
Ivan Skorokhodov, Sergey Tulyakov, Yiqun Wang, Peter Wonka
arXiv_AI
arXiv_AI
3D
Optimization
GAN
PDF
2022-06-21
Neural Transformers for Intraductal Papillary Mucosal Neoplasms Classification in MRI images
Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
arXiv_AI
arXiv_AI
Transformer
Surveillance
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-06-21
Large Language Models Still Can't Plan
Karthik Valmeekam, Alberto Olmo, Sarath Sreedharan, Subbarao Kambhampati
arXiv_AI
arXiv_AI
Pose
Action
Language_Model
PDF
2022-06-21
An Automatic and Efficient BERT Pruning for Edge AI Systems
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
arXiv_AI
arXiv_AI
Transformer
OCR
Bert
Pose
Deep_Learning
Relation
Inference
PDF
2022-06-21
Graphical Join: A New Physical Join Algorithm for RDBMSs
Ali Mohammadi Shanghooshabad, Peter Triantafillou
arXiv_AI
arXiv_AI
Inference
PDF
2022-06-21
Rethinking Audio-visual Synchronization for Active Speaker Detection
Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Detection
Attention
PDF
2022-06-21
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
arXiv_AI
arXiv_AI
Sparse
Pose
Relation
Inference
PDF
2022-06-21
CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework
Xiaofeng Li, Bin Ren, Xipeng Shen, Yanzhi Wang
arXiv_AI
arXiv_AI
Transformer
Bert
Optimization
Autonomous
PDF
2022-06-21
WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning
Xueyang Wu, Shengqi Tan, Qian Xu, Qiang Yang
arXiv_AI
arXiv_AI
Pose
Face
Attention
PDF
2022-06-21
Using EBGAN for Anomaly Intrusion Detection
Yi Cui, Wenfeng Shen, Jian Zhang, Weijia Lu, Chuang Liu, Lin Sun, Si Chen
arXiv_AI
arXiv_AI
Reconstruction
Adversarial
Detection
GAN
PDF
2022-06-21
Interpretable Deep Causal Learning for Moderation Effects
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
arXiv_AI
arXiv_AI
Regularization
Pose
Relation
PDF
2022-06-21
World of Bugs: A Platform for Automated Bug Detection in 3D Video Games
Benedict Wilkins, Kostas Stathis
arXiv_AI
arXiv_AI
3D
Detection
PDF
2022-06-21
Large region targets observation scheduling by multiple satellites using resampling particle swarm optimization
Yi Gu, Chao Han, Yuhan Chen, Shenggang Liu, Xinwei Wang
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-21
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
Rui-Jie Zhu, Qihang Zhao, Tianjing Zhang, Haoyu Deng, Yule Duan, Malu Zhang, Liang-Jian Deng
arXiv_AI
arXiv_AI
Gesture
Pose
Action
Classification
Deep_Learning
Relation
Attention
CNN
PDF
2022-06-21
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations
Marius Kurz, Philipp Offenhäuser, Andrea Beck
arXiv_AI
arXiv_AI
Reinforcement_Learning
CNN
PDF
2022-06-21
Deep Learning Eliminates Massive Dust Storms from Images of Tianwen-1
Hongyu Li, Jia Li, Xin Ren, Long Xu
arXiv_AI
arXiv_AI
Knowledge
Pose
Quantitative
Deep_Learning
PDF
2022-06-21
Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks
Jinsong Chen, Boyu Li, Qiuting He, Kun He
arXiv_AI
arXiv_AI
Pose
Classification
Relation
CNN
PDF
2022-06-21
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning
Hidetaka Kamigaito, Katsuhiko Hayashi
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
PDF
2022-06-21
Insights into Pre-training via Simpler Synthetic Tasks
Yuhuai Wu, Felix Li, Percy Liang
arXiv_AI
arXiv_AI
Matching
PDF
2022-06-21
Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning
Ali Lotfi Rezaabad, Sidharth Kumar, Sriram Vishwanath, Jonathan I. Tamir
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Few-Shot
PDF
2022-06-21
Automatic Controllable Product Copywriting for E-Commerce
Xiaojie Guo, Qingkai Zeng, Meng Jiang, Yun Xiao, Bo Long, Lingfei Wu
arXiv_AI
arXiv_AI
Weakly_Supervised
Pose
Action
Text_Generation
Language_Model
Recommendation
PDF
2022-06-21
Model-Based Imitation Learning Using Entropy Regularization of Model and Policy
Eiji Uchibe
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
GAN
PDF
2022-06-21
One-stage Action Detection Transformer
Lijun Li, Li'an Zhuo, Bang Zhang
arXiv_AI
arXiv_AI
Transformer
Pose
Action
Detection
PDF
2022-06-21
Early Recall, Late Precision: Multi-Robot Semantic Object Mapping under Operational Constraints in Perceptually-Degraded Environments
Xianmei Lei, Taeyeon Kim, Nicolas Marchal, Daniel Pastor, Barry Ridge, Frederik Schöller, Edward Terry, Fernando Chavez, Thomas Touma, Kyohei Otsu, Ali Agha
arXiv_AI
arXiv_AI
Pose
Autonomous
PDF
2022-06-20
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Pose
Classification
Medical
PDF
2022-06-20
Identifiability of deep generative models under mixture priors without auxiliary information
Bohdan Kivva, Goutham Rajendran, Pradeep Ravikumar, Bryon Aragam
arXiv_AI
arXiv_AI
Unsupervised
Pose
PDF
2022-06-20
Understanding a Robot's Guiding Ethical Principles via Automatically Generated Explanations
Benjamin Krarup, Felix Lindner, Senka Krivic, Derek Long
arXiv_AI
arXiv_AI
Action
PDF
2022-06-20
Deep Learning Models on CPUs: A Methodology for Efficient Training
Quchen Fu, Ramesh Chukka, Keith Achorn, Thomas Atta-fosu, Deepak R. Canchi, Zhongwei Teng, Jules White, Douglas C. Schmidt
arXiv_AI
arXiv_AI
Optimization
Deep_Learning
PDF
2022-06-20
Intention-Aware Navigation in Crowds with Extended-Space POMDP Planning
Himanshu Gupta, Bradley Hayes, Zachary Sunberg
arXiv_AI
arXiv_AI
Pose
Autonomous
PDF
2022-06-20
DNA: Proximal Policy Optimization with a Dual Network Architecture
Mathew Aitchison, Penny Sweetser
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
PDF
2022-06-20
Penalty Weights in QUBO Formulations: Permutation Problems
Mayowa Ayodele
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-20
Limitations of the NTK for Understanding Generalization in Deep Learning
Nikhil Vyas, Yamini Bansal, Preetum Nakkiran
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-20
Model Optimization in Imbalanced Regression
Aníbal Silva, Rita P. Ribeiro, Nuno Moniz
arXiv_AI
arXiv_AI
Optimization
Classification
Prediction
PDF
2022-06-20
Thompson Sampling Efficiently Learns to Control Diffusion Processes
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Action
PDF
2022-06-20
Global Context Vision Transformers
Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov
arXiv_AI
arXiv_AI
Transformer
Segmentation
Semantic_Segmentation
Pose
Action
Classification
Detection
Object_Detection
Attention
Image_Classification
PDF
2022-06-20
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov
arXiv_AI
arXiv_AI
Quantization
Knowledge
Pose
Detection
CNN
Prediction
QA
PDF
2022-06-20
Quantum machine learning channel discrimination
Andrey Kardashin, Anna vlasova, Anastasia Pervishko, Dmitry Yudin, Jacob Biamonte
arXiv_AI
arXiv_AI
Embedding
Classification
PDF
2022-06-20
WOLONet: Wave Outlooker for Efficient and High Fidelity Speech Synthesis
Yi Wang, Yi Si
arXiv_AI
arXiv_AI
Speech
Pose
GAN
CNN
PDF
2022-06-20
Variational Quantum and Quantum-Inspired Clustering
Pablo Bermejo, Roman Orus
arXiv_AI
arXiv_AI
Bert
Optimization
PDF
2022-06-20
Latent Variable Modelling Using Variational Autoencoders: A survey
Vasanth Kalingeri
arXiv_AI
arXiv_AI
Survey
Deep_Learning
PDF
2022-06-20
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games
Robert Loftin, Frans A. Oliehoek
arXiv_AI
arXiv_AI
PDF
2022-06-20
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
Eugene Vinitsky, Nathan Lichtlé, Xiaomeng Yang, Brandon Amos, Jakob Foerster
arXiv_AI
arXiv_AI
Action
Inference
PDF
2022-06-20
Towards Using Promises for Multi-Agent Cooperation in Goal Reasoning
Daniel Swoboda, Till Hofmann, Tarik Viehmann, Gerhard Lakemeyer
arXiv_AI
arXiv_AI
Pose
Action
PDF
2022-06-20
Business Document Information Extraction: Towards Practical Benchmarks
Matyáš Skalický, Štěpán Šimsa, Michal Uřičář, Milan Šulc
arXiv_AI
arXiv_AI
Recognition
Review
Action
PDF
2022-06-20
The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning
Cherie M Poland
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-20
A Distributional Approach for Soft Clustering Comparison and Evaluation
Andrea Campagner, Davide Ciucci, Thierry Denœux
arXiv_AI
arXiv_AI
Pose
Attention
PDF
2022-06-20
SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training
Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xia, Tao Qin, Haiguang Liu, Tie-Yan Liu
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Action
Deep_Learning
Attention
Language_Model
Prediction
PDF
2022-06-20
Actively learning to learn causal relationships
Chentian Jiang, Christopher G. Lucas
arXiv_AI
arXiv_AI
Pose
Action
Detection
Relation
Object_Detection
PDF
2022-06-20
Guided Safe Shooting: model based reinforcement learning with safety constraints
Giuseppe Paolo, Jonas Gonzalez-Billandon, Albert Thomas, Balázs Kégl
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-20
Developing a Free and Open-source Automated Building Exterior Crack Inspection Software for Construction and Facility Managers
Pi Ko, Samuel A. Prieto, Borja Garcia de Soto
arXiv_AI
arXiv_AI
Segmentation
Quantitative
Detection
Drone
Prediction
PDF
2022-06-20
An Ontological Approach to Analysing Social Service Provisioning
Mark S. Fox, Bart Gajderowicz, Daniela Rosu, Alina Turner, Lester Lyu
arXiv_AI
arXiv_AI
Tracking
Knowledge
Knowledge_Graph
Pose
Ontology
GAN
PDF
2022-06-20
Great Expectations: Unsupervised Inference of Suspense, Surprise and Salience in Storytelling
David Wilmot
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Self-Supervised
Deep_Learning
Inference
PDF
2022-06-20
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
arXiv_AI
arXiv_AI
Salient
Knowledge
Pose
Classification
PDF
2022-06-20
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL
Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Pose
Action
QA
PDF
2022-06-20
Neural Activation Patterns : Visual Explainability of Learned Concepts
Alex Bäuerle, Daniel Jönsson, Timo Ropinski
arXiv_AI
arXiv_AI
PDF
2022-06-20
Performance Prediction in Major League Baseball by Long Short-Term Memory Networks
Hsuan-Cheng Sun, Tse-Yu Lin, Yen-Lung Tsai
arXiv_AI
arXiv_AI
Memory_Networks
Deep_Learning
Prediction
PDF
2022-06-20
A Symbolic Approach for Counterfactual Explanations
Ryma Boumazouza (UA, CNRS, CRIL), Fahima Cheikh-Alili (UA, CNRS, CRIL), Bertrand Mazure (UA, CNRS, CRIL), Karim Tabia (UA, CNRS, CRIL)
arXiv_AI
arXiv_AI
Knowledge
Pose
Prediction
PDF
2022-06-20
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
Lukas-Valentin Herm, Kai Heinrich, Jonas Wanner, Christian Janiesch
arXiv_AI
arXiv_AI
PDF
2022-06-20
Sampling Efficient Deep Reinforcement Learning through Preference-Guided Stochastic Exploration
Wenhui Huang, Cong Zhang, Jingda Wu, Xiangkun He, Jie Zhang, Chen Lv
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-20
Autoencoder-based Attribute Noise Handling Method for Medical Data
Thomas Ranvier (LIRIS, DM2L), Haytham Elgazel (LIRIS, DM2L), Emmanuel Coquery (LIRIS), Khalid Benabdeslem (LIRIS, DM2L)
arXiv_AI
arXiv_AI
Pose
Medical
Inference
PDF
2022-06-20
Generating Diverse Indoor Furniture Arrangements
Ya-Chuan Hsu, Matthew C. Fontaine, Sam Earle, Maria Edwards, Julian Togelius, Stefanos Nikolaidis
arXiv_AI
arXiv_AI
Adversarial
GAN
PDF
2022-06-20
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer
Jeewon Jeon, Woojun Kim, Whiyoung Jung, Youngchul Sung
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Pose
Action
PDF
2022-06-20
S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?
Shuang Luo, Yinchuan Li, Jiahui Li, Kun Kuang, Furui Liu, Yunfeng Shao, Chao Wu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Pose
Attention
Inference
PDF
2022-06-20
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation
Hyunsu Rhee, Dongchan Min, Sunil Hwang, Bruno Andreis, Sung Ju Hwang
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Autonomous
Inference
PDF
2022-06-20
From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning
Zhiuxan Liang, Jiannong Cao, Shan Jiang, Divya Saxena, Jinlin Chen, Huafeng Xu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Action
Attention
PDF
2022-06-20
5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation
Wangwang Yang, Jinming Su, Yiting Duan, Tingyi Guo, Junfeng Luo
arXiv_AI
arXiv_AI
Segmentation
Pose
Deep_Learning
PDF
2022-06-20
FedSSO: A Federated Server-Side Second-Order Optimization Algorithm
Xin Ma, Renyi Bao, Jinpeng Jiang, Yang Liu, Arthur Jiang, Jun Yan, Xin Liu, Zhisong Pan
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-20
C-SENN: Contrastive Self-Explaining Neural Network
Yoshihide Sawada, Keigo Nakamura
arXiv_AI
arXiv_AI
Unsupervised
Contrastive_Learning
Autonomous
PDF
2022-06-20
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
Rahil Parikh, Gaspar Rochette, Carol Espy-Wilson, Shihab Shamma
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Speech
Pose
PDF
2022-06-20
Good Time to Ask: A Learning Framework for Asking for Help in Embodied Visual Navigation
Jenny Zhang, Samson Yu, Jiafei Duan, Cheston Tan
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-20
Eliminating The Impossible, Whatever Remains Must Be True
Jinqiang Yu, Alexey Ignatiev, Peter J. Stuckey, Nina Narodytska, Joao Marques-Silva
arXiv_AI
arXiv_AI
Knowledge
Prediction
PDF
2022-06-20
Policy Optimization with Linear Temporal Logic Constraints
Cameron Voloshin, Hoang M. Le, Swarat Chaudhuri, Yisong Yue
arXiv_AI
arXiv_AI
Optimization
Action
PDF
2022-06-20
Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space
Tomoharu Iwata, Atsutoshi Kumagai
arXiv_AI
arXiv_AI
Gradient_Descent
Pose
Detection
PDF
2022-06-20
Extracting Fast and Slow: User-Action Embedding with Inter-temporal Information
Akira Matsui, Emilio Ferrara
arXiv_AI
arXiv_AI
Embedding
Pose
Action
PDF
2022-06-20
Hands-on Wireless Sensing with Wi-Fi: A Tutorial
Zheng Yang, Yi Zhang, Guoxuan Chi, Guidong Zhang
arXiv_AI
arXiv_AI
Recognition
Gesture
RNN
Adversarial
Pose
Action
Deep_Learning
Detection
PDF
2022-06-20
Temporal Link Prediction via Adjusted Sigmoid Function and 2-Simplex Sructure
Ruizhi Zhang, Qiaozi Wang, Qiming Yang, Wei Wei
arXiv_AI
arXiv_AI
Sparse
Pose
Prediction
PDF
2022-06-19
Hybrid Facial Expression Recognition Model for Real-Time Emotion Classification and Prediction
Ozioma Collins Oguine (1), Kaleab Alamayehu Kinfu (2), Kanyifeechukwu Jane Oguine (1), Hashim Ibrahim Bisallah (1), Daniel Ofuani (1) ((1) Department of Computer Science, University of Abuja, Nigeria, (2) Department of Computer Science, Johns Hopkins University, Baltimore, USA)
arXiv_AI
arXiv_AI
Recognition
Pose
Emotion
Action
Classification
Deep_Learning
CNN
Prediction
PDF
2022-06-19
A Parallel Implementation of Computing Mean Average Precision
Beinan Wang
arXiv_AI
arXiv_AI
Pose
Detection
Object_Detection
Inference
PDF
2022-06-19
Navigating Incommensurability Between Ethnomethodology, Conversation Analysis, and Artificial Intelligence
Stuart Reeves
arXiv_AI
arXiv_AI
PDF
2022-06-19
Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning
Se-Wook Yoo, Seung-Woo Seo
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
PDF
2022-06-19
Artificial intelligence system based on multi-value classification of fully connected neural network for construction management
Tetyana Honcharenko, Roman Akselrod, Andrii Shpakov, Oleksandr Khomenko
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
PDF
2022-06-19
Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting
Meng-Ju Tsai, Zhiyong Cui, Hao (Frank) Yang, Yinhai Wang
arXiv_AI
arXiv_AI
Transformer
Pose
Relation
Prediction
PDF
2022-06-19
3D Object Detection for Autonomous Driving: A Review and New Outlooks
Jiageng Mao, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li
arXiv_AI
arXiv_AI
3D
Review
Survey
Detection
Object_Detection
Attention
Autonomous
Prediction
PDF
2022-06-19
All you need is feedback: Communication with block attention feedback codes
Emre Ozfatura, Yulin Shao, Alberto Perotti, Branislav Popovic, Deniz Gunduz
arXiv_AI
arXiv_AI
Deep_Learning
Attention
PDF
2022-06-19
Bounding Evidence and Estimating Log-Likelihood in VAE
Łukasz Struski, Marcin Mazur, Paweł Batorski, Przemysław Spurek, Jacek Tabor
arXiv_AI
arXiv_AI
Pose
Deep_Learning
PDF
2022-06-19
Prevent Car Accidents by Using AI
Sri Siddhartha Reddy Gudemupati, Yen Ling Chao, Lakshmi Praneetha Kotikalapudi, Ebrima Ceesay
arXiv_AI
arXiv_AI
Prediction
PDF
2022-06-19
ADBench: Anomaly Detection Benchmark
Songqiao Han, Xiyang Hu, Hailiang Huang, Mingqi Jiang, Yue Zhao
arXiv_AI
arXiv_AI
Knowledge
Pose
Detection
PDF
2022-06-19
Agricultural Plantation Classification using Transfer Learning Approach based on CNN
Uphar Singh, Tushar Musale, Ranjana Vyas, O.P.Vyas (Indian Institute of Information Technology, Allahabad, India)
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Classification
Deep_Learning
CNN
PDF
2022-06-19
Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study
Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
2022-06-19
Graph Neural Network Aided MU-MIMO Detectors
Alva Kosasih, Vincent Onasis, Vera Miloslavskaya, Wibowo Hardjawana, Victor Andrean, Branka Vucetic
arXiv_AI
arXiv_AI
Pose
Detection
Object_Detection
PDF
2022-06-19
mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection
Lalith Sharan, Halvar Kelm, Gabriele Romano, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
arXiv_AI
arXiv_AI
Tracking
Object_Tracking
Pose
Detection
Object_Detection
GAN
Medical
PDF
2022-06-19
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Language_Model
Recommendation
PDF
2022-06-19
Modeling Transformative AI Risks Project -- Summary Report
Sam Clarke, Ben Cottier, Aryeh Englander, Daniel Eth, David Manheim, Samuel Dylan Martin, Issa Rice
arXiv_AI
arXiv_AI
Optimization
Review
Quantitative
Relation
PDF
2022-06-19
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
Junchi Yu, Jian Liang, Ran He
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-19
Bayesian Optimization under Stochastic Delayed Feedback
Arun Verma, Zhongxiang Dai, Bryan Kian Hsiang Low
arXiv_AI
arXiv_AI
Optimization
Pose
Recommendation
PDF
2022-06-19
An Embedded Feature Selection Framework for Control
Jiawen Wei, Fangyuan Wang, Wanxin Zeng, Wenwei Lin, Ning Gui
arXiv_AI
arXiv_AI
Reinforcement_Learning
Quantitative
PDF
2022-06-19
Knowledge Learning with Crowdsourcing: A Brief Review and Systematic Perspective
Jing Zhang
arXiv_AI
arXiv_AI
Knowledge
Review
Survey
PDF
2022-06-19
Robust Imitation Learning against Variations in Environment Dynamics
Jongseong Chae, Seungyul Han, Whiyoung Jung, Myungsik Cho, Sungho Choi, Youngchul Sung
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-19
Laziness, Barren Plateau, and Noise in Machine Learning
Junyu Liu, Zexi Lin, Liang Jiang
arXiv_AI
arXiv_AI
Gradient_Descent
Optimization
PDF
2022-06-18
DECK: Model Hardening for Defending Pervasive Backdoors
Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
arXiv_AI
arXiv_AI
Adversarial
Pose
PDF
2022-06-18
Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches
Abhinav Lalwani, Aman Saraiya, Apoorv Singh, Aditya Jain, Tirtharaj Dash
arXiv_AI
arXiv_AI
Classification
Prediction
PDF
2022-06-18
Reduced Robust Random Cut Forest for Out-Of-Distribution detection in machine learning models
Harsh Vardhan, Janos Sztipanovits
arXiv_AI
arXiv_AI
Detection
Inference
Prediction
PDF
2022-06-18
EST: Evaluating Scientific Thinking in Artificial Agents
Manjie Xu, Guangyuan Jiang, Chi Zhang, Song-Chun Zhu, Yixin Zhu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Detection
Inference
PDF
2022-06-18
EEML: Ensemble Embedded Meta-learning
Geng Li, Boyuan Ren, Hongzhi Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Few-Shot
GAN
Matching
PDF
2022-06-18
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving
Luca Carminati, Federico Cacciamani, Marco Ciccone, Nicola Gatti
arXiv_AI
arXiv_AI
Adversarial
Pose
Face
Action
Relation
PDF
2022-06-18
Perceptual Optimization of a Biologically-Inspired Tone Mapping Operator
Peibei Cao, Chenyang Le, Yuming Fang, Kede Ma
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-18
Replacing Labeled Real-image Datasets with Auto-generated Contours
Hirokatsu Kataoka, Ryo Hayamizu, Ryosuke Yamada, Kodai Nakashima, Sora Takashima, Xinyu Zhang, Edgar Josafat Martinez-Noriega, Nakamasa Inoue, Rio Yokota
arXiv_AI
arXiv_AI
Transformer
Contour
PDF
2022-06-18
Deep Inverse Reinforcement Learning for Route Choice Modeling
Zhan Zhao, Yuebing Liang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Adversarial
Pose
Deep_Learning
Relation
PDF
2022-06-18
VReBERT: A Simple and Flexible Transformer for Visual Relationship Detection
Yu Cui, Moshiur Farazi
arXiv_AI
arXiv_AI
Transformer
Bert
Zero-Shot
Pose
Detection
Relation
Visual_Relation
Prediction
PDF
2022-06-18
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problem
Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
GAN
PDF
2022-06-18
From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms
Weijie Zheng, Benjamin Doerr
arXiv_AI
arXiv_AI
Optimization
Quantitative
PDF
2022-06-18
Comment on Transferability and Input Transformation with Additive Noise
Hoki Kim, Jinseong Park, Jaewook Lee
arXiv_AI
arXiv_AI
Optimization
Adversarial
Classification
Deep_Learning
Relation
PDF
2022-06-18
Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning
Jaehoon Oh, Se-Young Yun
arXiv_AI
arXiv_AI
Knowledge
Pose
Few-Shot
PDF
2022-06-18
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
Tejas Srinivasan, Ting-Yun Chang, Leticia Leonor Pinto Alva, Georgios Chochlakis, Mohammad Rostami, Jesse Thomason
arXiv_AI
arXiv_AI
Transformer
Knowledge
Language_Model
PDF
2022-06-17
Stop Overcomplicating Selective Classification: Use Max-Logit
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir Abdi
arXiv_AI
arXiv_AI
Pose
Classification
PDF
2022-06-17
Designing MacPherson Suspension Architectures using Bayesian Optimization
Sinnu Susan Thomas, Jacopo Palandri, Mohsen Lakehal-ayat, Punarjay Chakravarty, Friedrich Wolf-Monheim, Matthew B. Blaschko
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-17
Uniform and Modular Sequent Systems for Description Logics
Tim Lyon, Jonas Karge
arXiv_AI
arXiv_AI
Relation
PDF
2022-06-17
Towards Efficient Active Learning of PDFA
Franz Mayr, Sergio Yovine, Federico Pan, Nicolas Basset, Thao Dang
arXiv_AI
arXiv_AI
Quantization
Pose
PDF
2022-06-17
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-17
Actionable Guidance for High-Consequence AI Risk Management: Towards Standards Addressing AI Catastrophic Risks
Anthony M. Barrett (1), Dan Hendrycks (1), Jessica Newman (1), Brandie Nonnecke (1) ((1) UC Berkeley)
arXiv_AI
arXiv_AI
Pose
Action
Recommendation
PDF
2022-06-17
Transformer Neural Networks Attending to Both Sequence and Structure for Protein Prediction Tasks
Anowarul Kabir, Amarda Shehu
arXiv_AI
arXiv_AI
Transformer
Pose
Prediction
PDF
2022-06-17
KitBit: A New AI Model for Solving Intelligence Tests and Numerical Series
Víctor Corsino, José Manuel Gilpérez, Luis Herrera
arXiv_AI
arXiv_AI
PDF
2022-06-17
Approximate Equivariance SO Needlet Convolution
Kai Yi, Jialin Chen, Yu Guang Wang, Bingxin Zhou, Pietro Liò, Yanan Fan, Jan Hamann
arXiv_AI
arXiv_AI
Reconstruction
Embedding
Pose
CNN
PDF
2022-06-17
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
Javier Antorán, David Janz, James Urquhart Allingham, Erik Daxberger, Riccardo Barbano, Eric Nalisnick, José Miguel Hernández-Lobato
arXiv_AI
arXiv_AI
Transformer
Deep_Learning
Attention
Recommendation
PDF
2022-06-17
Fast Population-Based Reinforcement Learning on a Single Machine
Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot
arXiv_AI
arXiv_AI
Reinforcement_Learning
PDF
2022-06-17
Logic-based Reward Shaping for Multi-Agent Reinforcement Learning
Ingy ElSayed-Aly, Lu Feng
arXiv_AI
arXiv_AI
Reinforcement_Learning
PDF
2022-06-17
A Survey on Computational Intelligence-based Transfer Learning
Mohamad Zamini, Eunjin Kim
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Survey
PDF
2022-06-17
The State of Sparse Training in Deep Reinforcement Learning
Laura Graesser, Utku Evci, Erich Elsen, Pablo Samuel Castro
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
PDF
2022-06-17
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection
Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu
arXiv_AI
arXiv_AI
Adversarial
Pose
Detection
Object_Detection
PDF
2022-06-17
C-Pack of IPAs: A C90 Program Benchmark of Introductory Programming Assignments
Pedro Orvalho, Mikoláš Janota, Vasco Manquinho
arXiv_AI
arXiv_AI
PDF
2022-06-17
Rectifying Mono-Label Boolean Classifiers
Sylvie Coste-Marquis, Pierre Marquis
arXiv_AI
arXiv_AI
Knowledge
Classification
PDF
2022-06-17
Learning Fair Representation via Distributional Contrastive Disentanglement
Changdae Oh, Heeji Won, Junhyuk So, Taero Kim, Yewon Kim, Hosik Choi, Kyungwoo Song
arXiv_AI
arXiv_AI
Reconstruction
Represenation_Learning
Adversarial
Pose
Contrastive_Learning
PDF
2022-06-17
The SPACE THEA Project
Martin Spathelf, Oliver Bendel
arXiv_AI
arXiv_AI
Emotion
PDF
2022-06-17
Fast Finite Width Neural Tangent Kernel
Roman Novak, Jascha Sohl-Dickstein, Samuel S. Schoenholz
arXiv_AI
arXiv_AI
NAS
Pose
Deep_Learning
PDF
2022-06-17
You Only Derive Once : Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks
Rafael Ballester-Ripoll, Manuele Leonelli
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-17
Understanding Robust Overfitting of Adversarial Training and Beyond
Chaojian Yu, Bo Han, Li Shen, Jun Yu, Chen Gong, Mingming Gong, Tongliang Liu
arXiv_AI
arXiv_AI
Adversarial
Pose
PDF
2022-06-17
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
Lukas Wolf, Ard Kastrati, Martyna Beata Płomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
arXiv_AI
arXiv_AI
Segmentation
Tracking
Deep_Learning
Detection
Object_Detection
PDF
2022-06-17
The Sensorium competition on predicting large-scale mouse primary visual cortex activity
Konstantin F. Willeke (1 and 2 and 3), Paul G. Fahey (4 and 5), Mohammad Bashiri (1 and 2 and 3), Laura Pede (3), Max F. Burg (1 and 2 and 3 and 6), Christoph Blessing (3), Santiago A. Cadena (1 and 3 and 6), Zhiwei Ding (4 and 5), Konstantin-Klemens Lurz (1 and 2 and 3), Kayla Ponder (4 and 5), Taliah Muhammad (4 and 5), Saumil S. Patel (4 and 5), Alexander S. Ecker (3 and 7), Andreas S. Tolias (4 and 5 and 8), Fabian H. Sinz (2 and 3 and 4 and 5) ((1) International Max Planck Research School for Intelligent Systems, University of Tuebingen, Germany, (2) Institute for Bioinformatics and Medical Informatics, University of Tuebingen, Germany (3) Institute of Computer Science and Campus Institute Data Science, University of Goettingen, Germany, (4) Department of Neuroscience, Baylor College of Medicine, Houston, USA, (5) Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, USA, (6) Institute for Theoretical Physics, University of Tuebingen, Germany, (7) Max Planck Institute for Dynamics and Self-Organization, Goettingen, Germany, (8) Electrical and Computer Engineering, Rice University, Houston, USA)
arXiv_AI
arXiv_AI
Pose
Activity
PDF
2022-06-17
tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks
Rachmad Vidya Wicaksana Putra, Muhammad Shafique
arXiv_AI
arXiv_AI
Quantization
Inference
PDF
2022-06-17
MSDF: A General Open-Domain Multi-Skill Dialog Framework
Yu Zhao, Xinshuo Hu, Yunxin Li, Baotian Hu, Dongfang Li, Sichao Chen, Xiaolong Wang
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Recommendation
PDF
2022-06-17
A Graph-Enhanced Click Model for Web Search
Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Shuai Li, Ruiming Tang, Xiuqiang He, Jianye Hao, Yong Yu
arXiv_AI
arXiv_AI
Pose
Action
Prediction
PDF
2022-06-17
Medical Dialogue Response Generation with Pivotal Information Recalling
Yu Zhao, Yunxin Li, Yuxiang Wu, Baotian Hu, Qingcai Chen, Xiaolong Wang, Yuxin Ding, Min Zhang
arXiv_AI
arXiv_AI
Knowledge
Pose
Relation
Attention
Medical
Language_Model
PDF
2022-06-17
An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages
Lingyue Fu, Jianghao Lin, Weiwen Liu, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu
arXiv_AI
arXiv_AI
Tracking
Pose
Face
Action
Prediction
PDF
2022-06-17
A Flexible Diffusion Model
Weitao Du, Tao Yang, He Zhang, Yuanqi Du
arXiv_AI
arXiv_AI
Point_Cloud
Optimization
Pose
PDF
2022-06-17
SOS: Score-based Oversampling for Tabular Data
Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho
arXiv_AI
arXiv_AI
Style_Transfer
Knowledge
Adversarial
Pose
GAN
PDF
2022-06-17
Accelerating Shapley Explanation via Contributive Cooperator Selection
Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-17
A Parametric Class of Approximate Gradient Updates for Policy Optimization
Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans
arXiv_AI
arXiv_AI
Optimization
PDF
2022-06-17
Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Joseph Stember, Danielle Stember, Luca Pasquini, Jenabi Merhnaz, Andrei Holodny, Hrithwik Shalu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Classification
Deep_Learning
Prediction
PDF
2022-06-17
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik
arXiv_AI
arXiv_AI
Embedding
Recognition
Self-Supervised
Pose
Detection
Activity
PDF
2022-06-17
Yankee Swap: a Fast and Simple Fair Allocation Mechanism for Matroid Rank Valuations
Vignesh Viswanathan, Yair Zick
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-17
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface
Byeong-Hoo Lee, Jeong-Hyun Cho, Byoung-Hee Kwon, Seong-Whan Lee
arXiv_AI
arXiv_AI
Sparse
Adversarial
Pose
Face
Classification
Prediction
PDF
2022-06-17
TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning
Jinlin Xiang, Eli Shlizerman
arXiv_AI
arXiv_AI
Knowledge
Pose
Inference
PDF
2022-06-17
Debugging using Orthogonal Gradient Descent
Narsimha Chilkuri, Chris Eliasmith
arXiv_AI
arXiv_AI
Gradient_Descent
PDF
2022-06-16
XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
Ming Zhu, Aneesh Jain, Karthik Suresh, Roshan Ravindran, Sindhu Tipirneni, Chandan K. Reddy
arXiv_AI
arXiv_AI
Knowledge
Summarization
PDF
2022-06-16
Belief-Desire-Intention Multi-agent System for Cloud Marketplace Negotiation
Saurabh Deochake
arXiv_AI
arXiv_AI
Pose
Autonomous
PDF
2022-06-16
Quantifying Feature Contributions to Overall Disparity Using Information Theory
Sanghamitra Dutta, Praveen Venkatesh, Pulkit Grover
arXiv_AI
arXiv_AI
PDF
2022-06-16
GOOD: A Graph Out-of-Distribution Benchmark
Shurui Gui, Xiner Li, Limei Wang, Shuiwang Ji
arXiv_AI
arXiv_AI
Prediction
PDF
2022-06-16
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
arXiv_AI
arXiv_AI
Pose
Survey
Prediction
PDF
2022-06-16
Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning
Safa Alver, Doina Precup
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
PDF
2022-06-16
The Case for a Wholistic Serverless Programming Paradigm and Full Stack Automation for AI and Beyond -- The Philosophy of Jaseci and Jac
Jason Mars
arXiv_AI
arXiv_AI
Optimization
Action
PDF
2022-06-16
Learning to Teach Fairness-aware Deep Multi-task Learning
Arjun Roy, Eirini Ntoutsi
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-16
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation
Sebastian Ament, Carla Gomes
arXiv_AI
arXiv_AI
3D
Optimization
PDF
2022-06-16
Interaction-Grounded Learning with Action-inclusive Feedback
Tengyang Xie, Akanksha Saran, Dylan J. Foster, Lekan Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
arXiv_AI
arXiv_AI
Face
Action
PDF
2022-06-16
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé, Alicia Curth, Ioana Bica, Mihaela van der Schaar
arXiv_AI
arXiv_AI
Knowledge
Medical
Prediction
PDF
2022-06-16
Is Power-Seeking AI an Existential Risk?
Joseph Carlsmith
arXiv_AI
arXiv_AI
PDF
2022-06-16
MixGen: A New Multi-Modal Data Augmentation
Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li
arXiv_AI
arXiv_AI
Zero-Shot
Represenation_Learning
Deep_Learning
Relation
VQA
QA
PDF
2022-06-16
OmniMAE: Single Model Masked Pretraining on Images and Videos
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
arXiv_AI
arXiv_AI
Transformer
PDF
2022-06-16
Know your audience: specializing grounded language models with the game of Dixit
Aaditya K. Singh, David Ding, Andrew Saxe, Felix Hill, Andrew K. Lampinen
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Attention
Language_Model
PDF
2022-06-16
BYOL-Explore: Exploration by Bootstrapped Prediction
Zhaohan Daniel Guo, Shantanu Thakoor, Miruna Pîslar, Bernardo Avila Pires, Florent Altché, Corentin Tallec, Alaa Saade, Daniele Calandriello, Jean-Bastien Grill, Yunhao Tang, Michal Valko, Rémi Munos, Mohammad Gheshlaghi Azar, Bilal Piot
arXiv_AI
arXiv_AI
Action
Prediction
PDF
2022-06-16
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
Maribeth Rauh, John Mellor, Jonathan Uesato, Po-Sen Huang, Johannes Welbl, Laura Weidinger, Sumanth Dathathri, Amelia Glaese, Geoffrey Irving, Iason Gabriel, William Isaac, Lisa Anne Hendricks
arXiv_AI
arXiv_AI
Language_Model
PDF
2022-06-16
Equivariant Descriptor Fields: SE-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning
Hyunwoo Ryu, Jeong-Hoon Lee, Hong-in Lee, Jongeun Choi
arXiv_AI
arXiv_AI
Point_Cloud
Knowledge
Pose
PDF
2022-06-16
Switchable Representation Learning Framework with Self-compatibility
Shengsen Wu, Yan Bai, Yihang Lou, Xiongkun Linghu, Jianzhong He, Tao Bai, Ling-Yu Duan
arXiv_AI
arXiv_AI
Optimization
Represenation_Learning
Pose
Face
PDF
2022-06-16
Alternative models: Critical examination of disability definitions in the development of artificial intelligence technologies
Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser
arXiv_AI
arXiv_AI
Relation
Medical
PDF
2022-06-16
'John ate 5 apples' != 'John ate some apples': Self-Supervised Paraphrase Quality Detection for Algebraic Word Problems
Rishabh Gupta, Venktesh V, Mukesh Mohania, Vikram Goyal
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Detection
PDF
2022-06-16
Catastrophic overfitting is a bug but also a feature
Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Gregory Rogéz, Philip H.S. Torr
arXiv_AI
arXiv_AI
Adversarial
PDF
2022-06-16
Deep Learning Architecture for Automatic Essay Scoring
Tsegaye Misikir Tashu, Chandresh Kumar Maurya, Tomas Horvath
arXiv_AI
arXiv_AI
Embedding
RNN
Pose
Deep_Learning
CNN
PDF
2022-06-16
Inherent Inconsistencies of Feature Importance
Nimrod Harel, Ran Gilad-Bachrach, Uri Obolski
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-16
Asymptotic Soft Cluster Pruning for Deep Neural Networks
Tao Niu, Yinglei Teng, Panpan Zou
arXiv_AI
arXiv_AI
Reconstruction
Pose
Action
PDF
2022-06-16
UAVs Beneath the Surface: Cooperative Autonomy for Subterranean Search and Rescue in DARPA SubT
Matej Petrlik, Pavel Petracek, Vit Kratky, Tomas Musil, Yurii Stasinchuk, Matous Vrba, Tomas Baca, Daniel Hert, Martin Pecka, Tomas Svoboda, Martin Saska
arXiv_AI
arXiv_AI
3D
Pose
Face
Quantitative
Detection
Autonomous
PDF
2022-06-16
Nucleus Segmentation and Analysis in Breast Cancer with the MIScnn Framework
Adrian Pfleiderer, Dominik Müller, Frank Kramer
arXiv_AI
arXiv_AI
Segmentation
CNN
PDF
2022-06-16
K-Radar: 4D Radar Object Detection Dataset and Benchmark for Autonomous Driving in Various Weather Conditions
Dong-Hee Paek, Seung-Hyun Kong, Kevin Tirta Wijaya
arXiv_AI
arXiv_AI
3D
Deep_Learning
Detection
Object_Detection
Autonomous
PDF
2022-06-16
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
Penghao Wu, Xiaosong Jia, Li Chen, Junchi Yan, Hongyang Li, Yu Qiao
arXiv_AI
arXiv_AI
Pose
Action
Relation
Autonomous
Prediction
PDF
2022-06-16
Closed-Form Diffeomorphic Transformations for Time Series Alignment
Iñigo Martinez, Elisabeth Viles, Igor G. Olaizola
arXiv_AI
arXiv_AI
Optimization
Deep_Learning
PDF
2022-06-16
Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation
Lei Guo, Jinyu Zhang, Tong Chen, Xinhua Wang, Hongzhi Yin
arXiv_AI
arXiv_AI
Reinforcement_Learning
RNN
Pose
Action
Attention
Recommendation
PDF
2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
Julian Gebele, Bonifaz Stuhr, Johann Haselberger
arXiv_AI
arXiv_AI
Unsupervised
Self-Supervised
Pose
Detection
Autonomous
PDF
2022-06-16
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling
Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Enrico Macii, Massimo Poncino, Sara Vinco
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-16
Neural Scene Representation for Locomotion on Structured Terrain
David Hoeller, Nikita Rudin, Christopher Choy, Animashree Anandkumar, Marco Hutter
arXiv_AI
arXiv_AI
Reconstruction
Point_Cloud
3D
Sparse
Pose
CNN
PDF
2022-06-16
Reinforcement Learning in Macroeconomic Policy Design: A New Frontier?
Callum Tilbury
arXiv_AI
arXiv_AI
Reinforcement_Learning
Review
Survey
PDF
2022-06-16
Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation
Lei Guo, Jinyu Zhang, Li Tang, Tong Chen, Lei Zhu, Hongzhi Yin
arXiv_AI
arXiv_AI
Represenation_Learning
RNN
Knowledge
Pose
Relation
Attention
Recommendation
PDF
2022-06-16
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities
Xueliang Wang, Jiajun Chen, Feng Wu, Jie Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
2022-06-16
MoDi: Unconditional Motion Synthesis from Diverse Data
Sigal Raab, Inbal Leibovitch, Peizhuo Li, Kfir Aberman, Olga Sorkine-Hornung, Daniel Cohen-Or
arXiv_AI
arXiv_AI
Unsupervised
Pose
Quantitative
GAN
PDF
2022-06-16
Patch-level Representation Learning for Self-supervised Vision Transformers
Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin
arXiv_AI
arXiv_AI
Transformer
Segmentation
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Detection
Relation
Object_Detection
Attention
CNN
Prediction
PDF
2022-06-16
Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination
Jiafei Lyu, Xiu Li, Zongqing Lu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-16
PreCogIIITH at HinglishEval : Leveraging Code-Mixing Metrics & Language Model Embeddings To Estimate Code-Mix Quality
Prashant Kodali, Tanmay Sachan, Akshay Goindani, Anmol Goel, Naman Ahuja, Manish Shrivastava, Ponnurangam Kumaraguru
arXiv_AI
arXiv_AI
Embedding
Speech
Language_Model
PDF
2022-06-16
Analysis and Extensions of Adversarial Training for Video Classification
Kaleab A. Kinfu, René Vidal
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Denoising
Image_Classification
Video_Classification
PDF
2022-06-16
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger
arXiv_AI
arXiv_AI
Pose
Classification
Medical
PDF
2022-06-16
PROFHIT: Probabilistic Robust Forecasting for Hierarchical Time-series
Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash
arXiv_AI
arXiv_AI
Regularization
Pose
Relation
Prediction
PDF
2022-06-16
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network
Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, JIan Wu
arXiv_AI
arXiv_AI
RNN
Knowledge
Pose
Classification
Deep_Learning
CNN
Inference
Prediction
PDF
2022-06-16
Multimodal Dialogue State Tracking
Hung Le, Nancy F. Chen, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Transformer
Tracking
Video_Caption
Knowledge
Self-Supervised
Pose
Prediction
PDF
2022-06-16
Pure Exploration of Causal Bandits
Nuoya Xiong, Wei Chen
arXiv_AI
arXiv_AI
Inference
PDF
2022-06-16
How to talk so your robot will learn: Instructions, descriptions, and pragmatics
Theodore R Sumers, Robert D Hawkins, Mark K Ho, Thomas L Griffiths, Dylan Hadfield-Menell
arXiv_AI
arXiv_AI
Reinforcement_Learning
PDF
2022-06-16
Unifying Framework for Optimizations in non-boolean Formalisms
Yuliya Lierler
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
PDF
2022-06-15
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Pose
Prediction
PDF
2022-06-15
Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness
Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang
arXiv_AI
arXiv_AI
Adversarial
Pose
PDF
2022-06-15
Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
Jivat Neet Kaur, Emre Kiciman, Amit Sharma
arXiv_AI
arXiv_AI
Regularization
Classification
Relation
PDF
2022-06-15
Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature
Alma Rahat, Tinkle Chugh, Jonathan Fieldsend, Richard Allmendinger, Kaisa Miettinen
arXiv_AI
arXiv_AI
Pose
Relation
PDF
2022-06-15
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar
Yiping Xie, Nils Bore, John Folkesson
arXiv_AI
arXiv_AI
Reconstruction
Bert
Optimization
Sparse
Represenation_Learning
Pose
Face
Survey
Deep_Learning
CNN
PDF
2022-06-15
Search-Based Testing Approach for Deep Reinforcement Learning Agents
Amirhossein Zolfagharian, Manel Abdellatif, Lionel Briand, Mojtaba Bagherzadeh, Ramesh S
arXiv_AI
arXiv_AI
Reinforcement_Learning
Adversarial
Pose
Face
Action
Autonomous
PDF
2022-06-15
High-Resolution Bathymetric Reconstruction From Sidescan Sonar With Deep Neural Networks
Yiping Xie, Nils Bore, John Folkesson
arXiv_AI
arXiv_AI
Reconstruction
Tracking
3D
Sparse
Pose
Contour
CNN
Prediction
PDF
2022-06-15
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan Hueser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gokhan Tur, Prem Natarajan
arXiv_AI
arXiv_AI
Embedding
Bert
Action
Classification
Inference
PDF
2022-06-15
What makes domain generalization hard?
Spandan Madan, Li You, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman
arXiv_AI
arXiv_AI
Transformer
Recognition
3D
Pose
Attention
PDF
2022-06-15
Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain
Ryan Nguyen, Rahul Rai
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Deep_Learning
Relation
PDF
2022-06-15
Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
arXiv_AI
arXiv_AI
Adversarial
Action
Relation
GAN
PDF
2022-06-15
On the Identifiability of Nonlinear ICA: Sparsity and Beyond
Yujia Zheng, Ignavier Ng, Kun Zhang
arXiv_AI
arXiv_AI
Unsupervised
PDF
2022-06-15
Condensing Graphs via One-Step Gradient Matching
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying
arXiv_AI
arXiv_AI
Optimization
Pose
Classification
Deep_Learning
Matching
PDF
2022-06-15
When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints
Mahmoud Shoush, Marlon Dumas
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-15
Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective
Wei Jin, Xiaorui Liu, Yao Ma, Charu Aggarwal, Jiliang Tang
arXiv_AI
arXiv_AI
Pose
Relation
Recommendation
PDF
2022-06-15
Disparate Impact in Differential Privacy from Gradient Misalignment
Maria S. Esipova, Atiyeh Ashari Ghomi, Yaqiao Luo, Jesse C. Cresswell
arXiv_AI
arXiv_AI
Gradient_Descent
PDF
2022-06-15
On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and Evonne
Christian Alrabbaa, Stefan Borgwardt, Tom Friese, Patrick Koopmann, Julián Méndez, Alexej Popovič
arXiv_AI
arXiv_AI
Ontology
Inference
PDF
2022-06-15
Masked Siamese ConvNets
Li Jing, Jiachen Zhu, Yann LeCun
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-06-15
Region-enhanced Deep Graph Convolutional Networks for Rumor Detection
Ge Wang, Li Tan, Tianbao Song, Wei Wang, Ziliang Shang
arXiv_AI
arXiv_AI
Unsupervised
Pose
Detection
CNN
PDF
2022-06-15
Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
Alekh Agarwal, Tong Zhang
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-15
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding, Lingxiao Zhao, Leman Akoglu
arXiv_AI
arXiv_AI
Unsupervised
Optimization
Represenation_Learning
Quantitative
Deep_Learning
Detection
Object_Detection
PDF
2022-06-15
Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games
Dingyang Chen, Qi Zhang, Thinh T. Doan
arXiv_AI
arXiv_AI
Regularization
Knowledge
PDF
2022-06-15
AI Ethics Issues in Real World: Evidence from AI Incident Database
Mengyi Wei, Zhixuan Zhou
arXiv_AI
arXiv_AI
Autonomous
PDF
2022-06-15
Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation
Petr Šebek, Šimon Pokorný, Patrik Vacek, Tomáš Svoboda
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Pose
Detection
Object_Detection
PDF
2022-06-15
ARES: Locally Adaptive Reconstruction-based Anomaly Scoring
Adam Goodge, Bryan Hooi, See Kiong Ng, Wee Siong Ng
arXiv_AI
arXiv_AI
Reconstruction
Pose
Detection
PDF
2022-06-15
Machine Learning is Abduction Inference
Marina Sapir
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-15
NatGen: Generative pre-training by 'Naturalizing' source code
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray
arXiv_AI
arXiv_AI
Zero-Shot
Self-Supervised
Pose
Few-Shot
Language_Model
PDF
2022-06-15
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Survey
Action
Deep_Learning
Attention
PDF
2022-06-15
E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations
Jongwan Kim, DongJin Lee, Byunggook Na, Seongsik Park, Jeonghee Jo, Sungroh Yoon
arXiv_AI
arXiv_AI
Reconstruction
Prediction
PDF
2022-06-15
AI and Pathology: Steering Treatment and Predicting Outcomes
Rajarsi Gupta, Jakub Kaczmarzyk, Soma Kobayashi, Tahsin Kurc, Joel Saltz
arXiv_AI
arXiv_AI
Survey
Quantitative
Prediction
PDF
2022-06-15
Contrastive Learning as Goal-Conditioned Reinforcement Learning
Benjamin Eysenbach, Tianjun Zhang, Ruslan Salakhutdinov, Sergey Levine
arXiv_AI
arXiv_AI
Reinforcement_Learning
Represenation_Learning
Pose
Contrastive_Learning
Action
PDF
2022-06-15
Contextualization and Generalization in Entity and Relation Extraction
Bruno Taillé
arXiv_AI
arXiv_AI
Embedding
Recognition
Pose
Face
Action
Relation
Relation_Extraction
Language_Model
Prediction
PDF
2022-06-15
How to Reduce Change Detection to Semantic Segmentation
Guo-Hua Wang, Bin-Bin Gao, Chengjie Wang
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Detection
PDF
2022-06-15
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
JoonHo Jang, Byeonghu Na, DongHyeok Shin, Mingi Ji, Kyungwoo Song, Il-Chul Moon
arXiv_AI
arXiv_AI
Adversarial
Pose
Matching
PDF
2022-06-15
Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming
Tong Liu, Lei Lei, Kan Zheng, Kuan Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Autonomous
PDF
2022-06-15
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
Wei Fu, Chao Yu, Zelai Xu, Jiaqi Yang, Yi Wu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-15
On the complexity of finding set repairs for data-graphs
Sergio Abriola, Santiago Cifuentes, María Vanina Martínez, Nina Pardal, Edwin Pin
arXiv_AI
arXiv_AI
Relation
PDF
2022-06-15
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations
Teodor Chiaburu, Felix Biessmann, Frank Hausser
arXiv_AI
arXiv_AI
Knowledge
Classification
Deep_Learning
PDF
2022-06-15
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus
Yue Wang, Yao Wan, Lu Bai, Lixin Cui, Zhuo Xu, Ming Li, Philip S. Yu, Edwin R Hancock
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Action
Relation
PDF
2022-06-15
Conformance Checking with Uncertainty via SMT
Paolo Felli, Alessandro Gianola, Marco Montali, Andrey Rivkin, Sarah Winkler
arXiv_AI
arXiv_AI
PDF
2022-06-15
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
Adrian El Baz, André Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan van Rijn, Xin Wang, Isabelle Guyon (TAU, LISN)
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Classification
Few-Shot
GAN
Image_Classification
PDF
2022-06-15
Physically-admissible polarimetric data augmentation for road-scene analysis
Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Meriaudeau, Stéphane Canu
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Object_Detection
GAN
PDF
2022-06-15
Zero-shot object goal visual navigation
Qianfan Zhao, Lu Zhang, Bin He, Hong Qiao, Zhiyong Liu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Detection
PDF
2022-06-15
'Why Here and Not There?' -- Diverse Contrasting Explanations of Dimensionality Reduction
André Artelt, Alexander Schulz, Barbara Hammer
arXiv_AI
arXiv_AI
Recommendation
PDF
2022-06-15
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning
Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Pose
Autonomous
PDF
2022-06-15
Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems
Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Attention
CNN
PDF
2022-06-15
DiffWire: Inductive Graph Rewiring via the Lov'asz Bound
Adrián Arnaiz-Rodríguez, Ahmed Begga, Francisco Escolano, Nuria Oliver
arXiv_AI
arXiv_AI
Pose
Classification
Prediction
PDF
2022-06-15
Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases
Eman Yahia Alqaissi, Fahd Saleh Alotaibi, Muhammad Sher Ramzan
arXiv_AI
arXiv_AI
Review
Detection
Recommendation
PDF
2022-06-15
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation
Joosung Lee
arXiv_AI
arXiv_AI
Recognition
Emotion
Classification
Relation
PDF
2022-06-15
Robust SAR ATR on MSTAR with Deep Learning Models trained on Full Synthetic MOCEM data
Benjamin Camus, Corentin Le Barbu, Eric Monteux
arXiv_AI
arXiv_AI
Recognition
Adversarial
Deep_Learning
PDF
2022-06-15
Unsupervised Capsule Networks of High-Dimension Point Clouds classification
Quanfeng Xu, Yi Tang, Yan Yang, Yumei She, Zuo Jiang
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Point_Cloud
3D
Pose
Action
Classification
PDF
2022-06-15
Automatic Detection of Rice Disease in Images of Various Leaf Sizes
Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Wasin Sinthupinyo, Sanparith Marukatat, Sujin Patarapuwadol
arXiv_AI
arXiv_AI
Pose
Detection
Object_Detection
Prediction
PDF
2022-06-15
Cautious Learning of Multiattribute Preferences
Hugo Gilbert (LAMSADE), Mohamed Ouaguenouni, Meltem Ozturk, Olivier Spanjaard
arXiv_AI
arXiv_AI
Relation
Prediction
PDF
2022-06-15
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition
Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng
arXiv_AI
arXiv_AI
Recognition
Speech
Speech_Recognition
PDF
2022-06-15
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook
Baihan Lin
arXiv_AI
arXiv_AI
Knowledge
Pose
Survey
Relation
GAN
PDF
2022-06-15
From Outcome-Based to Language-Based Preferences
Valerio Capraro, Joseph Y. Halpern, Matjaz Perc
arXiv_AI
arXiv_AI
Review
Action
PDF
2022-06-15
Stextsuperscript{2}-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
Mohammed A. M. Elhassan, Chenhui Yang, Chenxi Huang, Tewodros Legesse Munea, Xin Hong
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Attention
PDF
2022-06-15
Text-Aware End-to-end Mispronunciation Detection and Diagnosis
Linkai Peng, Yingming Gao, Binghuai Lin, Dengfeng Ke, Yanlu Xie, Jinsong Zhang
arXiv_AI
arXiv_AI
Recognition
Speech
Contrastive_Learning
Detection
Attention
PDF
2022-06-15
ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise
Jongwoo Ko, Bongsoo Yi, Se-Young Yun
arXiv_AI
arXiv_AI
Regularization
Pose
Deep_Learning
PDF
2022-06-15
Machine vision for vial positioning detection toward the safe automation of material synthesis
Leslie Ching Ow Tiong, Hyuk Jun Yoo, Na Yeon Kim, Kwan-Young Lee, Sang Soo Han, Donghun Kim
arXiv_AI
arXiv_AI
Surveillance
Deep_Learning
Detection
Object_Detection
PDF
2022-06-15
Human Heuristics for AI-Generated Language Are Flawed
Maurice Jakesch, Jeffrey Hancock, Mor Naaman
arXiv_AI
arXiv_AI
Pose
Language_Model
PDF
2022-06-15
Latency Control for Keyword Spotting
Christin Jose, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Detection
PDF
2022-06-15
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking
Yuta Saito, Thorsten Joachims
arXiv_AI
arXiv_AI
Pose
Face
Action
PDF
2022-06-15
Quantum computing overview: discrete vs. continuous variable models
Sophie Choe
arXiv_AI
arXiv_AI
PDF
2022-06-15
An Extractive-and-Abstractive Framework for Source Code Summarization
Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo
arXiv_AI
arXiv_AI
Pose
Summarization
PDF
2022-06-15
Test-Time Adaptation for Visual Document Understanding
Sayna Ebrahimi, Sercan O. Arik, Tomas Pfister
arXiv_AI
arXiv_AI
Recognition
Self-Supervised
Pose
Action
VQA
Language_Model
PDF
2022-06-15
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator
Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-14
Can Foundation Models Talk Causality?
Moritz Willig, Matej Zečević, Devendra Singh Dhami, Kristian Kersting
arXiv_AI
arXiv_AI
Language_Model
PDF
2022-06-14
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework
Ahmed Mahran, Carlo Alessandro Borella, Konstantinos Perifanos
arXiv_AI
arXiv_AI
Transformer
Embedding
Knowledge
Classification
PDF
2022-06-14
Automated image analysis in large-scale cellular electron microscopy: A literature survey
Anusha Aswatha, Ahmad Alsahaf, Ben N. G. Giepmans, George Azzopardi
arXiv_AI
arXiv_AI
Segmentation
Review
Survey
Deep_Learning
Medical
PDF
2022-06-14
Understanding Narratives through Dimensions of Analogy
Thiloshon Nagarajah, Filip Ilievski, Jay Pujara
arXiv_AI
arXiv_AI
Knowledge
Language_Model
PDF
2022-06-14
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning
Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Regularization
Action
PDF
2022-06-14
Edge Security: Challenges and Issues
Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Ashish Kundu, Ramana Kompella
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-14
GraphFM: Improving Large-Scale GNN Training via Feature Momentum
Haiyang Yu, Limei Wang, Bokun Wang, Meng Liu, Tianbao Yang, Shuiwang Ji
arXiv_AI
arXiv_AI
Embedding
Pose
Classification
PDF
2022-06-14
An Intelligent Assistant for Converting City Requirements to Formal Specification
Zirong Chen, Isaac Li, Haoxiang Zhang, Sarah Preum, John Stankovic, Meiyi Ma
arXiv_AI
arXiv_AI
PDF
2022-06-14
MBGDT:Robust Mini-Batch Gradient Descent
Hanming Wang, Haozheng Luo, Yue Wang
arXiv_AI
arXiv_AI
Gradient_Descent
PDF
2022-06-14
Minorities in networks and algorithms
Fariba Karimi, Marcos Oliveira, Markus Strohmaier
arXiv_AI
arXiv_AI
Recommendation
PDF
2022-06-14
Plurality Veto: A Simple Voting Rule Achieving Optimal Metric Distortion
Fatih Erdem Kizilkaya, David Kempe
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-14
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
Kaifeng Lyu, Zhiyuan Li, Sanjeev Arora
arXiv_AI
arXiv_AI
Optimization
Face
PDF
2022-06-14
An Efficient HTN to STRIPS Encoding for Concurrent Plans
N. Cavrel, D. Pellier, H. Fiorino
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-14
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
Yunwen Lei
arXiv_AI
arXiv_AI
Gradient_Descent
Optimization
Regularization
Knowledge
Quantitative
PDF
2022-06-14
Measuring Inconsistency in Declarative Process Specifications
Carl Corea, John Grant, Matthias Thimm
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-14
Exploring Representation of Horn Clauses using GNNs
Chencheng Liang, Philipp Rümmer, Marc Brockschmidt
arXiv_AI
arXiv_AI
Pose
Relation
CNN
Prediction
PDF
2022-06-14
Continual-Learning-as-a-Service : On-Demand Efficient Adaptation of Predictive Models
Rudy Semola, Vincenzo Lomonaco, Davide Bacciu
arXiv_AI
arXiv_AI
Recognition
Inference
Prediction
PDF
2022-06-14
An Accurate HDDL Domain Learning Algorithm from Partial and Noisy Observations
M. Grand, H. Fiorino, D. Pellier
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
PDF
2022-06-14
On Provably Robust Meta-Bayesian Optimization
Zhongxiang Dai, Yizhou Chen, Haibin Yu, Bryan Kian Hsiang Low, Patrick Jaillet
arXiv_AI
arXiv_AI
Optimization
PDF
2022-06-14
Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception
Janek Groß, Rasmus Adler, Michael Kläs, Jan Reich, Lisa Jöckel, Roman Gansch
arXiv_AI
arXiv_AI
Pose
Quantitative
Autonomous
PDF
2022-06-14
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models
Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti A. Mastakouri, Dominik Janzing
arXiv_AI
arXiv_AI
Relation
Inference
PDF
2022-06-14
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring
Zhengquan Luo, Yunlong Wang, Zilei Wang, Zhenan Sun, Tieniu Tan
arXiv_AI
arXiv_AI
Optimization
Pose
PDF
2022-06-14
How to Agree to Disagree: Managing Ontological Perspectives using Standpoint Logic
Lucía Gómez Álvarez, Sebastian Rudolph, Hannes Strass
arXiv_AI
arXiv_AI
Knowledge
Pose
Ontology
Relation
Attention
GAN
PDF
2022-06-14
Counting Markov Equivalent Directed Acyclic Graphs Consistent with Background Knowledge
Vidya Sagar Sharma
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-14
Specification sketching for Linear Temporal Logic
Simon Lutz, Daniel Neider, Rajarshi Roy
arXiv_AI
arXiv_AI
Sketch
Pose
PDF
2022-06-14
Causal Discovery for Fairness
Rūta Binkytė-Sadauskienė, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
arXiv_AI
arXiv_AI
Review
Relation
PDF
2022-06-14
SoTeacher: A Student-oriented Teacher Network Training Framework for Knowledge Distillation
Chengyu Dong, Liyuan Liu, Jingbo Shang
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Prediction
PDF
2022-06-14
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition
Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Classification
Attention
Activity
PDF
2022-06-14
Solving the capacitated vehicle routing problem with timing windows using rollouts and MAX-SAT
Harshad Khadilkar
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-14
Transformers are Meta-Reinforcement Learners
Luckeciano C. Melo
arXiv_AI
arXiv_AI
Transformer
Reinforcement_Learning
Action
Attention
PDF
2022-06-14
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training
B. R. Manoj, Meysam Sadeghi, Erik G. Larsson
arXiv_AI
arXiv_AI
Gradient_Descent
Adversarial
Classification
Deep_Learning
PDF
2022-06-14
Learning Enhanced Representations for Tabular Data via Neighborhood Propagation
Kounianhua Du, Weinan Zhang, Ruiwen Zhou, Yangkun Wang, Xilong Zhao, Jiarui Jin, Quan Gan, Zheng Zhang, David Wipf
arXiv_AI
arXiv_AI
Enhancement
Pose
Action
Prediction
PDF
2022-06-14
Exploring evolution-based & -free protein language models as protein function predictors
Mingyang Hu, Fajie Yuan, Kevin K. Yang, Fusong Ju, Jin Su, Hui Wang, Fei Yang, Qiuyang Ding
arXiv_AI
arXiv_AI
Transformer
3D
Language_Model
Prediction
PDF
2022-06-14
MACQ: A Holistic View of Model Acquisition Techniques
Ethan Callanan, Rebecca De Venezia, Victoria Armstrong, Alison Paredes, Tathagata Chakraborti, Christian Muise
arXiv_AI
arXiv_AI
Action
PDF
2022-06-13
What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience
Alexandra Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski
arXiv_AI
arXiv_AI
Gradient_Descent
Reinforcement_Learning
Self-Supervised
Action
Autonomous
Prediction
PDF
2022-06-13
A Dilemma for Solomonoff Prediction
Sven Neth
arXiv_AI
arXiv_AI
Prediction
PDF
2022-06-13
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning
Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Summarization
Language_Model
Prediction
PDF
2022-06-13
A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative
Elena Casiraghi, Rachel Wong, Margaret Hall, Ben Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins (on behalf of the N3C Consortium) Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski
arXiv_AI
arXiv_AI
Pose
Medical
Inference
PDF
2022-06-13
An Abstract View on Optimizations in Propositional Frameworks
Yuliya Lierler
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
PDF
2022-06-13
A Relative Church-Turing-Deutsch Thesis from Special Relativity and Undecidability
Blake Wilson, Ethan Dickey, Vaishnavi Iyer, Sabre Kais
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-13
EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning
Zhuoran Yu, Yin Li, Yong Jae Lee
arXiv_AI
arXiv_AI
Regularization
Detection
PDF
2022-06-13
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets
Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
Salient
Knowledge
Pose
Classification
Detection
PDF
2022-06-13
Learning Uncertainty with Artificial Neural Networks for Improved Predictive Process Monitoring
Hans Weytjens, Jochen De Weerdt
arXiv_AI
arXiv_AI
Classification
Prediction
PDF
2022-06-13
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding
Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Ji-Rong Wen
arXiv_AI
arXiv_AI
Knowledge
Language_Model
PDF
2022-06-13
Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation
Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Miling Gune, Kush Shrivastava, Rustom Lawyer, Spriha Biswas
arXiv_AI
arXiv_AI
Knowledge
Review
Knowledge_Graph
Action
Relation
GAN
PDF
2022-06-13
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
Kyurae Kim, Jisu Oh, Jacob R. Gardner, Adji Bousso Dieng, Hongseok Kim
arXiv_AI
arXiv_AI
Gradient_Descent
Pose
Inference
PDF
2022-06-13
Learning Domain Adaptive Object Detection with Probabilistic Teacher
Meilin Chen, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Yunfeng Yan, Donglian Qi, Yueting Zhuang, Di Xie, Shiliang Pu
arXiv_AI
arXiv_AI
Unsupervised
Pose
Classification
Detection
Object_Detection
PDF
2022-06-13
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing
Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Tao Mei
arXiv_AI
arXiv_AI
Transformer
NAS
Recognition
3D
Pose
Attention
CNN
PDF
2022-06-13
Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection
Yong Zhang, Yingwei Pan, Ting Yao, Rui Huang, Tao Mei, Chang-Wen Chen
arXiv_AI
arXiv_AI
Transformer
Pose
Action
Detection
Object_Detection
Prediction
PDF
2022-06-13
Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks
Josip Josifovski, Mohammadhossein Malmir, Noah Klarmann, Bare Luka Žagar, Nicolás Navarro-Guerrero, Alois Knoll
arXiv_AI
arXiv_AI
Reinforcement_Learning
PDF
2022-06-13
Cumulative culture spontaneously emerges in artificial navigators who are social and memory-guided
Edwin S. Dalmaijer
arXiv_AI
arXiv_AI
PDF
2022-06-13
Mitigating health disparities in hospital readmissions
Shaina Raza
arXiv_AI
arXiv_AI
Pose
Classification
Prediction
PDF
2022-06-13
Explainability-by-Design: A Methodology to Support Explanations in Decision-Making Systems
Trung Dong Huynh, Niko Tsakalakis, Ayah Helal, Sophie Stalla-Bourdillon, Luc Moreau
arXiv_AI
arXiv_AI
GAN
PDF
2022-06-13
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Contrastive_Learning
Medical
Prediction
PDF
2022-06-13
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings
Yichao Liang
arXiv_AI
arXiv_AI
Embedding
Bert
Pose
Language_Model
PDF
2022-06-13
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms
Marcus Märtens, Dario Izzo
arXiv_AI
arXiv_AI
Sparse
Pose
Relation
PDF
2022-06-13
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints
Quinten Van Baelen Peter Karsmakers
arXiv_AI
arXiv_AI
Gradient_Descent
Knowledge
Pose
Deep_Learning
PDF
2022-06-13
EGRU: Event-based GRU for activity-sparse inference and learning
Anand Subramoney, Khaleelulla Khan Nazeer, Mark Schöne, Christian Mayr, David Kappel
arXiv_AI
arXiv_AI
Gradient_Descent
Sparse
RNN
Pose
Action
Activity
Inference
Language_Model
PDF
2022-06-13
Transductive CLIP with Class-Conditional Contrastive Learning
Junchu Huang, Weijie Chen, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Contrastive_Learning
Classification
PDF
2022-06-13
iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Relation
PDF
2022-06-13
Absolute Expressiveness of Subgraph Motif Centrality Measures
Andreas Pieris, Jorge Salas
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-13
Translating automated brain tumour phenotyping to clinical neuroimaging
James K Ruffle, Samia Mohinta, Robert J Gray, Harpreet Hyare, Parashkev Nachev
arXiv_AI
arXiv_AI
Segmentation
Deep_Learning
PDF
2022-06-13
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana
Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner
arXiv_AI
arXiv_AI
Deep_Learning
PDF
2022-06-13
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields
Takuhiro Kaneko
arXiv_AI
arXiv_AI
Unsupervised
3D
Represenation_Learning
Adversarial
Pose
Face
Relation
Attention
GAN
PDF
2022-06-13
Towards Autonomous Grading In The Real World
Yakov Miron, Chana Ross, Yuval Goldfracht, Chen Tessler, Dotan Di Castro
arXiv_AI
arXiv_AI
Autonomous
PDF
2022-06-13
Rank Diminishing in Deep Neural Networks
Ruili Feng, Kecheng Zheng, Yukun Huang, Deli Zhao, Michael Jordan, Zheng-Jun Zha
arXiv_AI
arXiv_AI
Transformer
Classification
PDF
2022-06-13
Mediators: Conversational Agents Explaining NLP Model Behavior
Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller
arXiv_AI
arXiv_AI
Sentiment
PDF
2022-06-13
TriMix: Virtual embeddings and self-consistency for self-supervised learning
Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Self-Supervised
Pose
Attention
Medical
PDF
2022-06-13
Relative Policy-Transition Optimization for Fast Policy Transfer
Lei Han, Jiawei Xu, Cheng Zhou, Yizheng Zhang, Zhengyou Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Pose
PDF
2022-06-13
Intrinsically motivated option learning: a comparative study of recent methods
Djordje Božić, Predrag Tadić, Mladen Nikolić
arXiv_AI
arXiv_AI
Unsupervised
Reinforcement_Learning
PDF
2022-06-13
Biologically Inspired Neural Path Finding
Hang Li, Qadeer Khan, Volker Tresp, Daniel Cremers
arXiv_AI
arXiv_AI
Inference
Prediction
PDF
2022-06-13
SIXO: Smoothing Inference with Twisted Objectives
Dieterich Lawson, Allan Raventós, Andrew Warrington, Scott Linderman
arXiv_AI
arXiv_AI
Inference
PDF
2022-06-13
Towards Universal Sequence Representation Learning for Recommender Systems
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Recommendation
PDF
2022-06-13
Compressive Clustering with an Optical Processing Unit
Luc Giffon (DANTE), Rémi Gribonval (DANTE)
arXiv_AI
arXiv_AI
Sketch
Pose
PDF
2022-06-13
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang, Kevin Ellis
arXiv_AI
arXiv_AI
Gradient_Descent
Action
Inference
PDF
2022-06-13
Geometrically Guided Integrated Gradients
Md Mahfuzur Rahman, Noah Lewis, Sergey Plis
arXiv_AI
arXiv_AI
Pose
Quantitative
Prediction
PDF
2022-06-13
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach
Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-13
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach
Lingling Zhang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
PDF
2022-06-13
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition
Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Knowledge
Pose
Inference
Recommendation
PDF
2022-06-13
X-Risk Analysis for AI Research
Dan Hendrycks, Mantas Mazeika
arXiv_AI
arXiv_AI
Review
PDF
2022-06-13
IGN : Implicit Generative Networks
Haozheng Luo, Tianyi Wu, Feiyu Han, Zhijun Yan, Jianfen Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Action
GAN
PDF
2022-06-12
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm
Qinbo Bai, Amrit Singh Bedi, Vaneet Aggarwal
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Pose
Action
PDF
2022-06-12
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness
Shruthi Gowda, Bahram Zonooz, Elahe Arani
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Pose
Relation
PDF
2022-06-12
Efficiency Comparison of AI classification algorithms for Image Detection and Recognition in Real-time
Musarrat Saberin Nipun, Rejwan Bin Sulaiman, Amer Kareem
arXiv_AI
arXiv_AI
Face_Detection
Recognition
Face
Classification
Detection
PDF
2022-06-12
GAN based Data Augmentation to Resolve Class Imbalance
Sairamvinay Vijayaraghavan, Terry Guan, Jason (Jinxiao) Song
arXiv_AI
arXiv_AI
Adversarial
GAN
Prediction
PDF
2022-06-12
GLIPv2: Unifying Localization and Vision-Language Understanding
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
arXiv_AI
arXiv_AI
Image_Caption
Segmentation
Zero-Shot
Contrastive_Learning
Detection
VQA
Few-Shot
Object_Detection
GAN
Caption
Language_Model
QA
PDF
2022-06-12
A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games
Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
PDF
2022-06-12
Geometric Policy Iteration for Markov Decision Processes
Yue Wu, Jesús A. De Loera
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
PDF
2022-06-12
Introducing the diagrammatic semiotic mode
Tuomo Hiippala, John A. Bateman
arXiv_AI
arXiv_AI
Sketch
Pose
Classification
Relation
GAN
PDF
2022-06-12
Neurotoxin: Durable Backdoors in Federated Learning
Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Joseph E. Gonzalez, Kannan Ramchandran, Prateek Mittal
arXiv_AI
arXiv_AI
Adversarial
Pose
Prediction
PDF
2022-06-12
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics
Lijun Gou, Jinrong Yang, Hangcheng Yu, Pan Wang, Xiaoping Li, Chao Deng
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Pose
Detection
Object_Detection
Prediction
PDF
2022-06-12
Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic
Qijun Luo, Xiao Li
arXiv_AI
arXiv_AI
Reinforcement_Learning
Action
PDF
2022-06-12
Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network
Zongyuan Huang, Shengyuan Xu, Menghan Wang, Hansi Wu, Yanyan Xu, Yaohui Jin
arXiv_AI
arXiv_AI
RNN
Pose
Attention
Activity
Prediction
PDF
2022-06-12
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Dae Sin Kim, Kee-Eung Kim, Changwook Jeong
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Deep_Learning
PDF
2022-06-12
PD-DWI: Predicting response to neoadjuvant chemotherapy in invasive breast cancer with Physiologically-Decomposed Diffusion-Weighted MRI machine-learning model
Maya Gilad, Moti Freiman
arXiv_AI
arXiv_AI
Pose
Prediction
PDF
2022-06-12
RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem
Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Yingwu Chen
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Detection
Attention
PDF
2022-06-12
Knowledge as Fruits of Ignorance: A global Free Energy Principle of our way of thinking
Cailleteau Thomas
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-12
A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning
Zhen Guo, Zelin Wan, Qisheng Zhang, Xujiang Zhao, Feng Chen, Jin-Hee Cho, Qi Zhang, Lance M. Kaplan, Dong H. Jeong, Audun Jøsang
arXiv_AI
arXiv_AI
Survey
Deep_Learning
PDF
2022-06-11
A Review on Plastic Artificial Neural Networks: Exploring the Intersection between Neural Architecture Search and Continual Learning
Mohamed Shahawy, Elhadj Benkhelifa, David White
arXiv_AI
arXiv_AI
NAS
Review
Deep_Learning
PDF
2022-06-11
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks
Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam
arXiv_AI
arXiv_AI
Pose
Inference
PDF
2022-06-11
Parameter Convex Neural Networks
Jingcheng Zhou, Wei Wei, Xing Li, Bowen Pang, Zhiming Zheng
arXiv_AI
arXiv_AI
Gradient_Descent
Optimization
Pose
Deep_Learning
Attention
CNN
Recommendation
PDF
2022-06-11
Detecting Context-Aware Deviations in Process Executions
Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst
arXiv_AI
arXiv_AI
Pose
Detection
GAN
PDF
2022-06-11
Model-based Offline Imitation Learning with Non-expert Data
Jeongwon Park, Lin Yang
arXiv_AI
arXiv_AI
Adversarial
Pose
Action
PDF
2022-06-11
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models
Han Liu, Bingning Wang, Ting Yao, Haijin Liang, Jianjin Xu, Xiaolin Hu
arXiv_AI
arXiv_AI
Pose
Sentiment
Inference
Language_Model
PDF
2022-06-11
Defending Adversarial Examples by Negative Correlation Ensemble
Wenjian Luo, Hongwei Zhang, Linghao Kong, Zhijian Chen, Ke Tang
arXiv_AI
arXiv_AI
Adversarial
Pose
Deep_Learning
Relation
Attention
Prediction
PDF
2022-06-11
A Review of Causality for Learning Algorithms in Medical Image Analysis
Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz
arXiv_AI
arXiv_AI
Review
Medical
PDF
2022-06-11
Learning to Generate Levels by Imitating Evolution
Ahmed Khalifa, Michael Cerny Green, Julian Togelius
arXiv_AI
arXiv_AI
Inference
PDF
2022-06-11
DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting
Benhan Li, Shengdong Du, Tianrui Li, Jie Hu, Zhen Jia
arXiv_AI
arXiv_AI
Transformer
Pose
Relation
Attention
PDF
2022-06-11
Kaggle Kinship Recognition Challenge: Introduction of Convolution-Free Model to boost conventional
Mingchuan Tian, Guangway Teng, Yipeng Bao
arXiv_AI
arXiv_AI
Transformer
Recognition
Pose
Relation
PDF
2022-06-11
CodeS: A Distribution Shift Benchmark Dataset for Source Code Learning
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Classification
Deep_Learning
Detection
Object_Detection
PDF
2022-06-11
Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection
Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Detection
PDF
2022-06-11
ACMP: Allen-Cahn Message Passing for Graph Neural Networks with Particle Phase Transition
Yuelin Wang, Kai Yi, Xinliang Liu, Yu Guang Wang, Shi Jin
arXiv_AI
arXiv_AI
Action
Classification
Prediction
PDF
2022-06-11
Greedy Relaxations of the Sparsest Permutation Algorithm
Wai-Yin Lam, Bryan Andrews, Joseph Ramsey
arXiv_AI
arXiv_AI
Sparse
PDF
2022-06-11
SAIBench: Benchmarking AI for Science
Yatao Li, Jianfeng Zhan
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-11
Semi-Supervised Hierarchical Graph Classification
Jia Li, Yongfeng Huang, Heng Chang, Yu Rong
arXiv_AI
arXiv_AI
Pose
Classification
PDF
2022-06-11
Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency
Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Yao Cheng, Changting Lin
arXiv_AI
arXiv_AI
Pose
Attention
PDF
2022-06-11
E$^2$PN: Efficient SE-Equivariant Point Network
Minghan Zhu, Maani Ghaffari, William A. Clark, Huei Peng
arXiv_AI
arXiv_AI
Point_Cloud
Pose
PDF
2022-06-11
Why is constrained neural language generation particularly challenging?
Cristina Garbacea, Qiaozhu Mei
arXiv_AI
arXiv_AI
Review
Survey
Text_Generation
Language_Model
PDF
2022-06-11
Learning Imbalanced Datasets with Maximum Margin Loss
Haeyong Kang, Thang Vu, Chang D. Yoo
arXiv_AI
arXiv_AI
Pose
PDF
2022-06-11
A Benchmark for Compositional Visual Reasoning
Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Relation
Visual_Relation
CNN
PDF
2022-06-10
A multi-objective constrained POMDP model for breast cancer screening
Can Kavaklioglu, Mucahit Cevik, Robert Helmeczi, Davood Pirayesh Neghab
arXiv_AI
arXiv_AI
Pose
Action
PDF
2022-06-10
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization
Faris B. Rustom, Haluk Öğmen, Arash Yazdanbakhsh
arXiv_AI
arXiv_AI
Recognition
Deep_Learning
Detection
Object_Detection
PDF