Knowledge
Knowledge
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
Transfer Learning via Test-Time Neural Networks Aggregation
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
PDF
2022-06-27
Mushroom image recognition and distance generation based on attention-mechanism model and genetic information
Wenbin Liao, Jiewen Xiao, Chengbo Zhao, Yonggong Han, ZhiJie Geng, Jianxin Wang, Yihua Yang
arXiv_CV
arXiv_CV
Embedding
Recognition
Knowledge
Pose
Classification
Attention
PDF
2022-06-27
Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models
Nadir Durrani, Fahim Dalvi, Hassan Sajjad
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Salient
Knowledge
Quantitative
Relation
Attention
PDF
2022-06-27
Few-Shot Stance Detection via Target-Aware Prompt Distillation
Yan Jiang, Jinhua Gao, Huawei Shen, Xueqi Cheng
arXiv_CL
arXiv_CL
Knowledge
Pose
Detection
Relation
Few-Shot
Attention
Language_Model
PDF
2022-06-27
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving
Markus Schön, Michael Buchholz, Klaus Dietmayer
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
3D
Knowledge
Self-Supervised
Pose
Autonomous
Inference
PDF
2022-06-27
Towards Unifying Perceptual Reasoning and Logical Reasoning
Hiroyuki Kido
arXiv_AI
arXiv_AI
Knowledge
Relation
Inference
PDF
2022-06-27
Endowing Language Models with Multimodal Knowledge Graph Representations
Ningyuan Huang, Yash R. Deshpande, Yibo Liu, Houda Alberts, Kyunghyun Cho, Clara Vania, Iacer Calixto
arXiv_CL
arXiv_CL
Recognition
Knowledge
Knowledge_Graph
Pose
Relation
Language_Model
PDF
2022-06-27
TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline
Chengfei Li, Shuhao Deng, Yaoping Wang, Guangjing Wang, Yaguang Gong, Changbin Chen, Jinfeng Bai
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Speech_Recognition
PDF
2022-06-26
Vision Transformer for Contrastive Clustering
Hua-Bao Ling, Bowen Zhu, Dong Huang, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Contrastive_Learning
CNN
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
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
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
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
2022-06-25
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
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
Learning to Infer 3D Shape Programs with Differentiable Renderer
Yichao Liang
arXiv_AI
arXiv_AI
3D
Knowledge
Pose
Face
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
Review on Social Behavior Analysis of Laboratory Animals: From Methodologies to Applications
Ziping Jiang, Paul L. Chazot, Richard Jiang
arXiv_CV
arXiv_CV
Tracking
Knowledge
Review
Deep_Learning
Detection
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
Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning
Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Zhihui Lai, Kwok-Wai Hung
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
PDF
2022-06-25
From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering
Zihao Zhu
arXiv_CV
arXiv_CV
Knowledge
Pose
VQA
Attention
QA
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
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI
Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
Attention
Medical
Prediction
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
Defending Backdoor Attacks on Vision Transformer via Patch Processing
Khoa D. Doan, Yingjie Lao, Peng Yang, Ping Li
arXiv_CV
arXiv_CV
Transformer
Knowledge
Adversarial
Pose
CNN
PDF
2022-06-24
Online Distillation with Mixed Sample Augmentation
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
CNN
PDF
2022-06-24
MPC-based Imitation Learning for Safe and Human-like Autonomous Driving
Flavia Sofia Acerbo, Jan Swevers, Tinne Tuytelaars, Tong Duy Son
arXiv_RO
arXiv_RO
Knowledge
Pose
Autonomous
PDF
2022-06-24
Text and author-level political inference using heterogeneous knowledge representations
Samuel Caetano da Silva, Ivandre Paraboni
arXiv_CL
arXiv_CL
Transformer
Bert
Knowledge
Inference
Language_Model
PDF
2022-06-24
Robustness of Explanation Methods for NLP Models
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof
arXiv_CL
arXiv_CL
Knowledge
Adversarial
Prediction
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
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
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Represenation_Learning
Knowledge
Pose
Classification
Detection
PDF
2022-06-24
Dissecting U-net for Seismic Application: An In-Depth Study on Deep Learning Multiple Removal
Ricard Durall, Ammar Ghanim, Norman Ettrich, Janis Keuper
arXiv_CV
arXiv_CV
OCR
Knowledge
Deep_Learning
PDF
2022-06-24
Signal Knowledge Graph
Anj Simmons, Rajesh Vasa
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Inference
PDF
2022-06-24
Unified BERT for Few-shot Natural Language Understanding
JunYu Lu, Ping Yang, JiaXing Zhang, RuYi Gan, Jing Yang
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Action
Classification
Few-Shot
Language_Model
PDF
2022-06-24
Classifying Unstructured Clinical Notes via Automatic Weak Supervision
Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Pose
Classification
Medical
Language_Model
PDF
2022-06-24
Mutual Information-guided Knowledge Transfer for Novel Class Discovery
Chuyu Zhang, Chuanyang Hu, Ruijie Xu, Zhitong Gao, Qian He, Xuming He
arXiv_CV
arXiv_CV
Knowledge
Pose
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
MaskViT: Masked Visual Pre-Training for Video Prediction
Agrim Gupta, Stephen Tian, Yunzhi Zhang, Jiajun Wu, Roberto Martín-Martín, Li Fei-Fei
arXiv_CV
arXiv_CV
Transformer
Knowledge
Video_Prediction
Attention
Inference
Prediction
PDF
2022-06-23
Sample Condensation in Online Continual Learning
Mattia Sangermano, Antonio Carta, Andrea Cossu, Davide Bacciu
arXiv_CV
arXiv_CV
Knowledge
Pose
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
Probabilistically Resilient Multi-Robot Informative Path Planning
Remy Wehbe, Ryan K. Williams
arXiv_RO
arXiv_RO
Knowledge
Adversarial
Pose
PDF
2022-06-23
PromptPose: Language Prompt Helps Animal Pose Estimation
Xu Zhang, Wen Wang, Zhe Chen, Jing Zhang, Dacheng Tao
arXiv_CV
arXiv_CV
Pose_Estimation
Knowledge
Pose
Relation
Few-Shot
Language_Model
Prediction
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
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
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
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
Towards Better User Studies in Computer Graphics and Vision
Zoya Bylinskii, Laura Herman, Aaron Hertzmann, Stefanie Hutka, Yile Zhang
arXiv_CV
arXiv_CV
Knowledge
Review
Survey
Action
Attention
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
Weighted Concordance Index Loss-based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy
Jiansheng Fang, Anwei Li, Pu-Yun OuYang, Jiajian Li, Jingwen Wang, Hongbo Liu, Fang-Yun Xie, Jiang Liu
arXiv_CV
arXiv_CV
Knowledge
Pose
Prediction
PDF
2022-06-22
Continual Learning for Affective Robotics: A Proof of Concept for Wellbeing
Nikhil Churamani, Minja Axelsson, Atahan Caldir, Hatice Gunes
arXiv_RO
arXiv_RO
Knowledge
Pose
Action
PDF
2022-06-22
Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization
Peixian Chen, Kekai Sheng, Mengdan Zhang, Yunhang Shen, Ke Li, Chunhua Shen
arXiv_CV
arXiv_CV
Knowledge
Detection
Object_Detection
Inference
Language_Model
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
Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata
Pierre Nugues
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-06-22
Prototypical Contrastive Language Image Pretraining
Delong Chen, Zhao Wu, Fan Liu, Zaiquan Yang, Yixiang Huang, Yiping Bao, Erjin Zhou
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Pose
Classification
Attention
Caption
PDF
2022-06-22
Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents
Nina Smirnova, Philipp Mayr
arXiv_CL
arXiv_CL
Embedding
Recognition
Knowledge
Action
Classification
PDF
2022-06-22
Template-based Approach to Zero-shot Intent Recognition
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
arXiv_CL
arXiv_CL
Transfer_Learning
Enhancement
Recognition
Zero-Shot
Text_Classification
Knowledge
Classification
Inference
PDF
2022-06-22
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
Zejiang Shen, Kyle Lo, Lauren Yu, Nathan Dahlberg, Margo Schlanger, Doug Downey
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-22
Learning Debiased Classifier with Biased Committee
Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak
arXiv_CV
arXiv_CV
Knowledge
Pose
Relation
Prediction
PDF
2022-06-22
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
Chuan Wen, Jianing Qian, Jierui Lin, Jiaye Teng, Dinesh Jayaraman, Yang Gao
arXiv_CV
arXiv_CV
Optimization
Salient
Knowledge
Classification
Deep_Learning
Image_Classification
Autonomous
PDF
2022-06-22
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Knowledge
GAN
Language_Model
PDF
2022-06-21
SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene Understanding
Hermann Blum, Marcus G. Müller, Abel Gawel, Roland Siegwart, Cesar Cadena
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Self-Supervised
Autonomous
Inference
PDF
2022-06-21
BOSS: A Benchmark for Human Belief Prediction in Object-context Scenarios
Jiafei Duan, Samson Yu, Nicholas Tan, Li Yi, Cheston Tan
arXiv_CV
arXiv_CV
Gesture
Knowledge
Pose
Action
Deep_Learning
Relation
Autonomous
Prediction
PDF
2022-06-21
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data
Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer
arXiv_CV
arXiv_CV
Recognition
Knowledge
Adversarial
Pose
Face
Classification
Relation
Face_Recognition
PDF
2022-06-21
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP
Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Daxin Jiang
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Few-Shot
Denoising
Language_Model
PDF
2022-06-21
Experimental Evaluation of Pose Initialization Methods for Relative Navigation Between Non-Cooperative Satellites
Sebastiano Chiodini, Marco Pertile, Pierdomenico Fracchiolla, Andrea Valmorbida, Enrico Lorenzini, Stefano Debei
arXiv_CV
arXiv_CV
Knowledge
Pose
Matching
PDF
2022-06-21
Improving Localization for Semi-Supervised Object Detection
Leonardo Rossi, Akbar Karimi, Andrea Prati
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Classification
Detection
Object_Detection
Prediction
PDF
2022-06-21
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information
Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Style_Transfer
Knowledge
Review
Pose
Survey
PDF
2022-06-21
KE-RCNN: Unifying Knowledge based Reasoning into Part-level Attribute Parsing
Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng, Lianli Gao, Heng Tao Shen
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Detection
Relation
Object_Detection
CNN
Prediction
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
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
KTN: Knowledge Transfer Network for Learning Multi-person 2D-3D Correspondences
Xuanhan Wang, Lianli Gao, Yixuan Zhou, Jingkuan Song, Meng Wang
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
3D
Pose_Estimation
Knowledge
Knowledge_Graph
Pose
Detection
CNN
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
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
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
ORFD: A Dataset and Benchmark for Off-Road Freespace Detection
Chen Min, Weizhong Jiang, Dawei Zhao, Jiaolong Xu, Liang Xiao, Yiming Nie, Bin Dai
arXiv_CV
arXiv_CV
Transformer
Point_Cloud
Knowledge
Pose
Deep_Learning
Detection
Attention
Autonomous
PDF
2022-06-20
KOLOMVERSE: KRISO open large-scale image dataset for object detection in the maritime universe
Abhilasha Nanda, Sung Won Cho, Hyeopwoo Lee, Jin Hyoung Park
arXiv_CV
arXiv_CV
Knowledge
Detection
Object_Detection
PDF
2022-06-20
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E. Turner
arXiv_CV
arXiv_CV
Knowledge
Classification
Few-Shot
Image_Classification
PDF
2022-06-20
Knowledge Distillation for Oriented Object Detection on Aerial Images
Yicheng Xiao, Junpeng Zhang
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
Object_Detection
CNN
PDF
2022-06-20
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition
Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer
arXiv_SD
arXiv_SD
Recognition
Knowledge
Speech
GAN
Speech_Recognition
PDF
2022-06-20
Boosting Cross-Domain Speech Recognition with Self-Supervision
Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Knowledge
Speech
Self-Supervised
Pose
Face
Speech_Recognition
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
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
Constrained Reinforcement Learning for Robotics via Scenario-Based Programming
Davide Corsi, Raz Yerushalmi, Guy Amir, Alessandro Farinelli, David Harel, Guy Katz
arXiv_RO
arXiv_RO
Reinforcement_Learning
Knowledge
PDF
2022-06-20
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data
Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang
arXiv_CL
arXiv_CL
Bert
Sentiment_Classification
Text_Classification
Knowledge
Knowledge_Graph
Pose
Classification
Relation
Sentiment
Language_Model
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
Capturing and Inferring Dense Full-Body Human-Scene Contact
Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, Michael J. Black
arXiv_CV
arXiv_CV
Transformer
3D
Knowledge
Pose
Action
Detection
Relation
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
2022-06-19
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
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
A Self-Guided Framework for Radiology Report Generation
Jun Li, Shibo Li, Ying Hu, Huiren Tao
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Knowledge
Pose
Deep_Learning
Medical
Caption
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
Learning Multiscale Transformer Models for Sequence Generation
Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Relation
Attention
PDF
2022-06-19
Knowledge Learning with Crowdsourcing: A Brief Review and Systematic Perspective
Jing Zhang
arXiv_AI
arXiv_AI
Knowledge
Review
Survey
PDF
2022-06-18
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa
Tarun Garg, Kaushik Roy, Amit Sheth
arXiv_CL
arXiv_CL
Transformer
Knowledge
Knowledge_Graph
Deep_Learning
Relation
Attention
Language_Model
PDF
2022-06-18
UI Layers Merger: Merging UI layers via Visual Learning and Boundary Prior
Yun-nong Chen, Yan-kun Zhen, Chu-ning Shi, Jia-zhi Li, Ting-ting Zhou, Yan-fang Chang, Ling-yun Sun, Liu-qing Chen
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
Object_Detection
PDF
2022-06-18
Multi-Modality Image Inpainting using Generative Adversarial Networks
Aref Abedjooy, Mehran Ebrahimi
arXiv_CV
arXiv_CV
Inpainting
Knowledge
Adversarial
Pose
Quantitative
Deep_Learning
GAN
PDF
2022-06-18
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation
Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge
arXiv_CV
arXiv_CV
OCR
Knowledge
Pose
Deep_Learning
Attention
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 Double-Graph Based Framework for Frame Semantic Parsing
Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Classification
Relation
Attention
PDF
2022-06-18
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
arXiv_RO
arXiv_RO
Embedding
Knowledge
Pose
Action
Relation
PDF
2022-06-18
A Dynamic Data Driven Approach for Explainable Scene Understanding
Zachary A Daniels, Dimitris Metaxas
arXiv_CV
arXiv_CV
Surveillance
Knowledge
Pose
Classification
Autonomous
Prediction
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
Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding
Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Knowledge
Self-Supervised
Pose
PDF
2022-06-17
VectorMapNet: End-to-end Vectorized HD Map Learning
Yicheng Liu, Yue Wang, Yilun Wang, Hang Zhao
arXiv_CV
arXiv_CV
Segmentation
Sparse
Knowledge
Relation
Autonomous
Prediction
PDF
2022-06-17
Improving Generalization of Metric Learning via Listwise Self-distillation
Zelong Zeng, Fan Yang, Zheng Wang, Shin'ichi Satoh
arXiv_CV
arXiv_CV
Embedding
Regularization
Knowledge
Pose
Relation
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
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar
arXiv_CV
arXiv_CV
Knowledge
Pose
Autonomous
Language_Model
PDF
2022-06-17
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval
Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang
arXiv_CV
arXiv_CV
Transformer
Knowledge
Self-Supervised
Pose
Relation
Recommendation
PDF
2022-06-17
What can Speech and Language Tell us About the Working Alliance in Psychotherapy
Sebastian P. Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli, Korbinian Riedhammer, Giuseppe Riccardi
arXiv_CL
arXiv_CL
Knowledge
Speech
Action
Relation
PDF
2022-06-17
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Hassan Shahmohammadi, Maria Heitmeier, Elnaz Shafaei-Bajestan, Hendrik P. A. Lensch, Harald Baayen
arXiv_CL
arXiv_CL
Embedding
Knowledge
PDF
2022-06-17
Holistic Transformer: A Joint Neural Network for Trajectory Prediction and Decision-Making of Autonomous Vehicles
Hongyu Hu, Qi Wang, Zhengguang Zhang, Zhengyi Li, Zhenhai Gao
arXiv_RO
arXiv_RO
Transformer
Sparse
Knowledge
Pose
Relation
Attention
Autonomous
Prediction
PDF
2022-06-17
Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training
Xiao Lu, Yihong Cao, Sheng Liu, Chengjiang Long, Zipei Chen, Xuanyu Zhou, Yimin Yang, Chunxia Xiao
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Classification
Detection
Prediction
PDF
2022-06-17
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE
Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber
arXiv_CL
arXiv_CL
Knowledge
Speech
Self-Supervised
Deep_Learning
GAN
PDF
2022-06-17
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images
Weiwei Cui, Yaqi Wang, Qianni Zhang, Huiyu Zhou, Dan Song, Xingyong Zuo, Gangyong Jia, Liaoyuan Zeng
arXiv_CV
arXiv_CV
Segmentation
3D
Restoration
Knowledge
Deep_Learning
Attention
PDF
2022-06-17
Rectifying Mono-Label Boolean Classifiers
Sylvie Coste-Marquis, Pierre Marquis
arXiv_AI
arXiv_AI
Knowledge
Classification
PDF
2022-06-17
CookDial: A dataset for task-oriented dialogs grounded in procedural documents
Yiwei Jiang, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
arXiv_CL
arXiv_CL
Knowledge
Action
Prediction
PDF
2022-06-17
Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs
Gabriel Amaral, Mārcis Pinnis, Inguna Skadiņa, Odinaldo Rodrigues, Elena Simperl
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Matching
PDF
2022-06-17
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions
Ashwin Vaswani, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G Hegde
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Prediction
PDF
2022-06-17
Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation
Wen Sun, Jian Jin, Weisi Lin
arXiv_CV
arXiv_CV
Recognition
Knowledge
Adversarial
Pose
Face
Classification
Deep_Learning
Face_Recognition
Image_Classification
Prediction
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
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment
Daniel Vera Nieto, Luigi Celona, Clara Fernandez-Labrador
arXiv_CV
arXiv_CV
Knowledge
Pose
Emotion
Sentiment
Inference
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
Rectify ViT Shortcut Learning by Visual Saliency
Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu
arXiv_CV
arXiv_CV
Transformer
Salient
Knowledge
Pose
Deep_Learning
Attention
Medical
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
Bio-inspired Intelligence with Applications to Robotics: A Survey
Junfei Li, Zhe Xu, Danjie Zhu, Kevin Dong, Tao Yan, Zhu Zeng, Simon X. Yang
arXiv_RO
arXiv_RO
Tracking
Knowledge
Review
Survey
Attention
Autonomous
PDF
2022-06-17
SafeRL-Kit: Evaluating Efficient Reinforcement Learning Methods for Safe Autonomous Driving
Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang
arXiv_RO
arXiv_RO
Reinforcement_Learning
Optimization
Knowledge
Pose
Face
Autonomous
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
2022-06-16
Backdoor Attacks on Vision Transformers
Akshayvarun Subramanya, Aniruddha Saha, Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Attention
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
Recursive Neural Programs: Variational Learning of Image Grammars and Part-Whole Hierarchies
Ares Fisher, Rajesh P.N. Rao
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Inference
PDF
2022-06-16
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry
Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose_Estimation
Knowledge
Pose
Matching
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
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
Boosting the Adversarial Transferability of Surrogate Model with Dark Knowledge
Dingcheng Yang, Zihao Xiao, Wenjian Yu
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Face
Classification
Image_Classification
PDF
2022-06-16
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
Changan Chen, Carl Schissler, Sanchit Garg, Philip Kobernik, Alexander Clegg, Paul Calamia, Dhruv Batra, Philip W Robinson, Kristen Grauman
arXiv_CV
arXiv_CV
Recognition
3D
Knowledge
Speech
Speech_Recognition
Matching
PDF
2022-06-16
Longitudinal detection of new MS lesions using Deep Learning
Reda Abdellah Kamraoui, Boris Mansencal, José V Manjon, Pierrick Coupé
arXiv_CV
arXiv_CV
Segmentation
Enhancement
Knowledge
Pose
Deep_Learning
Detection
PDF
2022-06-16
Multi scale Feature Extraction and Fusion for Online Knowledge Distillation
Panpan Zou, Yinglei Teng, Tao Niu
arXiv_CV
arXiv_CV
Knowledge
Pose
Action
Attention
Prediction
PDF
2022-06-16
A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting
Delong Chen, Ruizhi Zhou, Yanling Pan, Fan Liu
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Adversarial
Inference
Prediction
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
Balancing Discriminability and Transferability for Source-Free Domain Adaptation
Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri, Deepesh Mehta, Shreyas Kulkarni, Varun Jampani, R. Venkatesh Babu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Pose
Classification
PDF
2022-06-16
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
arXiv_CL
arXiv_CL
Embedding
Optimization
Regularization
Knowledge
Pose
PDF
2022-06-16
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR
Ruchao Fan, Abeer Alwan
arXiv_SD
arXiv_SD
Recognition
Bert
Knowledge
Speech
Self-Supervised
Pose
Speech_Recognition
PDF
2022-06-16
PInKS: Preconditioned Commonsense Inference with Minimal Supervision
Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen
arXiv_CL
arXiv_CL
Knowledge
Inference
Language_Model
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
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
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
arXiv_CL
arXiv_CL
Recognition
Zero-Shot
Knowledge
Pose
Few-Shot
Language_Model
PDF
2022-06-15
Personal Entity, Concept, and Named Entity Linking in Conversations
Hideaki Joko, Faegheh Hasibi
arXiv_CL
arXiv_CL
Knowledge
Action
PDF
2022-06-15
How Adults Understand What Young Children Say
Stephan C. Meylan, Ruthe Foushee, Nicole H. Wong, Elika Bergelson, Roger P. Levy
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Deep_Learning
Inference
PDF
2022-06-15
Reconstructing Training Data from Trained Neural Networks
Niv Haim, Gal Vardi, Gilad Yehudai, Ohad Shamir, Michal Irani
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Pose
Action
PDF
2022-06-15
Waymo Open Dataset: Panoramic Video Panoptic Segmentation
Jieru Mei, Alex Zihao Zhu, Xinchen Yan, Hang Yan, Siyuan Qiao, Yukun Zhu, Liang-Chieh Chen, Henrik Kretzschmar, Dragomir Anguelov
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Autonomous
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
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation
Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Classification
GAN
Medical
Prediction
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
KGEA: A Knowledge Graph Enhanced Article Quality Identification Dataset
Chunhui Ai, Derui Wang, Yang Xu, Wenrui Xie, Ziqiang Cao
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Knowledge_Graph
Pose
Action
Classification
Sentiment
PDF
2022-06-15
Body Gesture Recognition to Control a Social Robot
Javier Laplaza, Joan Jaume Oliver, Ramón Romero, Alberto Sanfeliu, Anaís Garrell
arXiv_RO
arXiv_RO
Recognition
Gesture
Knowledge
Pose
Action
Detection
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
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
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
Subsurface Depths Structure Maps Reconstruction with Generative Adversarial Networks
Dmitry Ivlev
arXiv_CV
arXiv_CV
Reconstruction
Transfer_Learning
Super_Resolution
3D
Knowledge
Adversarial
Pose
Face
Survey
GAN
PDF
2022-06-15
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction
Yan Jiangpeng, Yu Chenghui, Chen Hanbo, Xu Zhe, Huang Junzhou, Li Xiu, Yao Jianhua
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Pose
PDF
2022-06-15
SciTweets -- A Dataset and Annotation Framework for Detecting Scientific Online Discourse
Salim Hafid, Sebastian Schellhammer, Sandra Bringay, Konstantin Todorov, Stefan Dietze
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-06-15
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing
Benedikt Winter, Clemens Winter, Johannes Schilling, André Bardow
arXiv_CL
arXiv_CL
Transformer
Knowledge
Activity
Prediction
PDF
2022-06-15
Toward the smooth mesh climbing of a miniature robot using bioinspired soft and expandable claws
Hong Wang, Peng Liu, Phuoc Thanh Tran Ngoc, Bing Li, Yao Li, Hirotaka Sato
arXiv_RO
arXiv_RO
Knowledge
Face
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
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
Sha Li, Madhi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur
arXiv_CL
arXiv_CL
Knowledge
Pose
Classification
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
TeKo: Text-Rich Graph Neural Networks with External Knowledge
Zhizhi Yu, Di Jin, Jianguo Wei, Ziyang Liu, Yue Shang, Yun Xiao, Jiawei Han, Lingfei Wu
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
CNN
PDF
2022-06-15
Continuous-variable quantum approximate optimization on a programmable photonic quantum processor
Yutaro Enomoto, Keitaro Anai, Kenta Udagawa, Shuntaro Takeda
arXiv_CV
arXiv_CV
Gradient_Descent
Optimization
Knowledge
VQA
QA
PDF
2022-06-14
Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World
Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Pose
Relation
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
Understanding Narratives through Dimensions of Analogy
Thiloshon Nagarajah, Filip Ilievski, Jay Pujara
arXiv_AI
arXiv_AI
Knowledge
Language_Model
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
TriHorn-Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation
Mohammad Rezaei, Razieh Rastgoo, Vassilis Athitsos
arXiv_CV
arXiv_CV
3D
Pose_Estimation
Knowledge
Pose
Attention
Prediction
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
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation
Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Deep_Learning
Matching
PDF
2022-06-14
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Gyungin Shin, Weidi Xie, Samuel Albanie
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Unsupervised
Semantic_Segmentation
Zero-Shot
Knowledge
Classification
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
'hasSignification()': une nouvelle fonction de distance pour soutenir la détection de données personnelles
Amine Mrabet, Ali Hassan, Patrice Darmon (Umanis)
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
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
Visual Radial Basis Q-Network
Julien Hautot, Céline Teuliere, Nourddine Azzaoui
arXiv_CV
arXiv_CV
Reinforcement_Learning
Sparse
Knowledge
Pose
Action
CNN
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
Confidence Score for Source-Free Unsupervised Domain Adaptation
Jonghyun Lee, Dahuin Jung, Junho Yim, Sungroh Yoon
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
PDF
2022-06-14
Slimmable Domain Adaptation
Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin, Di Xie, Shiliang Pu, Xinchao Wang, Mingli Song, Yueting Zhuang
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Knowledge
Pose
Action
PDF
2022-06-14
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Language_Model
PDF
2022-06-14
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Sparse
Regularization
Knowledge
Action
Deep_Learning
PDF
2022-06-14
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks
Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke
arXiv_CV
arXiv_CV
Knowledge
Survey
Classification
Deep_Learning
Image_Classification
PDF
2022-06-13
Memory-Based Model Editing at Scale
Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn
arXiv_CL
arXiv_CL
Knowledge
Pose
Language_Model
Prediction
PDF
2022-06-13
The Modality Focusing Hypothesis: On the Blink of Multimodal Knowledge Distillation
Zihui Xue, Zhengqi Gao, Sucheng Ren, Hang Zhao
arXiv_CV
arXiv_CV
Knowledge
Relation
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
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation
Wenhao Li, Hong Liu, Tianyu Guo, Hao Tang, Runwei Ding
arXiv_CV
arXiv_CV
3D
Represenation_Learning
Pose_Estimation
Knowledge
Pose
Action
Attention
CNN
PDF
2022-06-13
An Exploration of Post-Editing Effectiveness in Text Summarization
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes
arXiv_CL
arXiv_CL
Knowledge
Summarization
Text_Generation
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
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
Transformer Lesion Tracker
Wen Tang, Han Kang, Haoyue Zhang, Pengxin Yu, Corey W. Arnold, Rongguo Zhang
arXiv_CV
arXiv_CV
Transformer
Tracking
Sparse
Knowledge
Pose
Action
Attention
Matching
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
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
Vision-State Fusion: Improving Deep Neural Networks for Autonomous Robotics
Elia Cereda, Stefano Bonato, Mirko Nava, Alessandro Giusti, Daniele Palossi
arXiv_RO
arXiv_RO
3D
Pose_Estimation
Knowledge
Pose
CNN
Autonomous
PDF
2022-06-13
Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic
Shuyu Miao, Lin Zheng, Hong Jin
arXiv_CV
arXiv_CV
Recognition
Knowledge
Pose
PDF
2022-06-13
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens
Qi Jiang, Hao Shi, Lei Sun, Shaohua Gao, Kailun Yang, Kaiwei Wang
arXiv_CV
arXiv_CV
Restoration
Knowledge
Pose
PDF
2022-06-13
Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou, Shuai Yi, Wanli Ouyang
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-06-13
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Peng Guo, Zhiyun Xue, Sameer K Antani
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Action
Deep_Learning
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
2022-06-12
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
Self-critiquing models for assisting human evaluators
William Saunders, Catherine Yeh, Jeff Wu, Steven Bills, Long Ouyang, Jonathan Ward, Jan Leike
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-12
SeATrans: Learning Segmentation-Assisted diagnosis model via Transforme
Junde Wu, Huihui Fang, Fangxin Shang, Dalu Yang, Zhaowei Wang, Jing Gao, Yehui Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Knowledge
Pose
Action
Deep_Learning
Relation
PDF
2022-06-12
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher
Juncheng Wang, Junyu Gao, Yuan Yuan, Qi Wang
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
PDF
2022-06-12
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Relation
Language_Model
QA
PDF
2022-06-12
Grounding in social media: An approach to building a chit-chat dialogue model
Ritvik Choudhary, Daisuke Kawahara
arXiv_CL
arXiv_CL
Knowledge
Action
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
An Unsupervised Deep-Learning Method for Bone Age Assessment
Hao Zhu, Wan-Jing Nie, Yue-Jie Hou, Qi-Meng Du, Si-Jing Li, Chi-Chun Zhou
arXiv_CV
arXiv_CV
Unsupervised
OCR
Knowledge
Pose
Classification
CNN
PDF
2022-06-11
Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions
Tali Boneh-Shitrit, Shir Amir, Annika Bremhorst, Daniel S. Mills, Stefanie Riemer, Dror Fried, Anna Zamansky
arXiv_CV
arXiv_CV
Recognition
Knowledge
Self-Supervised
Emotion
Classification
Deep_Learning
PDF
2022-06-11
Signal-informed DNN-based DOA Estimation combining an External Microphone and GCC-PHAT Features
Ulrik Kowalk, Simon Doclo, Joerg Bitzer
arXiv_SD
arXiv_SD
Knowledge
Pose
CNN
PDF
2022-06-11
A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training
Zhihao Fan, Zhongyu Wei, Jingjing Chen, Siyuan Wang, Zejun Li, Jiarong Xu, Xuanjing Huang
arXiv_CV
arXiv_CV
Knowledge
Knowledge_Graph
Pose
PDF
2022-06-11
A Simplified Un-Supervised Learning Based Approach for Ink Mismatch Detection in Handwritten Hyper-Spectral Document Images
Muhammad Farhan Humayun, Hassan Waseem Malik, Ahmed Ahsan Alvi
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
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
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
Memory Classifiers: Two-stage Classification for Robustness in Machine Learning
Souradeep Dutta, Yahan Yang, Elena Bernardis, Edgar Dobriban, Insup Lee
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
PDF
2022-06-10
Graph-in-Graph Network for Automatic Gene Ontology Description Generation
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang
arXiv_AI
arXiv_AI
Knowledge
Pose
Ontology
PDF
2022-06-10
Meta Optimal Transport
Brandon Amos, Samuel Cohen, Giulia Luise, Ievgen Redko
arXiv_AI
arXiv_AI
Optimization
Knowledge
PDF
2022-06-10
Bidirectional Communication Control for Human-Robot Collaboration
Davide Ferrari, Federico Benzi, Cristian Secchi
arXiv_RO
arXiv_RO
Knowledge
Pose
Face
PDF
2022-06-10
Human-AI Interaction Design in Machine Teaching
Karan Taneja, Harshvardhan Sikka, Ashok Goel
arXiv_AI
arXiv_AI
OCR
Knowledge
Pose
Face
Action
PDF
2022-06-10
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction
Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Relation
Relation_Extraction
Language_Model
PDF
2022-06-10
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS
Eleni Nisioti, Mateo Mahaut, Pierre-Yves Oudeyer, Ida Momennejad, Clément Moulin-Frier
arXiv_AI
arXiv_AI
Knowledge
Pose
GAN
PDF
2022-06-10
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels
Anuja Vats, Ahmed Mohammed, Marius Pedersen
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Classification
Deep_Learning
Medical
PDF
2022-06-10
Unsupervised and Few-shot Parsing from Pretrained Language Models
Zhiyuan Zeng, Deyi Xiong
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Knowledge
Pose
Few-Shot
Attention
Language_Model
PDF
2022-06-10
Refining neural network predictions using background knowledge
Alessandro Daniele, Emile van Krieken, Luciano Serafini, Frank van Harmelen
arXiv_AI
arXiv_AI
Gradient_Descent
Knowledge
Prediction
PDF
2022-06-10
ABCDE: An Agent-Based Cognitive Development Environment
Jieyi Ye, Jiafei Duan, Samson Yu, Bihan Wen, Cheston Tan
arXiv_AI
arXiv_AI
3D
Knowledge
Action
PDF
2022-06-10
Symbolic image detection using scene and knowledge graphs
Nasrin Kalanat, Adriana Kovashka
arXiv_CV
arXiv_CV
Knowledge
Knowledge_Graph
Pose
Classification
Detection
Relation
Attention
PDF
2022-06-10
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J. Sinusas, John A. Onofrey, Chi liu
arXiv_AI
arXiv_AI
Knowledge
Pose
Medical
CNN
PDF
2022-06-09
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields
Mingtong Zhang, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang
arXiv_CV
arXiv_CV
Edge_Detection
Segmentation
Semantic_Segmentation
3D
Knowledge
Face
Detection
Relation
PDF
2022-06-09
On the Generalization and Adaption Performance of Causal Models
Nino Scherrer, Anirudh Goyal, Stefan Bauer, Yoshua Bengio, Nan Rosemary Ke
arXiv_AI
arXiv_AI
Sparse
Knowledge
Pose
Few-Shot
PDF
2022-06-09
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Santilli, Andreas Stuhlmüller, Andrew Dai, Andrew La, Andrew Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakaş, et al. (392 additional authors not shown)
arXiv_AI
arXiv_AI
Transformer
Sparse
Knowledge
Quantitative
Language_Model
PDF
2022-06-09
Extracting Zero-shot Common Sense from Large Language Models for Robot 3D Scene Understanding
William Chen, Siyi Hu, Rajat Talak, Luca Carlone
arXiv_CL
arXiv_CL
3D
Zero-Shot
Knowledge
Pose
Language_Model
PDF
2022-06-09
Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety
Amit Sheth, Manas Gaur, Kaushik Roy, Revathy Venkataraman, Vedant Khandelwal
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
Recommendation
PDF
2022-06-09
SDQ: Stochastic Differentiable Quantization with Mixed Precision
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng
arXiv_AI
arXiv_AI
NAS
Quantization
Reinforcement_Learning
Regularization
Knowledge
PDF
2022-06-09
AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing
Fabian A. Braeu, Thanadet Chuangsuwanich, Tin A. Tun, Alexandre H. Thiery, Tin Aung, George Barbastathis, Michaël J.A. Girard
arXiv_CV
arXiv_CV
3D
Knowledge
Pose
PDF
2022-06-09
Learning Vehicle Trajectory Uncertainty
Barak Or, Itzik Klein
arXiv_RO
arXiv_RO
Tracking
RNN
Knowledge
Pose
PDF
2022-06-09
Graph Attention Multi-Layer Perceptron
Wentao Zhang, Ziqi Yin, Zeang Sheng, Yang Li, Wen Ouyang, Xiaosen Li, Yangyu Tao, Zhi Yang, Bin Cui
arXiv_AI
arXiv_AI
Sparse
Knowledge
Pose
Relation
Attention
PDF
2022-06-09
Context-based out-of-vocabulary word recovery for ASR systems in Indian languages
Arun Baby, Saranya Vinnaitherthan, Akhil Kerhalkar, Pranav Jawale, Sharath Adavanne, Nagaraj Adiga
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Speech_Recognition
Language_Model
Matching
PDF
2022-06-09
Unveiling Transformers with LEGO: a synthetic reasoning task
Yi Zhang, Arturs Backurs, Sébastien Bubeck, Ronen Eldan, Suriya Gunasekar, Tal Wagner
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Attention
CNN
PDF
2022-06-09
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa Angelini, Christine Hendon
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Knowledge
Pose
Deep_Learning
PDF
2022-06-09
Temporal Inductive Logic Reasoning
Yuan Yang, Siheng Xiong, James C Kerce, Faramarz Fekri
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Relation
PDF
2022-06-08
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
Aleksandar Pavlović (1), Emanuel Sallinger (1 and 2) ((1) TU Vienna (2) University of Oxford)
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Inference
PDF
2022-06-08
Unsupervised Key Event Detection from Massive Text Corpora
Yunyi Zhang, Fang Guo, Jiaming Shen, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Action
Detection
PDF
2022-06-08
STable: Table Generation Framework for Encoder-Decoder Models
Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
Relation
Relation_Extraction
Inference
PDF
2022-06-08
SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
arXiv_AI
arXiv_AI
Tracking
Knowledge
Pose
Inference
PDF
2022-06-08
Narrowing the Coordinate-frame Gap in Behavior Prediction Models: Distillation for Efficient and Accurate Scene-centric Motion Forecasting
DiJia Su, Bertrand Douillard, Rami Al-Rfou, Cheolho Park, Benjamin Sapp
arXiv_AI
arXiv_AI
Knowledge
Autonomous
Inference
Prediction
PDF
2022-06-08
Driving Digital Engineering Integration and Interoperability Through Semantic Integration of Models with Ontologies
Daniel Dunbar, Thomas Hagedorn, Mark Blackburn, John Dzielski, Steven Hespelt, Benjamin Kruse, Dinesh Verma, Zhongyuan Yu
arXiv_AI
arXiv_AI
Knowledge
Pose
Ontology
Face
Action
PDF
2022-06-08
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas Maier, Ronak Kosti
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Style_Transfer
Knowledge
Pose
Contrastive_Learning
Medical
PDF
2022-06-08
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering
Aseem Srivastava, Tharun Suresh, Sarah Peregrine (Grin) Lord, Md. Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Summarization
PDF
2022-06-08
Unsupervised Knowledge Adaptation for Passenger Demand Forecasting
Can Li, Lei Bai, Wei Liu, Lina Yao, S Travis Waller
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Action
Relation
PDF
2022-06-08
Explanation as Question Answering based on a Task Model of the Agent's Design
Ashok Goel, Harshvardhan Sikka, Vrinda Nandan, Jeonghyun Lee, Matt Lisle, Spencer Rugaber
arXiv_AI
arXiv_AI
Knowledge
Recommendation
PDF
2022-06-08
Disentangled Ontology Embedding for Zero-shot Learning
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
arXiv_AI
arXiv_AI
Embedding
Zero-Shot
Knowledge
Knowledge_Graph
Pose
Ontology
Classification
Relation
Image_Classification
PDF
2022-06-08
Motiflets -- Fast and Accurate Detection of Motifs in Time Series
Patrick Schäfer, Ulf Leser
arXiv_AI
arXiv_AI
Knowledge
Pose
Quantitative
Detection
PDF
2022-06-08
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
QA
PDF
2022-06-08
Unsupervised Learning of 3D Scene Flow from Monocular Camera
Guangming Wang, Xiaoyu Tian, Ruiqi Ding, Hesheng Wang
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose_Estimation
Regularization
Knowledge
Pose
Optical_Flow
PDF
2022-06-08
COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics
Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj, Alexander Wong
arXiv_CV
arXiv_CV
Knowledge
Pose
PDF
2022-06-08
Delving into the Pre-training Paradigm of Monocular 3D Object Detection
Zhuoling Li, Chuanrui Zhang, En Yu, Haoqian Wang
arXiv_CV
arXiv_CV
3D
Knowledge
Pose
Detection
Object_Detection
PDF
2022-06-07
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Detection
Relation
Object_Detection
Attention
Inference
PDF
2022-06-07
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks
Yang Shi, Min Chi, Tiffany Barnes, Thomas Price
arXiv_AI
arXiv_AI
Knowledge
Pose
Attention
Prediction
PDF
2022-06-07
Learning Mobile Manipulation
David Watkins
arXiv_RO
arXiv_RO
Segmentation
Knowledge
Deep_Learning
PDF
2022-06-07
Exploring the combination of deep-learning based direct segmentation and deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy
Xiao Liang, Howard Morgan, Ti Bai, Michael Dohopolski, Dan Nguyen, Steve Jiang
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Action
Deep_Learning
Contour
PDF
2022-06-07
cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation
Kshitij Gupta, Devansh Gautam, Radhika Mamidi
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
VQA
Language_Model
PDF
2022-06-07
Physics-Inspired Temporal Learning of Quadrotor Dynamics for Accurate Model Predictive Trajectory Tracking
Alessandro Saviolo, Guanrui Li, Giuseppe Loianno
arXiv_AI
arXiv_AI
Tracking
Sparse
Knowledge
Action
Deep_Learning
CNN
Prediction
PDF
2022-06-07
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
Zhao Mandi, Pieter Abbeel, Stephen James
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Self-Supervised
PDF
2022-06-07
Fooling Explanations in Text Classifiers
Adam Ivankay, Ivan Girardi, Chiara Marchiori, Pascal Frossard
arXiv_CL
arXiv_CL
Transformer
Text_Classification
Knowledge
Classification
Relation
Prediction
PDF
2022-06-07
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs
Vítor Lourenço, Aline Paes
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Prediction
PDF
2022-06-07
CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities
Zirong Chen, Isaac Li, Haoxiang Zhang, Sarah Preum, John A. Stankovic, Meiyi Ma
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-07
Normalisations of Existential Rules: Not so Innocuous!
David Carral, Lucas Larroque, Marie-Laure Mugnier, Michaël Thomazo
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-07
Wavelet Prior Attention Learning in Axial Inpainting Network
Chenjie Cao, Chengrong Wang, Yuntao Zhang, Yanwei Fu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Inpainting
Knowledge
Pose
Quantitative
Attention
PDF
2022-06-07
EiX-GNN : Concept-level eigencentrality explainer for graph neural networks
Pascal Bourdon (XLIM-ASALI), David Helbert (XLIM-ASALI), Adrien Raison
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-07
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images
Tia Tuinstra, Hayden Gunraj, Alexander Wong
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
PDF
2022-06-07
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection
Lis Kanashiro Pereira, Ichiro Kobayashi
arXiv_CL
arXiv_CL
Transformer
Bert
Zero-Shot
Knowledge
Adversarial
Pose
Detection
Language_Model
PDF
2022-06-07
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning
Zhifeng Ma, Hao Zhang, Jie Liu
arXiv_CV
arXiv_CV
RNN
Knowledge
Pose
Prediction
PDF
2022-06-07
Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images
Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Detection
PDF
2022-06-07
Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records
Yusuke Takagi, Noriaki Hashimoto, Hiroki Masuda, Hiroaki Miyoshi, Koichi Ohshima, Hidekata Hontani, Ichiro Takeuchi
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Relation
Attention
Medical
PDF
2022-06-07
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez, Maksims Volkovs
arXiv_CL
arXiv_CL
Transformer
Enhancement
Knowledge
Inference
PDF
2022-06-07
Improving Knowledge Graph Embedding via Iterative Self-Semantic Knowledge Distillation
Zhehui Zhou, Defang Chen, Can Wang, Yan Feng, Chun Chen
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Relation
Prediction
PDF
2022-06-07
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs
Zhaocheng Zhu, Xinyu Yuan, Louis-Pascal Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
PDF
2022-06-06
Neuro-Symbolic Causal Language Planning with Commonsense Prompting
Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel Eckstein, William Yang Wang
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Relation
Language_Model
PDF
2022-06-06
Schema-Guided Event Graph Completion
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Self-Supervised
Pose
Inference
Prediction
Matching
PDF
2022-06-06
Learning Treatment Plan Representations for Content Based Image Retrieval
Charles Huang, Varun Vasudevan, Oscar Pastor-Serrano, Md Tauhidul Islam, Yusuke Nomura, Yong Yang, Lei Xing
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Knowledge
Pose
Deep_Learning
Medical
PDF
2022-06-06
Physics and semantic informed multi-sensor calibration via optimization theory and self-supervised learning
Shmuel Y. Hayoun, Meir Halachmi, Doron Serebro, Kfir Twizer, Elinor Medezinski, Liron Korkidi, Moshik Cohen, Itai Orr
arXiv_AI
arXiv_AI
Optimization
Knowledge
Self-Supervised
Pose
Autonomous
PDF
2022-06-06
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer
Lianghao Xia, Chao Huang, Yong Xu, Jian Pei
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Action
Relation
Attention
Recommendation
PDF
2022-06-06
What do tokens know about their characters and how do they know it?
Ayush Kaushal, Kyle Mahowald
arXiv_CL
arXiv_CL
Embedding
Bert
Knowledge
Speech
Relation
Language_Model
PDF
2022-06-06
Transfer Learning based Search Space Design for Hyperparameter Tuning
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Optimization
Knowledge
Deep_Learning
PDF
2022-06-06
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding
Daniel Gerlinghoff, Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Tao Luo
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-06
Easy, adaptable and high-quality Modelling with domain-specific Constraint Patterns
Sophia Saller, Jana Koehler
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-06
Towards Responsible AI for Financial Transactions
Charl Maree, Jan Erik Modal, Christian W. Omlin
arXiv_AI
arXiv_AI
Knowledge
Action
Classification
PDF
2022-06-06
Robust Image Protection Countering Cropping Manipulation
Qichao Ying, Hang Zhou, Zhenxing Qian, Sheng Li, Xinpeng Zhang
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
PDF
2022-06-06
Knowledge-based Document Classification with Shannon Entropy
AtMa P.O. Chan
arXiv_CL
arXiv_CL
Knowledge
Pose
Classification
Detection
Inference
Prediction
PDF
2022-06-06
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection
Chaoqi Chen, Jiongcheng Li, Hong-Yu Zhou, Xiaoguang Han, Yue Huang, Xinghao Ding, Yizhou Yu
arXiv_CV
arXiv_CV
Knowledge
Pose
Action
Detection
Relation
Object_Detection
Attention
PDF
2022-06-06
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
Chinmay Maheshwari, Eric Mazumdar, Shankar Sastry
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Matching
PDF
2022-06-06
Contrastive Graph Multimodal Model for Text Classification in Videos
Ye Liu, Changchong Lu, Chen Lin, Di Yin, Bo Ren
arXiv_CV
arXiv_CV
Video_Indexing
Recognition
OCR
Text_Classification
Knowledge
Contrastive_Learning
Action
Classification
Relation
PDF
2022-06-06
Evaluation-oriented Knowledge Distillation for Deep Face Recognition
Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding
arXiv_CV
arXiv_CV
Recognition
Knowledge
Pose
Face
Relation
Face_Recognition
PDF
2022-06-06
Fully Persistent Spatial Data Structures for Efficient Queries in Path-Dependent Motion Planning Applications
Sathwik Karnik, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Gustavo Nunes Goretkin
arXiv_RO
arXiv_RO
Knowledge
PDF
2022-06-05
A knowledge graph representation learning approach to predict novel kinase-substrate interactions
Sachin Gavali, Karen Ross, Chuming Chen, Julie Cowart, Cathy H. Wu
arXiv_AI
arXiv_AI
Represenation_Learning
Knowledge
Knowledge_Graph
Ontology
Action
Classification
PDF
2022-06-05
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-Training
Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C-C Jay Kuo, Georges El Fakhri, Jonghye Woo
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Medical
PDF
2022-06-05
OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes
David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina Tamma, Terry R. Payne
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Ontology
Medical
PDF
2022-06-05
Offline RL for Natural Language Generation with Implicit Language Q Learning
Charlie Snell, Ilya Kostrikov, Yi Su, Mengjiao Yang, Sergey Levine
arXiv_CL
arXiv_CL
Reinforcement_Learning
Optimization
Knowledge
Speech
Pose
Language_Model
PDF
2022-06-05
Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography
Ali K. Z. Tehrani, Hassan Rivaz
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Optical_Flow
PDF
2022-06-05
Vanilla Feature Distillation for Improving the Accuracy-Robustness Trade-Off in Adversarial Training
Guodong Cao, Zhibo Wang, Xiaowei Dong, Zhifei Zhang, Hengchang Guo, Zhan Qin, Kui Ren
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Classification
PDF
2022-06-05
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech
Ziyue Jiang, Su Zhe, Zhou Zhao, Qian Yang, Yi Ren, Jinglin Liu, Zhenhui Ye
arXiv_CL
arXiv_CL
Knowledge
Speech
Pose
Attention
PDF
2022-06-05
Product safety idioms: a method for building causal Bayesian networks for product safety and risk assessment
Joshua Hunte, Martin Neil, Norman Fenton
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-06-05
Federated Adversarial Training with Transformers
Ahmed Aldahdooh, Wassim Hamidouche, Olivier Déforges
arXiv_CV
arXiv_CV
Transformer
Knowledge
Adversarial
Pose
Classification
CNN
PDF
2022-06-05
A Multimodal Corpus for Emotion Recognition in Sarcasm
Anupama Ray, Shubham Mishra, Apoorva Nunna, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Recognition
Knowledge
Pose
Emotion
Detection
Relation
Sentiment
PDF
2022-06-05
ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
Ke Zhang, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Regularization
Knowledge
Pose
PDF
2022-06-05
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation
Yuenan Hou, Xinge Zhu, Yuexin Ma, Chen Change Loy, Yikang Li
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Sparse
Knowledge
Pose
PDF
2022-06-05
Towards the Creation of a Nutrition and Food Group Based Image Database
Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather Eicher-Miller, Fengqing Zhu
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Deep_Learning
PDF
2022-06-05
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
arXiv_CV
arXiv_CV
Transformer
Embedding
Knowledge
Speech
VQA
QA
PDF
2022-06-04
Beyond Value: CHECKLIST for Testing Inferences in Planning-Based RL
Kin-Ho Lam, Delyar Tabatabai, Jed Irvine, Donald Bertucci, Anita Ruangrotsakun, Minsuk Kahng, Alan Fern
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Face
Inference
PDF
2022-06-04
Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning
Ioannis Tsaknakis, Bhavya Kailkhura, Sijia Liu, Donald Loveland, James Diffenderfer, Anna Maria Hiszpanski, Mingyi Hong
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
Deep_Learning
PDF
2022-06-04
Guided Deep Metric Learning
Jorge Gonzalez-Zapata, Ivan Reyes-Amezcua, Daniel Flores-Araiza, Mauricio Mendez-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
arXiv_AI
arXiv_AI
Knowledge
Pose
Few-Shot
PDF
2022-06-04
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation
Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Action
Relation
Medical
Inference
PDF
2022-06-04
Atypical lexical abbreviations identification in Russian medical texts
Anna Berdichevskaia (NUST "MISiS")
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
PDF
2022-06-04
Instance-wise Prompt Tuning for Pretrained Language Models
Yuezihan Jiang, Hao Yang, Junyang Lin, Hanyu Zhao, An Yang, Chang Zhou, Hongxia Yang, Zhi Yang, Bin Cui
arXiv_AI
arXiv_AI
Knowledge
Language_Model
PDF
2022-06-04
Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data
Debo Cheng (1), Jiuyong Li (1), Lin Liu (1), Kui Yu (2), Thuc Duy Lee (1), Jixue Liu (1) ((1) School of Information Technology and Mathematical Sciences, University of South Australia (2) School of Computer Science and Information Engineering, Hefei University of Technology)
arXiv_AI
arXiv_AI
Knowledge
Pose
Inference
PDF
2022-06-04
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition
Zihao Zhao, Yanhong Wang, Qiaosha Zou, Tie Xu, Fangbo Tao, Jiansong Zhang, Xiaoan Wang, C.-J. Richard Shi, Junwen Luo, Yuan Xie
arXiv_AI
arXiv_AI
Recognition
Gesture
Knowledge
Face
Action_Recognition
Action
Classification
Deep_Learning
Detection
Few-Shot
Inference
PDF
2022-06-04
Estimating counterfactual treatment outcomes over time in complex multi-agent scenarios
Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda
arXiv_AI
arXiv_AI
RNN
Knowledge
Pose
Relation
Autonomous
Prediction
PDF
2022-06-04
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
Zhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang, Xiaoxia Wu, Conglong Li, Yuxiong He
arXiv_CL
arXiv_CL
Transformer
Quantization
Bert
Knowledge
Attention
Inference
Language_Model
PDF
2022-06-04
Extreme Compression for Pre-trained Transformers Made Simple and Efficient
Xiaoxia Wu, Zhewei Yao, Minjia Zhang, Conglong Li, Yuxiong He
arXiv_CL
arXiv_CL
Transformer
Quantization
Bert
Knowledge
Pose
PDF
2022-06-03
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification
Shuai Wang, Chengyang Li, Qi Hao, Chengzhong Xu, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor
arXiv_RO
arXiv_RO
Knowledge
Pose
Deep_Learning
Autonomous
PDF
2022-06-03
QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System
Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Knowledge
Knowledge_Graph
Pose
Relation
Attention
CNN
QA
PDF
2022-06-03
Option Discovery for Autonomous Generation of Symbolic Knowledge
Gabriele Sartor, Davide Zollo, Marta Cialdea Mayer, Angelo Oddi, Riccardo Rasconi, Vieri Giuliano Santucci
arXiv_AI
arXiv_AI
Knowledge
Autonomous
PDF
2022-06-03
Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks
Andrew C. Li, Pashootan Vaezipoor, Rodrigo Toro Icarte, Sheila A. McIlraith
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Sparse
Knowledge
Pose
PDF
2022-06-03
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge
Dustin Schwenk, Apoorv Khandelwal, Christopher Clark, Kenneth Marino, Roozbeh Mottaghi
arXiv_CV
arXiv_CV
Knowledge
Pose
VQA
Language_Model
QA
PDF
2022-06-03
Beyond Tabula Rasa: Reincarnating Reinforcement Learning
Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro, Aaron Courville, Marc G. Bellemare
arXiv_AI
arXiv_AI
Reinforcement_Learning
OCR
Knowledge
Pose
PDF
2022-06-03
Effects of Auxiliary Knowledge on Continual Learning
Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Classification
Image_Classification
PDF
2022-06-03
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews
Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Review
Few-Shot
Summarization
Text_Generation
Inference
PDF
2022-06-03
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Inference
Language_Model
PDF
2022-06-03
Constraining Gaussian processes for physics-informed acoustic emission mapping
Matthew R Jones, Timothy J Rogers, Elizabeth J Cross
arXiv_SD
arXiv_SD
Sparse
Knowledge
Prediction
PDF
2022-06-03
Zero-Shot Bird Species Recognition by Learning from Field Guides
Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Knowledge
PDF
2022-06-03
Plumber: A Modular Framework to Create Information Extraction Pipelines
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Action
PDF
2022-06-03
Exploring Transformers for Behavioural Biometrics: A Case Study in Gait Recognition
Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
arXiv_CV
arXiv_CV
Transformer
Recognition
Gait_Recognition
RNN
Knowledge
Pose
Deep_Learning
Attention
CNN
PDF
2022-06-03
Learning rich optical embeddings for privacy-preserving lensless image classification
Eric Bezzam, Martin Vetterli, Matthieu Simeoni
arXiv_CV
arXiv_CV
Embedding
Optimization
Knowledge
Pose
Classification
Image_Classification
PDF
2022-06-03
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain
Modar Sulaiman, Kallol Roy
arXiv_AI
arXiv_AI
Transformer
Knowledge
Classification
PDF
2022-06-03
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset
Qiqi Ding, Peng Li, Xuefeng Yan, Ding Shi, Luming Liang, Weiming Wang, Haoran Xie, Jonathan Li, Mingqiang Wei
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Knowledge
Pose
Quantitative
Detection
Object_Detection
PDF
2022-06-03
Robotic Planning under Uncertainty in Spatiotemporal Environments in Expeditionary Science
Victoria Preston, Genevieve Flaspohler, Anna P. M. Michel, John W. Fisher III, Nicholas Roy
arXiv_RO
arXiv_RO
Reinforcement_Learning
Knowledge
Pose
Autonomous
PDF
2022-06-02
Augmenting Scientific Creativity with Retrieval across Knowledge Domains
Hyeonsu B. Kang, Sheshera Mysore, Kevin Huang, Haw-Shiuan Chang, Thorben Prein, Andrew McCallum, Aniket Kittur, Elsa Olivetti
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-06-02
Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling
Jian Hu, Haowen Zhong, Junchi Yan, Shaogang Gong, Guile Wu, Fei Yang
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
PDF
2022-06-02
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu, Csaba Szepesvári, Chi Jin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Adversarial
Action
PDF
2022-06-02
The Musical Arrow of Time -- The Role of Temporal Asymmetry in Music and Its Organicist Implications
Qi Xu
arXiv_SD
arXiv_SD
Knowledge
Pose
Relation
GAN
PDF
2022-06-02
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
arXiv_CV
arXiv_CV
Knowledge
Pose
Relation
VQA
QA
PDF
2022-06-02
3D-Augmented Contrastive Knowledge Distillation for Image-based Object Pose Estimation
Zhidan Liu, Zhen Xing, Xiangdong Zhou, Yijiang Chen, Guichun Zhou
arXiv_AI
arXiv_AI
Image_Caption
3D
Pose_Estimation
Knowledge
Pose
Contrastive_Learning
PDF
2022-06-02
Vygotskian Autotelic Artificial Intelligence: Language and Culture Internalization for Human-Like AI
Cédric Colas, Tristan Karch, Clément Moulin-Frier, Pierre-Yves Oudeyer
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Pose
Action
Relation
Autonomous
PDF
2022-06-02
Artificial Open World for Evaluating AGI: a Conceptual Design
Bowen Xu, Quansheng Ren
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-02
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach
Johanna Jøsang, Ricardo Guimarães, Ana Ozaki
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
PDF
2022-06-02
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction
Han Li, Dan Zhao, Jianyang Zeng
arXiv_AI
arXiv_AI
Transformer
Represenation_Learning
Knowledge
Self-Supervised
Pose
Deep_Learning
Attention
Prediction
PDF
2022-06-02
Leveraging Systematic Knowledge of 2D Transformations
Jiachen Kang, Wenjing Jia, Xiangjian He
arXiv_CV
arXiv_CV
Knowledge
Classification
Deep_Learning
Image_Classification
PDF
2022-06-02
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie
arXiv_AI
arXiv_AI
Gradient_Descent
RNN
Knowledge
Deep_Learning
PDF
2022-06-02
Distilling Knowledge from Object Classification to Aesthetics Assessment
Jingwen Hou, Henghui Ding, Weisi Lin, Weide Liu, Yuming Fang
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Inference
PDF
2022-06-02
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
Jiacheng Wang, Fei Chen, Yuxi Ma, Liansheng Wang, Zhaodong Fei, Jianwei Shuai, Xiangdong Tang, Qichao Zhou, Jing Qin
arXiv_AI
arXiv_AI
Transformer
Segmentation
Knowledge
Pose
Quantitative
Attention
PDF
2022-06-01
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness
Christoph Auer (1), Michele Dolfi (1), André Carvalho (2), Cesar Berrospi Ramis (1), Peter W. J. Staar (1) ((1) IBM Research, (2) SoftINSA Lda.)
arXiv_CV
arXiv_CV
Recognition
OCR
Optical_Character
Knowledge
Face
PDF
2022-06-01
Context-Driven Detection of Invertebrate Species in Deep-Sea Video
R. Austin McEver, Bowen Zhang, Connor Levenson, A S M Iftekhar, B.S. Manjunath
arXiv_CV
arXiv_CV
Knowledge
Classification
Detection
Object_Detection
PDF
2022-06-01
A modular architecture for creating multimodal agents
Thomas Baier, Selene Baez Santamaria, Piek Vossen
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Action
PDF
2022-06-01
Unifying Voxel-based Representation with Transformer for 3D Object Detection
Yanwei Li, Yilun Chen, Xiaojuan Qi, Zeming Li, Jian Sun, Jiaya Jia
arXiv_CV
arXiv_CV
Transformer
Point_Cloud
3D
Knowledge
Pose
Action
Detection
Object_Detection
PDF
2022-06-01
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts
Giulia Romano, Andrea Agostini, Francesco Trovò, Nicola Gatti, Marcello Restelli
arXiv_AI
arXiv_AI
Knowledge
Recommendation
PDF
2022-06-01
SAMPLE-HD: Simultaneous Action and Motion Planning Learning Environment
Michal Nazarczuk, Tony Ng, Krystian Mikolajczyk
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
PDF
2022-06-01
Ultrahyperbolic Knowledge Graph Embeddings
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
PDF
2022-06-01
Learning Invariant Visual Representations for Compositional Zero-Shot Learning
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Knowledge
Pose
Relation
PDF
2022-06-01
A Generalized Supervised Contrastive Learning Framework
Jaewon Kim, Jooyoung Chang, Sang Min Park
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Knowledge
Self-Supervised
Contrastive_Learning
PDF
2022-06-01
Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems
Hongpeng Zhou, Wei Pan
arXiv_AI
arXiv_AI
Sparse
Knowledge
Pose
PDF
2022-06-01
ORC: Network Group-based Knowledge Distillation using Online Role Change
Junyong Choi, Hyeon Cho, Seockhwa Jeong, Wonjun Hwang
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-06-01
BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts
Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
arXiv_CL
arXiv_CL
Embedding
Knowledge
Speech
Detection
PDF
2022-06-01
Optical character recognition quality affects perceived usefulness of historical newspaper clippings
Kimmo Kettunen, Heikki Keskustalo, Sanna Kumpulainen, Tuula Pääkkönen, Juha Rautiainen
arXiv_CL
arXiv_CL
Recognition
Optical_Character
Knowledge
PDF
2022-06-01
Insertion of real agents behaviors in CARLA autonomous driving simulator
Sergio Martín Serrano, David Fernández Llorca, Iván García Daza, Miguel Ángel Sotelo
arXiv_RO
arXiv_RO
Knowledge
Pose
Action
Autonomous
PDF
2022-06-01
Label-Efficient Online Continual Object Detection in Streaming Video
Jay Zhangjie Wu, David Junhao Zhang, Wynne Hsu, Mengmi Zhang, Mike Zheng Shou
arXiv_CV
arXiv_CV
Knowledge
Pose
Action
Detection
Object_Detection
PDF
2022-05-31
Efficiently Embedding Dynamic Knowledge Graphs
Tianxing Wu, Arijit Khan, Melvin Yong, Guilin Qi, Meng Wang
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
CNN
Prediction
Recommendation
PDF
2022-05-31
Neural Retriever and Go Beyond: A Thesis Proposal
Man Luo
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Attention
Matching
PDF
2022-05-31
What Knowledge Gets Distilled in Knowledge Distillation?
Utkarsh Ojha, Yuheng Li, Yong Jae Lee
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Classification
Image_Classification
PDF
2022-05-31
Knowledge Graph -- Deep Learning: A Case Study in Question Answering in Aviation Safety Domain
Ankush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar
arXiv_AI
arXiv_AI
Bert
Knowledge
Knowledge_Graph
Pose
Face
Deep_Learning
QA
PDF
2022-05-31
Towards Context-Aware Neural Performance-Score Synchronisation
Ruchit Agrawal
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-05-31
Skeleton-based Action Recognition via Temporal-Channel Aggregation
Shengqin Wang, Yongji Zhang, Fenglin Wei, Kai Wang, Minghao Zhao, Yu Jiang
arXiv_CV
arXiv_CV
Recognition
Knowledge
Pose
Action_Recognition
Action
Attention
CNN
PDF
2022-05-31
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch, Varun Jampani
arXiv_CV
arXiv_CV
3D
Optimization
Pose_Estimation
Knowledge
Pose
Action
PDF
2022-05-31
Knowledge Enhanced Neural Networks for relational domains
Alessandro Daniele, Luciano Serafini
arXiv_AI
arXiv_AI
Knowledge
Pose
Relation
Prediction
PDF
2022-05-31
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling
Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Relation
GAN
PDF
2022-05-31
Attribute Exploration with Multiple Contradicting Partial Experts
Maximilian Felde, Gerd Stumme
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-05-31
An Informational Space Based Semantic Analysis for Scientific Texts
Neslihan Suzen, Alexander N. Gorban, Jeremy Levesley, Evgeny M. Mirkes
arXiv_AI
arXiv_AI
Knowledge
Action
Relation
PDF
2022-05-31
Multi-task Optimization Based Co-training for Electricity Consumption Prediction
Hui Song, A. K. Qin, Chenggang Yan
arXiv_AI
arXiv_AI
Optimization
RNN
Knowledge
Pose
Prediction
Matching
PDF
2022-05-31
Decomposing NeRF for Editing via Feature Field Distillation
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Knowledge
Self-Supervised
Pose
PDF
2022-05-31
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection
Hyeon Cho, Junyong Choi, Geonwoo Baek, Wonjun Hwang
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Regularization
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
Matching
PDF
2022-05-31
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Knowledge
Adversarial
Pose
Sentiment
Attention
PDF
2022-05-31
ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts
Bingqian Lin, Yi Zhu, Zicong Chen, Xiwen Liang, Jianzhuang Liu, Xiaodan Liang
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Action
Prediction
PDF
2022-05-31
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm
Yuzhe Zhang, Hong Zhang
arXiv_CL
arXiv_CL
Recognition
Bert
RNN
Knowledge
Pose
Action
PDF
2022-05-30
GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Action
PDF
2022-05-30
Re-parameterizing Your Optimizers rather than Architectures
Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding
arXiv_AI
arXiv_AI
Quantization
Knowledge
Pose
Inference
PDF
2022-05-30
Few-shot Class-incremental Learning for 3D Point Cloud Objects
Townim Chowdhury, Ali Cheraghian, Sameera Ramasinghe, Sahar Ahmadi, Morteza Saberi, Shafin Rahman
arXiv_CV
arXiv_CV
Point_Cloud
3D
Knowledge
Pose
Few-Shot
PDF
2022-05-30
Towards Efficient 3D Object Detection with Knowledge Distillation
Jihan Yang, Shaoshuai Shi, Runyu Ding, Zhe Wang, Xiaojuan Qi
arXiv_AI
arXiv_AI
3D
Knowledge
Pose
Action
Classification
Detection
Object_Detection
PDF
2022-05-30
Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing
Linjie Xu, Jorge Hurtado-Grueso, Dominic Jeurissen, Diego Perez Liebana, Alexander Dockhorn
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
PDF
2022-05-30
Learning Adaptive Propagation for Knowledge Graph Reasoning
Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
PDF
2022-05-30
Chefs' Random Tables: Non-Trigonometric Random Features
Valerii Likhosherstov, Krzysztof Choromanski, Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller
arXiv_AI
arXiv_AI
Transformer
Knowledge
Speech
Classification
PDF
2022-05-30
Knowledge Distillation for 6D Pose Estimation by Keypoint Distribution Alignment
Shuxuan Guo, Yinlin Hu, Jose M. Alvarez, Mathieu Salzmann
arXiv_CV
arXiv_CV
Pose_Estimation
Knowledge
Pose
PDF
2022-05-30
Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection
Kaicheng Yu, Tang Tao, Hongwei Xie, Zhiwei Lin, Zhongwei Wu, Zhongyu Xia, Tingting Liang, Haiyang Sun, Jiong Deng, Dayang Hao, Yongtao Wang, Xiaodan Liang, Bing Wang
arXiv_CV
arXiv_CV
3D
Knowledge
Pose
Detection
Object_Detection
Autonomous
PDF
2022-05-30
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
PDF
2022-05-30
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation
Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
Denoising
Language_Model
PDF
2022-05-30
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Deep_Learning
PDF
2022-05-30
Exploring the Open World Using Incremental Extreme Value Machines
Tobias Koch, Felix Liebezeit, Christian Riess, Vincent Christlein, Thomas Köhler
arXiv_CV
arXiv_CV
Recognition
Knowledge
Pose
Face
Classification
Face_Recognition
Image_Classification
PDF
2022-05-30
Prompt-aligned Gradient for Prompt Tuning
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
arXiv_CV
arXiv_CV
Zero-Shot
Knowledge
Few-Shot
Language_Model
Prediction
PDF
2022-05-30
Informable Multi-Objective and Multi-Directional RRT* System for Robot Path Planning
Jiunn-Kai Huang, Yingwen Tan, Dongmyeong Lee, Vishnu R. Desaraju, Jessy W. Grizzle
arXiv_RO
arXiv_RO
Knowledge
Pose
PDF
2022-05-30
EA$^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction
Qi Zeng, Qiusi Zhan, Heng Ji
arXiv_CL
arXiv_CL
Knowledge
Action
Relation
Inference
PDF
2022-05-29
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition
Pengshan Cai, Hui Wan, Fei Liu, Mo Yu, Hong Yu, Sachindra Joshi
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-29
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
Yirong Chen, Weiquan Fan, Xiaofen Xing, Jianxin Pang, Minlie Huang, Wenjing Han, Qianfeng Tie, Xiangmin Xu
arXiv_AI
arXiv_AI
Recognition
Knowledge
Pose
Emotion
Language_Model
PDF
2022-05-29
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
arXiv_CL
arXiv_CL
Enhancement
Zero-Shot
Knowledge
Pose
Few-Shot
Inference
Language_Model
PDF
2022-05-29
Anchor Prediction: A Topic Modeling Approach
Jean Dupuy, Adrien Guille, Julien Jacques
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
Action
Relation
Prediction
PDF
2022-05-29
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
arXiv_CV
arXiv_CV
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
Prediction
PDF
2022-05-29
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation
Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang, Ying Tai, Chengjie Wang, Jie Yang
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Optical_Flow
Inference
PDF
2022-05-29
A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks
Binyan Hu, Yu Sun, A. K. Qin
arXiv_CV
arXiv_CV
Knowledge
Pose
Classification
Attention
Image_Classification
Inference
PDF
2022-05-29
Joint Abductive and Inductive Neural Logical Reasoning
Zhenwei Tang, Shichao Pei, Xi Peng, Fuzhen Zhuang, Xiangliang Zhang, Robert Hoehndorf
arXiv_AI
arXiv_AI
Optimization
Knowledge
Pose
Ontology
Inference
PDF
2022-05-29
Independent and Decentralized Learning in Markov Potential Games
Chinmay Maheshwari, Manxi Wu, Druv Pai, Shankar Sastry
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Pose
PDF
2022-05-29
AutoDisc: Automatic Distillation Schedule for Large Language Model Compression
Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song
arXiv_CL
arXiv_CL
Optimization
Knowledge
Pose
Language_Model
PDF
2022-05-29
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
Yuhe Ding, Lijun Sheng, Jian Liang, Aihua Zheng, Ran He
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Point_Cloud
3D
Regularization
Knowledge
Pose
Prediction
PDF
2022-05-28
Contributor-Aware Defenses Against Adversarial Backdoor Attacks
Glenn Dawson, Muhammad Umer, Robi Polikar
arXiv_AI
arXiv_AI
Knowledge
Adversarial
Pose
Classification
Detection
Relation
Attention
Image_Classification
Inference
PDF
2022-05-28
Parameter-Efficient and Student-Friendly Knowledge Distillation
Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Dacheng Tao
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-05-28
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors
Jianfei Yang, Xiangyu Peng, Kai Wang, Zheng Zhu, Jiashi Feng, Lihua Xie, Yang You
arXiv_CV
arXiv_CV
Knowledge
Pose
Prediction
PDF
2022-05-28
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning
Sarun Gulyanon, Wasit Limprasert, Pokpong Songmuang, Rachada Kongkachandra
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Self-Supervised
Pose
Classification
Image_Classification
PDF
2022-05-28
Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning
Remo Sasso, Matthia Sabatelli, Marco A. Wiering
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Knowledge
Pose
Action
Autonomous
PDF
2022-05-28
Teaching Models to Express Their Uncertainty in Words
Stephanie Lin, Jacob Hilton, Owain Evans
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-05-28
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation
Chenze Shao, Xuanfu Wu, Yang Feng
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-28
Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model
Jian Li, Dongxiao Zhang, Tianhao He, Qiang Zheng
arXiv_AI
arXiv_AI
Knowledge
Pose
Face
Relation
PDF
2022-05-27
Provably Sample-Efficient RL with Side Information about Latent Dynamics
Yao Liu, Dipendra Misra, Miro Dudík, Robert E. Schapire
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
PDF
2022-05-27
Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction
Ruochen Jiao, Xiangguo Liu, Takami Sato, Qi Alfred Chen, Qi Zhu
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Autonomous
Prediction
PDF
2022-05-27
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies
Jonathan Laurent, André Platzer
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-05-27
OpenCalib: A multi-sensor calibration toolbox for autonomous driving
Guohang Yan, Liu Zhuochun, Chengjie Wang, Chunlei Shi, Pengjin Wei, Xinyu Cai, Tao Ma, Zhizheng Liu, Zebin Zhong, Yuqian Liu, Ming Zhao, Zheng Ma, Yikang Li
arXiv_CV
arXiv_CV
Knowledge
Relation
Autonomous
PDF
2022-05-27
UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection
Bradley Hauer, Seeratpal Jaura, Talgat Omarov, Grzegorz Kondrak
arXiv_CL
arXiv_CL
Bert
Knowledge
Detection
PDF
2022-05-27
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Speech
Classification
Detection
Language_Model
PDF
2022-05-27
Ontology Design Facilitating Wikibase Integration -- and a Worked Example for Historical Data
Cogan Shimizu, Andrew Eells, Seila Gonzalez, Lu Zhou, Pascal Hitzler, Alicia Sheill, Catherine Foley, Dean Rehberger
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Ontology
PDF
2022-05-27
Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation
Bin Lu, Xiaoying Gan, Lina Yang, Weinan Zhang, Luoyi Fu, Xinbing Wang
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Few-Shot
Attention
PDF
2022-05-27
Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer
Bin Lu, Xiaoying Gan, Weinan Zhang, Huaxiu Yao, Luoyi Fu, Xinbing Wang
arXiv_AI
arXiv_AI
Reconstruction
Knowledge
Pose
Action
Few-Shot
Prediction
Matching
PDF
2022-05-27
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan.Z.Li
arXiv_AI
arXiv_AI
Transformer
Knowledge
Self-Supervised
Pose
Action
PDF
2022-05-27
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation
Deeksha Varshney, Akshara Prabhakar, Asif Ekbal
arXiv_AI
arXiv_AI
Knowledge
Pose
Attention
PDF
2022-05-27
ProtoFSSL: Federated Semi-Supervised Learning with Prototype-based Consistency Regularization
Woojung Kim, Keondo Park, Kihyuk Sohn, Raphael Shu, Hyung-Sin Kim
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
PDF
2022-05-27
Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts
Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth
arXiv_AI
arXiv_AI
Knowledge
Language_Model
PDF
2022-05-27
BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework
Tingting Liang, Hongwei Xie, Kaicheng Yu, Zhongyu Xia, Zhiwei Lin, Yongtao Wang, Tao Tang, Bing Wang, Zhi Tang
arXiv_CV
arXiv_CV
Point_Cloud
3D
Knowledge
Pose
Detection
Object_Detection
Autonomous
Prediction
PDF
2022-05-27
Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier
Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Pose
Classification
Relation
Attention
GAN
Prediction
PDF
2022-05-27
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality
Haoxin Wang, BaekGyu Kim, Jiang Xie, Zhu Han
arXiv_CV
arXiv_CV
Optimization
Knowledge
Pose
Action
Deep_Learning
Detection
Object_Detection
PDF
2022-05-27
DeepSAT: An EDA-Driven Learning Framework for SAT
Min Li, Zhengyuan Shi, Qiuxia Lai, Sadaf Khan, Qiang Xu
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-05-27
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
Yushi Cao, Zhiming Li, Tianpei Yang, Hao Zhang, Yan Zheng, Yi Li, Jianye Hao, Yang Liu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sketch
Knowledge
Pose
PDF
2022-05-27
Safety Aware Changepoint Detection for Piecewise i.i.d. Bandits
Subhojyoti Mukherjee
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Detection
Matching
PDF
2022-05-26
Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array
Andre Xian Ming Chang, Parth Khopkar, Bashar Romanous, Abhishek Chaurasia, Patrick Estep, Skyler Windh, Doug Vanesko, Sheik Dawood Beer Mohideen, Eugenio Culurciello
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Optimization
Sparse
Knowledge
Pose
Attention
PDF
2022-05-26
Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes
Miao Lu, Yifei Min, Zhaoran Wang, Zhuoran Yang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Pose
Face
Action
Inference
PDF
2022-05-26
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Pose
PDF
2022-05-26
Semantic Parsing of Interpage Relations
Mehmet Arif Demirtaş, Berke Oral, Mehmet Yasin Akpınar, Onur Deniz
arXiv_CL
arXiv_CL
Segmentation
Embedding
Knowledge
Pose
Action
Classification
Relation
PDF
2022-05-26
SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation
Ziyi Wang, Yongming Rao, Xumin Yu, Jie Zhou, Jiwen Lu
arXiv_AI
arXiv_AI
Transformer
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Knowledge
Pose
Quantitative
Attention
PDF
2022-05-26
Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Optimization
Represenation_Learning
Knowledge
Adversarial
Pose
Face
GAN
PDF
2022-05-26
Continual evaluation for lifelong learning: Identifying the stability gap
Matthias De Lange, Gido van de Ven, Tinne Tuytelaars
arXiv_AI
arXiv_AI
Optimization
Regularization
Knowledge
Pose
PDF
2022-05-26
Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation
Yiyue Zhao, Xinyu Yun, Chen Chai, Zhiyu Liu, Wenxuan Fan, Xiao Luo
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Knowledge
Pose
Autonomous
PDF
2022-05-26
Continual Learning for Visual Search with Backward Consistent Feature Embedding
Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen
arXiv_CV
arXiv_CV
Embedding
Knowledge
PDF
2022-05-26
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images
Simon Langer (1), Oliver Taubmann (2), Felix Denzinger (1 and 2), Andreas Maier (1), Alexander Mühlberg (2) ((1) Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany, (2) Siemens Healthcare GmbH, Forchheim, Germany)
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Adversarial
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-26
Symbiotic Child Emotional Support with Social Robots and Temporal Knowledge Graphs
Isabella Saccardi, Duygu Sezen Islakoglu, Anouk Neerincx, Federica Lucia Vinella
arXiv_AI
arXiv_AI
Tracking
Knowledge
Knowledge_Graph
Emotion
Action
PDF
2022-05-26
Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach
Chao Zhao, Faeze Brahman, Tenghao Huang, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-26
Prompt-based Learning for Unpaired Image Captioning
Peipei Zhu, Xiao Wang, Lin Zhu, Zhenglong Sun, Weishi Zheng, Yaowei Wang, Changwen Chen
arXiv_CV
arXiv_CV
Image_Caption
Reinforcement_Learning
Knowledge
Adversarial
Pose
Action
Relation
Caption
PDF
2022-05-26
Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data
Seungjoon Lee, Yorgos M. Psarellis, Constantinos I. Siettos, Ioannis G. Kevrekidis
arXiv_AI
arXiv_AI
Knowledge
Pose
PDF
2022-05-25
Learning Mean Field Games: A Survey
Mathieu Laurière, Sarah Perrin, Matthieu Geist, Olivier Pietquin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Review
Survey
PDF
2022-05-25
Domain Adaptation for Object Detection using SE Adaptors and Center Loss
Sushruth Nagesh, Shreyas Rajesh, Asfiya Baig, Savitha Srinivasan
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Knowledge
Detection
Object_Detection
Attention
PDF
2022-05-25
NaturalProver: Grounded Mathematical Proof Generation with Language Models
Sean Welleck, Jiacheng Liu, Ximing Lu, Hannaneh Hajishirzi, Yejin Choi
arXiv_AI
arXiv_AI
Knowledge
Language_Model
PDF
2022-05-25
Impartial Games: A Challenge for Reinforcement Learning
Bei Zhou, Søren Riis
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Action
Deep_Learning
PDF
2022-05-25
Does Moral Code Have a Moral Code? Probing Delphi's Moral Philosophy
Kathleen C. Fraser, Svetlana Kiritchenko, Esma Balkir
arXiv_CL
arXiv_CL
Knowledge
PDF
2022-05-25
Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering
Trond Linjordet, Krisztian Balog
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
QA
PDF
2022-05-25
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems
Andrea Gesmundo, Jeff Dean
arXiv_AI
arXiv_AI
Sparse
Knowledge
Pose
Classification
Image_Classification
PDF
2022-05-25
Inductive Learning of Complex Knowledge from Raw Data
Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo
arXiv_AI
arXiv_AI
Knowledge
PDF
2022-05-25
Eliciting Transferability in Multi-task Learning with Task-level Mixture-of-Experts
Qinyuan Ye, Juan Zha, Xiang Ren
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Classification
PDF
2022-05-25
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
arXiv_CL
arXiv_CL
Knowledge
Pose
Text_Generation
Inference
Language_Model
PDF
2022-05-25
Understanding Natural Language in Context
Avichai Levy, Erez Karpas
arXiv_CL
arXiv_CL
Knowledge
Face
Language_Model
QA
PDF
2022-05-25
Investigating the Benefits of Free-Form Rationales
Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma
arXiv_AI
arXiv_AI
Knowledge
Inference
QA
PDF
2022-05-25
Language Anisotropic Cross-Lingual Model Editing
Yang Xu, Yutai Hou, Wanxiang Che
arXiv_CL
arXiv_CL
Knowledge
Pose
Language_Model
PDF
2022-05-25
Training Language Models with Memory Augmentation
Zexuan Zhong, Tao Lei, Danqi Chen
arXiv_CL
arXiv_CL
Knowledge
Language_Model
PDF
2022-05-25
QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
Samuel Joseph Amouyal Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
QA
PDF
2022-05-25
DialogZoo: Large-Scale Dialog-Oriented Task Learning
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
PDF
2022-05-25
MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
arXiv_AI
arXiv_AI
NAS
Knowledge
Pose
CNN
Inference
Prediction
PDF
2022-05-25
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification
Jędrzej Kozal, Michał Leś, Paweł Zyblewski, Paweł Ksieniewicz, Michał Woźniak
arXiv_CL
arXiv_CL
Transformer
Bert
Knowledge
Pose
Classification
Deep_Learning
Detection
PDF
2022-05-25
Exploring industrial safety knowledge via Zipf law
Zhenhua Wang, Ming Ren, Dong Gao, Zhuang Li
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Deep_Learning
Text_Generation
PDF
2022-05-25
Multimodal Knowledge Alignment with Reinforcement Learning
Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi
arXiv_CV
arXiv_CV
Reinforcement_Learning
Zero-Shot
Optimization
Knowledge
Pose
Caption
Language_Model
PDF
2022-05-25
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation
Jingnong Qu, Liunian Harold Li, Jieyu Zhao, Sunipa Dev, Kai-Wei Chang
arXiv_AI
arXiv_AI
OCR
Knowledge
Pose
Action
GAN
PDF
2022-05-25
Guiding Visual Question Answering with Attention Priors
Thao Minh Le, Vuong Le, Sunil Gupta, Svetha Venkatesh, Truyen Tran
arXiv_CV
arXiv_CV
Enhancement
Sparse
Knowledge
Pose
VQA
Attention
Inference
QA
PDF
2022-05-25
Towards More Realistic Generation of Information-Seeking Conversations
Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang
arXiv_CL
arXiv_CL
Knowledge
Pose
QA
PDF
2022-05-25
ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data
Xiaochuang Han, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Knowledge
Pose
Sentiment
Language_Model
PDF
2022-05-25
Heterogeneous Reservoir Computing Models for Persian Speech Recognition
Zohreh Ansari, Farzin Pourhoseini, Fatemeh Hadaeghi
arXiv_SD
arXiv_SD
Recognition
RNN
Knowledge
Speech
Pose
Speech_Recognition
Language_Model
PDF
2022-05-25
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing
Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda
arXiv_CL
arXiv_CL
Embedding
Zero-Shot
Knowledge
Pose
PDF
2022-05-25
Apport des ontologies pour le calcul de la similarit'e s'emantique au sein d'un syst`eme de recommandation
Le Ngoc Luyen, Marie-Hélène Abel, Philippe Gouspillou
arXiv_AI
arXiv_AI
Knowledge
Pose
Ontology
Recommendation
PDF
2022-05-25
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab
arXiv_CL
arXiv_CL
Knowledge
Speech
Detection
Few-Shot
PDF
2022-05-25
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models
Barry Menglong Yao (1), Aditya Shah (2), Lichao Sun (3), Jin-Hee Cho (2), Lifu Huang (2) ((1) University at Buffalo, (2) Virginia Tech, (3) Lehigh University)
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-25
Low Resource Style Transfer via Domain Adaptive Meta Learning
Xiangyang Li, Xiang Long, Yu Xia, Sujian Li
arXiv_AI
arXiv_AI
Unsupervised
Style_Transfer
Knowledge
Adversarial
Pose
Language_Model
PDF
2022-05-25
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Relation
Attention
Medical
PDF
2022-05-25
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
arXiv_CL
arXiv_CL
Transfer_Learning
Optimization
Knowledge
Pose
Language_Model
PDF
2022-05-25
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation
Linfeng Zhang, Xin Chen, Runpei Dong, Kaisheng Ma
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Contrastive_Learning
Classification
Attention
GAN
Image_Classification
PDF
2022-05-25
Interaction of a priori Anatomic Knowledge with Self-Supervised Contrastive Learning in Cardiac Magnetic Resonance Imaging
Makiya Nakashima, Inyeop Jang, Ramesh Basnet, Mitchel Benovoy, W.H. Wilson Tang, Christopher Nguyen, Deborah Kwon, Tae Hyun Hwang, David Chen
arXiv_CV
arXiv_CV
Segmentation
Salient
Knowledge
Self-Supervised
Contrastive_Learning
Action
Deep_Learning
GAN
Medical
PDF
2022-05-25
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart
arXiv_CL
arXiv_CL
Bert
Regularization
Knowledge
Language_Model
Prediction
PDF
2022-05-25
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Hazim Hanif, Sergio Maffeis
arXiv_AI
arXiv_AI
Bert
Knowledge
Deep_Learning
Detection
PDF
2022-05-24
Continual-T0: Progressively Instructing 50+ Tasks to Language Models Without Forgetting
Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Language_Model
PDF
2022-05-24
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy, Sergey Levine, Anca D. Dragan
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Gesture
Knowledge
Face
Action
Relation
PDF
2022-05-24
K-12BERT: BERT for K-12 education
Vasu Goel, Dhruv Sahnan, Venktesh V, Gaurav Sharma, Deep Dwivedi, Mukesh Mohania
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Language_Model
PDF
2022-05-24
Adaptive multilingual speech recognition with pretrained models
Ngoc-Quan Pham, Alex Waibel, Jan Niehues
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Knowledge
Speech
Attention
Speech_Recognition
PDF
2022-05-24
TALM: Tool Augmented Language Models
Aaron Parisi, Yao Zhao, Noah Fiedel
arXiv_AI
arXiv_AI
Transformer
Knowledge
Inference
Language_Model
QA
PDF
2022-05-24
RevUp: Revise and Update Information Bottleneck for Event Representation
Mehdi Rezaee, Francis Ferraro
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
PDF
2022-05-24
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang
arXiv_CL
arXiv_CL
Bert
Knowledge
Relation
Language_Model
PDF
2022-05-24
VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines
Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim
arXiv_CL
arXiv_CL
Knowledge
Classification
Medical
QA
PDF
2022-05-24
Beyond Fact Verification: Comparing and Contrasting Claims on Contentious Topics
Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo
arXiv_CL
arXiv_CL
Knowledge
Pose
PDF
2022-05-24
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video Podcasts
Debjoy Saha, Shravan Nayak, Timo Baumann
arXiv_CL
arXiv_CL
Face_Detection
Recognition
Knowledge
Speech
Pose
Face
Detection
PDF
2022-05-24
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning
Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao
arXiv_CV
arXiv_CV