On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms

17 June 2020

Papers citing "On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms"

50 / 121 papers shown

Title
Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning Maede Zolanvari M. Teixeira R. Jain 41 54 0 02 Dec 2019
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection Vicent Sanz Marco Ben Taylor Ziyi Wang Y. Elkhatib 49 60 0 09 Nov 2019
Gym-Ignition: Reproducible Robotic Simulations for Reinforcement Learning Diego Ferigo Silvio Traversaro Giorgio Metta Daniele Pucci 53 25 0 05 Nov 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 116 6,254 0 22 Oct 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 62 139 0 13 Sep 2019
The Regularization of Small Sub-Constraint Satisfaction Problems Sven Löffler Ke Liu Petra Hofstedt 11 2 0 16 Aug 2019
Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network Ziyue Xu Xiaosong Wang Hoo-Chang Shin Ke Wang H. Roth Fausto Milletari Ling Zhang Daguang Xu MedIm GAN 117 10 0 08 Jul 2019
XNAS: Neural Architecture Search with Expert Advice Niv Nayman Asaf Noy T. Ridnik Itamar Friedman Rong Jin Lihi Zelnik-Manor 54 128 0 19 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 41 116 0 12 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 34 159 0 31 May 2019
DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence Edvinas Byla Wei Pang 38 42 0 17 May 2019
FANTrack: 3D Multi-Object Tracking with Feature Association Network Erkan Baser Venkat Balasubramanian Prarthana Bhattacharyya Krzysztof Czarnecki VOT 36 104 0 07 May 2019
Challenges of Real-World Reinforcement Learning Gabriel Dulac-Arnold D. Mankowitz Todd Hester OffRL 77 547 0 29 Apr 2019
Lung Nodule Classification using Deep Local-Global Networks M. Al-Shabi B. Lan W. Chan K. Ng Maxine Tan 34 76 0 23 Apr 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 54 271 0 18 Apr 2019
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L. Rundo Changhee Han Yudai Nagano Jin Zhang Ryuichiro Hataya ... M. Gilardi Salvatore Vitabile G. Mauri Hideki Nakayama P. Cazzaniga 44 234 0 17 Apr 2019
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology Hiroki Tokunaga Y. Teramoto Akihiko Yoshizawa Ryoma Bise 63 117 0 12 Apr 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 68 441 0 07 Apr 2019
Neural Vector Conceptualization for Word Vector Space Interpretation Robert Schwarzenberg Lisa Raithel David Harbecke LLMSV VLM 22 9 0 02 Apr 2019
COCO-GAN: Generation by Parts via Conditional Coordinating Chieh Hubert Lin Chia-Che Chang Yu-Sheng Chen Da-Cheng Juan Wei Wei Hwann-Tzong Chen 54 135 0 30 Mar 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 55 90 0 29 Mar 2019
Learning More with Less: GAN-based Medical Image Augmentation Changhee Han K. Murao Shiníchi Satoh Hideki Nakayama MedIm GAN 48 27 0 29 Mar 2019
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang ... S. G. Kim Laura Heacock Linda Moy Kyunghyun Cho Krzysztof J. Geras MedIm 41 499 0 20 Mar 2019
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics Denis Steckelmacher Hélène Plisnier D. Roijers A. Nowé OffRL 43 16 0 11 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 220 4,336 0 06 Mar 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 48 98 0 26 Feb 2019
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems M. Elkano J. Sanz E. Barrenechea H. Bustince M. Galar 13 35 0 25 Feb 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 154 1,493 0 10 Jan 2019
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia Ikuya Yamada Akari Asai Jin Sakuma Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji Yuji Matsumoto 57 49 0 15 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 180 2,407 0 11 Dec 2018
Towards generative adversarial networks as a new paradigm for radiology education S. G. Finlayson Hyunkwang Lee I. Kohane Luke Oakden-Rayner GAN MedIm 59 24 0 04 Dec 2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas M. Reyes Andras Jakab Stefan Bauer Markus Rempfler ... Jayashree Kalpathy-Cramer Keyvan Farahani Christos Davatzikos Koen van Leemput Bjoern Menze 130 1,633 0 05 Nov 2018
A Survey on Natural Language Processing for Fake News Detection Ray Oshikawa Jing Qian William Yang Wang GNN 106 309 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Towards automated neural design: An open source, distributed neural architecture research framework George Kyriakides K. Margaritis 8 3 0 20 Sep 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 303 2,693 0 12 Sep 2018
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 30 49 0 07 Sep 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell Pia Sommerauer Antske Fokkens 45 29 0 05 Sep 2018
Defending against Intrusion of Malicious UAVs with Networked UAV Defense Swarms Matthias R. Brust Grégoire Danoy Pascal Bouvry Dren Gashi Himadri Pathak Mike P. Gonçalves 29 60 0 21 Aug 2018
Putting the Horse Before the Cart:A Generator-Evaluator Framework for Question Generation from Text Vishwajeet Kumar Ganesh Ramakrishnan Yuan-Fang Li 62 44 0 15 Aug 2018
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation T. Nair Doina Precup Douglas L. Arnold Tal Arbel UQCV 58 445 0 03 Aug 2018
End-to-end Learning of Multi-sensor 3D Tracking by Detection Davi Frossard R. Urtasun 3DPC 40 122 0 29 Jun 2018
Auto-Keras: An Efficient Neural Architecture Search System Haifeng Jin Qingquan Song Xia Hu 99 806 0 27 Jun 2018
GAIN: Missing Data Imputation using Generative Adversarial Nets Jinsung Yoon James Jordon M. Schaar GAN 56 1,019 0 07 Jun 2018
N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders Yair Meidan Michael Bohadana Yael Mathov Yisroel Mirsky Dominik Breitenbacher A. Shabtai Yuval Elovici 43 1,040 0 09 May 2018
DÏoT: A Federated Self-learning Anomaly Detection System for IoT T. D. Nguyen Samuel Marchal Markus Miettinen Hossein Fereidooni Nadarajah Asokan A. Sadeghi 124 493 0 20 Apr 2018
A Hierarchical Latent Structure for Variational Conversation Modeling Yookoon Park Jaemin Cho Gunhee Kim BDL DRL 60 96 0 10 Apr 2018
Real-time Air Pollution prediction model based on Spatiotemporal Big data Duc Le Sang Kyun Cha GNN HAI 24 18 0 05 Apr 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 40 546 0 22 Mar 2018
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks P. Stinis Tobias J. Hagge A. Tartakovsky Enoch Yeung GAN AI4CE 66 32 0 22 Mar 2018