v1v2 (latest)

fastai: A Layered API for Deep Learning

11 February 2020

Papers citing "fastai: A Layered API for Deep Learning"

50 / 181 papers shown

Title
Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets R. Turnbull 76 8 0 05 Jul 2022
FasterAI: A Lightweight Library for Creating Sparse Neural Networks Nathan Hubens 36 0 0 03 Jul 2022
Learning to Estimate Shapley Values with Vision Transformers Ian Covert Chanwoo Kim Su-In Lee FAtt 129 46 0 10 Jun 2022
MCD: Marginal Contrastive Discrimination for conditional density estimation Benjamin Riu 63 0 0 03 Jun 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 139 8 0 01 Jun 2022
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data E. M. Thompson A. Ranieri S. Biasotti Miguel Chicchon I. Sipiran Minh Pham Thang-Long Nguyen-Ho Hai-Dang Nguyen M. Tran 141 29 0 26 May 2022
E-Scooter Rider Detection and Classification in Dense Urban Environments Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 107 21 0 20 May 2022
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context Adrián Inés Andrés Díaz-Pinto C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual 68 1 0 19 May 2022
Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil Shantanu Patankar Omkar Gokhale Onkar Litake Aditya Mandke Dipali M. Kadam 68 7 0 19 Apr 2022
Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil Omkar Gokhale Shantanu Patankar Onkar Litake Aditya Mandke Dipali M. Kadam 67 1 0 19 Apr 2022
Improve Convolutional Neural Network Pruning by Maximizing Filter Variety Nathan Hubens M. Mancas B. Gosselin Marius Preda T. Zaharia 101 2 0 11 Mar 2022
Identifying the root cause of cable network problems with machine learning G. Heiler Thassilo Gadermaier Thomas Haider Allan Hanbury Peter Filzmoser 73 3 0 09 Mar 2022
The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods Thomas G. Dietterich Alexander Guyer 226 42 0 04 Mar 2022
Geometric Regularization from Overparameterization Nicholas J. Teague 86 1 0 18 Feb 2022
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset Frauke Wilm Marco Fragoso Christian Marzahl Jingna Qiu C. Puget ... C. Bertram R. Klopfleisch Andreas Maier Katharina Breininger Marc Aubreville MedIm 78 18 0 27 Jan 2022
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 100 2 0 14 Dec 2021
AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks Huu Le R. Høier Che-Tsung Lin Christopher Zach 122 17 0 06 Dec 2021
MapReader: A Computer Vision Pipeline for the Semantic Exploration of Maps at Scale Kasra Hosseini Daniel C. S. Wilson K. Beelen Katherine McDonough VLM 94 17 0 30 Nov 2021
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 M. Griebel Dennis Segebarth N. Stein Nina Schukraft P. Tovote R. Blum C. Flath MedIm 52 2 0 12 Nov 2021
$Frequency learning for structured CNN filters with Gaussian fractional derivatives$ Frequency learning for structured CNN filters with Gaussian fractional derivatives Nikhil Saldanha S. Pintea Jan van Gemert Nergis Tomen 93 10 0 12 Nov 2021
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas A. Tridente Haoming Chen Stephen White MedIm 89 19 0 20 Oct 2021
Multi-concept adversarial attacks Vibha Belavadi Yan Zhou Murat Kantarcioglu B. Thuraisingham AAML 106 0 0 19 Oct 2021
Comparative Analysis of Deep Learning Algorithms for Classification of COVID-19 X-Ray Images Unsa Maheen K. Malik Gohar Ali 43 1 0 14 Oct 2021
Gated recurrent units and temporal convolutional network for multilabel classification L. Nanni A. Lumini Alessandro Manfe Riccardo Rampon S. Brahnam Giorgio Venturin 115 2 0 09 Oct 2021
Is Attention always needed? A Case Study on Language Identification from Speech A. Mandal Santanu Pal Indranil Dutta Mahidas Bhattacharya S. Naskar 105 6 0 05 Oct 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 120 4 0 09 Sep 2021
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens Christian Marzahl Jenny Hill J. Stayt D. Bienzle L. Welker ... Marc Aubreville Andreas Maier R. Klopfleisch Katharina Breininger C. Bertram 95 4 0 19 Aug 2021
Seeing poverty from space, how much can it be tuned? T. Sako Arturo M. Martinez 54 1 0 30 Jul 2021
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 235 144 0 15 Jul 2021
One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget Nathan Hubens M. Mancas B. Gosselin Marius Preda T. Zaharia 116 7 0 05 Jul 2021
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging Jingang Zhang Run Su Wenqi Ren Qiang Fu Felix Heide Yunfeng Nie 83 108 0 30 Jun 2021
SHREC 2021: Track on Skeleton-based Hand Gesture Recognition in the Wild A. Caputo Andrea Giachetti Simone B. Soso Deborah Pintani Andrea DÉusanio ... M. Maghoumi J. Laviola Minh-Quan Le Hai-Dang Nguyen M. Tran 47 4 0 21 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 236 833 0 08 Jun 2021
Muddling Label Regularization: Deep Learning for Tabular Datasets Karim Lounici Katia Méziani Benjamin Riu 117 7 0 08 Jun 2021
Ten Quick Tips for Deep Learning in Biology Benjamin D. Lee A. Gitter Casey S. Greene S. Raschka F. Maguire ... Alexandr A Kalinin T. Triche Benjamin J. Lengerich Timothy J. Triche Jr S. Boca OOD 133 27 0 29 May 2021
Non-Autoregressive vs Autoregressive Neural Networks for System Identification Daniel Weber C. Gühmann 74 8 0 05 May 2021
PyTorch Tabular: A Framework for Deep Learning with Tabular Data Manu Joseph LMTD 107 40 0 28 Apr 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 509 781 0 22 Apr 2021
RIANN -- A Robust Neural Network Outperforms Attitude Estimation Filters Daniel Weber C. Gühmann Thomas Seel 97 42 0 15 Apr 2021
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels Nan Bai Renqian Luo Pirouz Nourian A. Roders 92 6 0 12 Apr 2021
Automatic Large Scale Detection of Red Palm Weevil Infestation using Aerial and Street View Images Dima Kagan G. Alpert Michael Fire 94 13 0 06 Apr 2021
Avalanche: an End-to-End Library for Continual Learning Vincenzo Lomonaco Lorenzo Pellegrini Andrea Cossu Antonio Carta G. Graffieti ... Christopher Kanan Joost van de Weijer Tinne Tuytelaars D. Bacciu Davide Maltoni BDL AI4TS 142 195 0 01 Apr 2021
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers Markus Bayer M. Kaufhold Björn Buchhold Marcel Keller J. Dallmeyer Christian A. Reuter 117 132 0 26 Mar 2021
Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks L. Fisch J. Ernsting N. Winter V. Holstein Ramona Leenings ... T. Kircher Benjamin Risse U. Dannlowski Klaus Berger Tim Hahn MedIm 98 12 0 22 Mar 2021
A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs Feng-yu Liu Chih-Chi Chen Shann-Ching Chen Chien-Hung Liao 68 1 0 02 Mar 2021
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Kushal Kedia Abhilash Nandy 84 23 0 14 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 73 5 0 11 Feb 2021
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer VisionConference on Fairness, Accountability and Transparency (FAccT), 2025 Zaid Khan Y. Fu 247 54 0 03 Feb 2021
3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware Keno K. Bressem S. Niehues B. Hamm Marcus R. Makowski J. Vahldiek Lisa Christine Adams 54 10 0 25 Jan 2021
Neural networks for Anatomical Therapeutic Chemical (ATC) classification L. Nanni A. Lumini S. Brahnam 62 6 0 22 Jan 2021