fastai: A Layered API for Deep Learning

11 February 2020

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

50 / 167 papers shown

Title
Unified Concept Editing in Diffusion Models Rohit Gandikota Hadas Orgad Yonatan Belinkov Joanna Materzyñska David Bau DiffM 44 168 0 25 Aug 2023
Augmenting medical image classifiers with synthetic data from latent diffusion models Luke Sagers James A. Diao Luke Melas-Kyriazi Matthew Groh Pranav Rajpurkar A. Adamson V. Rotemberg Roxana Daneshjou Arjun K. Manrai DiffM MedIm 25 14 0 23 Aug 2023
Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers T. Zoppi Andrea Ceccarelli A. Bondavalli UQCV 29 0 0 23 Aug 2023
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification Yizhen Yuan Rui Kong Shenghao Xie Yuanchun Li Yunxin Liu 21 7 0 22 Aug 2023
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks L. Fisch Stefan Zumdick Carlotta B. C. Barkhau D. Emden J. Ernsting ... K. Sarink N. Winter Benjamin Risse U. Dannlowski Tim Hahn 23 4 0 14 Aug 2023
Training on Foveated Images Improves Robustness to Adversarial Attacks Muhammad Ahmed Shah Bhiksha Raj AAML 38 4 0 01 Aug 2023
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? M. Jamrozik Vincent Gaudillière M. A. Musallam Djamila Aouada 22 0 0 01 Aug 2023
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy L. Clissa A. Macaluso R. Morelli A. Occhinegro E. Piscitiello ... R. Amici M. Cerri T. Hitrec L. Rinaldi A. Zoccoli 3DV 27 3 0 26 Jul 2023
Learning minimal representations of stochastic processes with variational autoencoders Gabriel Fernández-Fernández Carlo Manzo M. Lewenstein A. Dauphin Gorka Muñoz-Gil DiffM 30 4 0 21 Jul 2023
Cryo-forum: A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis Szu-Chi Chung 25 1 0 19 Jul 2023
Nonlinear Processing with Linear Optics Mustafa Yildirim Niyazi Ulaş Dinç Ilker Oguz D. Psaltis C. Moser 40 36 0 17 Jul 2023
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation Jingna Qiu Frauke Wilm Mathias Öttl M. Schlereth Chang Liu T. Heimann Marc Aubreville Katharina Breininger 32 2 0 14 Jul 2023
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration Giacomo Welsch Peter Kowalczyk 30 1 0 20 Jun 2023
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study A. Hekler Roman C. Maron Sarah Haggenmuller Max Schmitt Christoph Wies ... Matthias Goebeler Bastian Schilling Jakob N. Kather E. Krieghoff-Henning T. Brinker 20 3 0 05 Jun 2023
Investigating Navigation Strategies in the Morris Water Maze through Deep Reinforcement Learning A. Liu Alla Borisyuk 16 6 0 01 Jun 2023
Model-based Programming: Redefining the Atomic Unit of Programming for the Deep Learning Era Meng-Jie Zheng 18 0 0 12 May 2023
XTab: Cross-table Pretraining for Tabular Transformers Bingzhao Zhu Xingjian Shi Nick Erickson Mu Li George Karypis Mahsa Shoaran LMTD 37 65 0 10 May 2023
SequeL: A Continual Learning Library in PyTorch and JAX Nikolaos Dimitriadis F. Fleuret P. Frossard 28 1 0 21 Apr 2023
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization J. Dolezal S. Kochanny E. Dyer Andrew Srisuwananukorn Matteo Sacco Frederick M. Howard Anran Li Prajval Mohan Alexander T. Pearson MedIm 32 22 0 09 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 30 41 0 07 Apr 2023
Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge Vishnu Narayanan Moothedath J. Champati J. Gross 49 9 0 03 Apr 2023
Induced Feature Selection by Structured Pruning Nathan Hubens V. Delvigne M. Mancas B. Gosselin Marius Preda T. Zaharia 22 0 0 20 Mar 2023
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation R. Turnbull 38 2 0 16 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 42 285 0 13 Mar 2023
Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in Marathi Tharindu Ranasinghe Kai North Damith Premasiri Marcos Zampieri 35 13 0 18 Nov 2022
EdnaML: A Declarative API and Framework for Reproducible Deep Learning Abhijit Suprem Sanjyot Vaidya A. Venugopal J. Ferreira C. Pu MoE 21 1 0 13 Nov 2022
Masked Contrastive Representation Learning Yuan Yao Nandakishor Desai M. Palaniswami SSL 22 8 0 11 Nov 2022
Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report Ivan Svogor Christian Eichenberger M. Spanring M. Neun Michael K Kopp 26 7 0 09 Nov 2022
Efficient and Effective Augmentation Strategy for Adversarial Training Sravanti Addepalli Samyak Jain R. Venkatesh Babu AAML 78 58 0 27 Oct 2022
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation João Gustavo Atkinson Amorim André Victória Matias Allan Cerentini Luiz Antonio Buschetto Macarini A. S. Onofre F. Onofre A. V. Wangenheim 13 0 0 19 Oct 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 38 10 0 30 Aug 2022
DynaMarks: Defending Against Deep Learning Model Extraction Using Dynamic Watermarking Abhishek Chakraborty Daniel Xing Yuntao Liu Ankur Srivastava AAML MLAU 17 7 0 27 Jul 2022
Telepresence Video Quality Assessment Zhenqiang Ying Deepti Ghadiyaram A. Bovik 16 5 0 20 Jul 2022
Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets R. Turnbull 24 8 0 05 Jul 2022
FasterAI: A Lightweight Library for Creating Sparse Neural Networks Nathan Hubens 11 0 0 03 Jul 2022
Learning to Estimate Shapley Values with Vision Transformers Ian Covert Chanwoo Kim Su-In Lee FAtt 25 35 0 10 Jun 2022
MCD: Marginal Contrastive Discrimination for conditional density estimation Benjamin Riu 27 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 17 7 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 20 20 0 26 May 2022
E-Scooter Rider Detection and Classification in Dense Urban Environments Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 36 16 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 27 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 24 6 0 19 Apr 2022
Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil Omkar Gokhale Shantanu Patankar Onkar Litake Aditya Mandke Dipali M. Kadam 19 1 0 19 Apr 2022
Improve Convolutional Neural Network Pruning by Maximizing Filter Variety Nathan Hubens M. Mancas B. Gosselin Marius Preda T. Zaharia 21 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 16 3 0 09 Mar 2022
The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods Thomas G. Dietterich Alexander Guyer 19 38 0 04 Mar 2022
Geometric Regularization from Overparameterization Nicholas J. Teague 22 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 32 16 0 27 Jan 2022
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 26 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 55 16 0 06 Dec 2021