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

Title
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution Ian Covert Chanwoo Kim Su-In Lee James Zou Tatsunori Hashimoto TDI 149 13 0 29 Jan 2024
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks Matteo Gambella Jary Pomponi Simone Scardapane Manuel Roveri 178 3 0 24 Jan 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 181 16 0 11 Jan 2024
StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments Sean Kulinski Nicholas R. Waytowich James Z. Hare David I. Inouye 194 4 0 09 Jan 2024
FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers Zheng Yuan Jie Zhang Shiguang Shan Xilin Chen 156 5 0 03 Jan 2024
Automatic Scoring of Cognition Drawings: Assessing the Quality of Machine-Based Scores Against a Gold Standard Arne Bethmann Marina Aoki Charlotte Hunsicker Claudia Weileder 74 0 0 28 Dec 2023
GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating L. Fisch M. Heming A. Schulte-Mecklenbeck C. Gross Stefan Zumdick ... N. Winter U. Dannlowski Heinz Wiendl G. M. Hörste Tim Hahn 74 2 0 12 Dec 2023
PyThaiNLP: Thai Natural Language Processing in Python Wannaphong Phatthiyaphaibun Korakot Chaovavanich Charin Polpanumas Arthit Suriyawongkul Lalita Lowphansirikul Pattarawat Chormai Peerat Limkonchotiwat Thanathip Suntorntip Can Udomcharoenchaikit 112 100 0 07 Dec 2023
Towards Democratizing AI: A Comparative Analysis of AI as a Service Platforms and the Open Space for Machine Learning Approach Dennis Rall Bernhard Bauer Thomas Fraunholz 80 5 0 08 Nov 2023
Exploring Graph Neural Networks for Indian Legal Judgment Prediction Mann Khatri Mirza Yusuf Yaman Kumar Singla R. Shah Ponnurangam Kumaraguru 84 4 0 19 Oct 2023
Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series Ioannis Nasios Konstantinos Vogklis AI4TS 103 9 0 19 Oct 2023
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation Chongyu Fan Jiancheng Liu Yihua Zhang Eric Wong Dennis Wei Sijia Liu MU 207 210 0 19 Oct 2023
Machine Learning Technique Based Fake News Detection Biplob Kumar Sutradhar Mohammad Zonaid Nushrat Jahan Ria S. R. H. Noori 97 3 0 18 Sep 2023
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks Tinghao Zhang Kwok-Yan Lam Jun Zhao 78 2 0 17 Sep 2023
Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach KB Vimal Saketh Bachu Tanmay Garg Niveditha Lakshmi Narasimhan Raghavan Konuru Vineeth N. Balasubramanian 125 2 0 05 Sep 2023
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance Mackenzie J. Meni Ryan T. White Michael L. Mayo K. Pilkiewicz BDL 116 9 0 28 Aug 2023
Unified Concept Editing in Diffusion Models Rohit Gandikota Hadas Orgad Yonatan Belinkov Joanna Materzyñska David Bau DiffM 163 238 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 105 17 0 23 Aug 2023
Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers T. Zoppi Andrea Ceccarelli A. Bondavalli UQCV 87 1 0 23 Aug 2023
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification Yizhen Yuan Rui Kong Shenghao Xie Yan Liang Yunxin Liu 54 8 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 84 8 0 14 Aug 2023
Training on Foveated Images Improves Robustness to Adversarial Attacks Muhammad Ahmed Shah Bhiksha Raj AAML 102 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 119 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 51 4 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 115 7 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 87 1 0 19 Jul 2023
Nonlinear Processing with Linear Optics Mustafa Yildirim Niyazi Ulaş Dinç Ilker Oguz D. Psaltis C. Moser 125 65 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 54 2 0 14 Jul 2023
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration Giacomo Welsch Peter Kowalczyk 82 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 88 5 0 05 Jun 2023
Investigating Navigation Strategies in the Morris Water Maze through Deep Reinforcement Learning A. Liu Alla Borisyuk 128 9 0 01 Jun 2023
Model-based Programming: Redefining the Atomic Unit of Programming for the Deep Learning Era Meng-Jie Zheng 35 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 164 87 0 10 May 2023
SequeL: A Continual Learning Library in PyTorch and JAX Nikolaos Dimitriadis François Fleuret P. Frossard 83 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 121 32 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 130 47 0 07 Apr 2023
Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge Vishnu Narayanan Moothedath J. Champati J. Gross 136 13 0 03 Apr 2023
Induced Feature Selection by Structured Pruning Nathan Hubens V. Delvigne M. Mancas B. Gosselin Marius Preda T. Zaharia 64 0 0 20 Mar 2023
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation R. Turnbull 113 2 0 16 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 237 372 0 13 Mar 2023
DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention Bosheng Qin Juncheng Li Siliang Tang Yueting Zhuang 94 2 0 24 Nov 2022
Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in MarathiFire (FIRE), 2025 Tharindu Ranasinghe Kai North Damith Premasiri Marcos Zampieri 113 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 122 1 0 13 Nov 2022
Masked Contrastive Representation Learning Xingtai Lv Nandakishor Desai M. Palaniswami SSL 182 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 118 9 0 09 Nov 2022
Efficient and Effective Augmentation Strategy for Adversarial Training Sravanti Addepalli Samyak Jain R. Venkatesh Babu AAML 154 63 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 89 0 0 19 Oct 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 148 11 0 30 Aug 2022
DynaMarks: Defending Against Deep Learning Model Extraction Using Dynamic Watermarking Abhishek Chakraborty Daniel Xing Yuntao Liu Ankur Srivastava AAML MLAU 63 7 0 27 Jul 2022
Telepresence Video Quality Assessment Zhenqiang Ying Deepti Ghadiyaram A. Bovik 85 7 0 20 Jul 2022