fastai: A Layered API for Deep Learning

11 February 2020

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

50 / 167 papers shown

Title
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models Shristi Das Biswas Arani Roy Kaushik Roy DiffM 12 0 0 19 May 2025
Towards order of magnitude X-ray dose reduction in breast cancer imaging using phase contrast and deep denoising Ashkan Pakzad Robert Turnbull Simon Mutch Thomas A. Leatham Darren Lockie ... Amir Entezam Seyedamir T. Taba Patrick C. Brennan Timur E. Gureyev Harry M. Quiney MedIm 33 0 0 09 May 2025
EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting Leyi Yan Linda Wang Sihang Liu Yi Ding 164 0 0 04 May 2025
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization Gen Li Yang Xiao Jie Ji Kaiyuan Deng Bo Hui Linke Guo Xiaolong Ma 29 0 0 12 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 31 0 0 06 Apr 2025
3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging Bargava Subramanian Naveen Kumarasami Praveen Shastry Kalyan Sivasailam Anandakumar D ... Harsha KG R. García-Vázquez Harini T Afshin Hussain Kishore Prasath Venkatesh 75 0 0 26 Mar 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models K. Thakral Tamar Glaser Tal Hassner Mayank Vatsa Richa Singh 52 2 0 25 Mar 2025
End-to-End Implicit Neural Representations for Classification Alexander Gielisse Jan van Gemert 47 0 0 23 Mar 2025
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization Bowen Yuan Yuxia Fu Zijian Wang Yadan Luo Zi Huang DD 75 0 0 18 Mar 2025
Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information Youngju Joung Sehyun Lee Jaesik Choi AAML 53 1 0 12 Mar 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective Shaobo Wang Yicun Yang Ziqiang Liu Chenghao Sun Xuming Hu Conghui He Li Zhang DD 58 2 0 28 Feb 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu Mingming Gong 186 1 0 05 Feb 2025
Fake Advertisements Detection Using Automated Multimodal Learning: A Case Study for Vietnamese Real Estate Data Duy Nguyen Trung Quoc Nguyen Cuong V Nguyen 40 0 0 18 Jan 2025
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis Vitalii Slobodzian Pavlo Radiuk Oleksander Barmak Iurii Krak 85 1 0 12 Dec 2024
Randomized-Grid Search for Hyperparameter Tuning in Decision Tree Model to Improve Performance of Cardiovascular Disease Classification Abhay Kumar Pathak Mrityunjay Chaubey Manjari Gupta 76 0 0 27 Nov 2024
MUNBa: Machine Unlearning via Nash Bargaining Jing Wu Mehrtash Harandi MU 71 3 0 23 Nov 2024
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing Ruyi Ding Tong Zhou Lili Su A. A. Ding Xiaolin Xu Yunsi Fei AAML 69 1 0 19 Nov 2024
Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers Shaobo Wang Hongxuan Tang Mingyang Wang Hao Zhang Xuyang Liu Weiya Li Xuming Hu Linfeng Zhang 24 0 0 29 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 48 0 0 15 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 24 2 0 10 Oct 2024
Dark Miner: Defend against unsafe generation for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yue Jiang Jing Dong Wei Wang Tieniu Tan DiffM 33 1 0 26 Sep 2024
Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy Somayeh Pakdelmoez Saba Omidikia Seyyed Ali Seyyedsalehi Seyyede Zohreh Seyyedsalehi MedIm 39 1 0 11 Sep 2024
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification Yungi Cho Woorim Han Miseon Yu Younghan Lee Ho Bae Y. Paek AAML FedML 32 0 0 28 Aug 2024
deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks L. Fisch N. Winter J. Goltermann Carlotta B. C. Barkhau D. Emden ... T. Kircher Klaus Berger Benjamin Risse U. Dannlowski Tim Hahn 26 0 0 20 Aug 2024
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs Jiahuan Yan Jintai Chen Qianxing Wang Danny Chen Jian Wu 43 3 0 13 Jul 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang 48 5 0 18 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 44 15 0 29 May 2024
R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model Changhoon Kim Kyle Min Yezhou Yang 42 21 0 25 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 36 52 0 17 May 2024
Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning Masane Fuchi Tomohiro Takagi DiffM VLM 53 14 0 12 May 2024
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks Matthias Streller S. Michlíková Willy Ciecior Katharina Lönnecke L. Kunz-Schughart Steffen Lange Anja Voss-Böhme 64 1 0 02 May 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 40 4 0 21 Apr 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 46 3 0 26 Mar 2024
A Comparison of Deep Learning Architectures for Spacecraft Anomaly Detection Daniel Lakey Tim Schlippe 35 2 0 19 Mar 2024
Separable Multi-Concept Erasure from Diffusion Models Mengnan Zhao Lihe Zhang Tianhang Zheng Yuqiu Kong Baocai Yin 50 9 0 03 Feb 2024
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution Ian Covert Chanwoo Kim Su-In Lee James Zou Tatsunori Hashimoto TDI 35 8 0 29 Jan 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 69 14 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 28 3 0 09 Jan 2024
FullLoRA-AT: Efficiently Boosting the Robustness of Pretrained Vision Transformers Zheng Yuan Jie Zhang Shiguang Shan 55 2 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 26 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 20 1 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 26 89 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 22 4 0 08 Nov 2023
Exploring Graph Neural Networks for Indian Legal Judgment Prediction Mann Khatri Mirza Yusuf Yaman Kumar Singla R. Shah Ponnurangam Kumaraguru 21 2 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 13 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 27 126 0 19 Oct 2023
Machine Learning Technique Based Fake News Detection Biplob Kumar Sutradhar Mohammad Zonaid Nushrat Jahan Ria S. R. H. Noori 35 2 0 18 Sep 2023
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks Tinghao Zhang Kwok-Yan Lam Jun Zhao 30 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 42 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 35 3 0 28 Aug 2023