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
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation Muquan Li Hang Gou Dongyang Zhang Shuang Liang Xiurui Xie Deqiang Ouyang Ke Qin DD 29 0 0 06 Oct 2025
DyME: Dynamic Multi-Concept Erasure in Diffusion Models with Bi-Level Orthogonal LoRA Adaptation Jiaqi Liu Lan Zhang Xiaoyong Yuan DiffM 4 0 0 25 Sep 2025
SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models K. Nguyen Anh Tran Cuong Pham 8 0 0 06 Sep 2025
Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Tai Vu 32 0 0 26 Aug 2025
DeepEmoNet: Building Machine Learning Models for Automatic Emotion Recognition in Human Speeches Tai Vu 8 0 0 20 Aug 2025
A Visual Tool for Interactive Model Explanation using Sensitivity Analysis Manuela Schuler FAtt 24 0 0 06 Aug 2025
A Scalable Machine Learning Pipeline for Building Footprint Detection in Historical Maps Annemarie McCarthy 16 0 0 05 Aug 2025
MINR: Implicit Neural Representations with Masked Image Modelling Sua Lee Joonhun Lee Myungjoo Kang 47 1 0 30 Jul 2025
LoReUn: Data Itself Implicitly Provides Cues to Improve Machine Unlearning Xiang Li Qianli Shen Haonan Wang Kenji Kawaguchi MU 81 1 0 30 Jul 2025
AI-driven Orchestration at Scale: Estimating Service Metrics on National-Wide Testbeds Rodrigo Moreira R. Pasquini J. S. B. Martins T. Carvalho F. O. Silva 54 0 0 21 Jul 2025
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 219 1 0 26 May 2025
Deep Learning-Based Forecasting of Boarding Patient Counts to Address ED Overcrowding Orhun Vural Bunyamin Ozaydin Khalid Y. Aram James Booth Brittany F. Lindsey 94 0 0 20 May 2025
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models Shristi Das Biswas Arani Roy Kaushik Roy DiffM 203 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 89 0 0 09 May 2025
EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting Leyi Yan Linda Wang Sihang Liu Yi Ding 708 3 0 04 May 2025
An Artificial Intelligence-Based Framework for Predicting Emergency Department Overcrowding: Development and Evaluation Study Orhun Vural Bunyamin Ozaydin Khalid Y. Aram James Booth Brittany F. Lindsey Abdulaziz Ahmed 49 2 0 23 Apr 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 149 1 0 12 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 171 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 163 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 165 5 0 25 Mar 2025
End-to-End Implicit Neural Representations for Classification Alexander Gielisse Jan van Gemert 177 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 213 0 0 18 Mar 2025
Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information Youngju Joung Sehyun Lee Jaesik Choi AAML 112 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 199 18 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 688 3 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 139 2 0 18 Jan 2025
The Multiplex Classification Framework: optimizing multi-label classifiers through problem transformation, ontology engineering, and model ensembling Mauro Nievas Offidani Facundo Roffet Claudio Augusto Delrieux Maria Carolina Gonzalez Galtier Marcos Zarate 124 1 0 18 Dec 2024
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis Vitalii Slobodzian Pavlo Radiuk Oleksander Barmak Iurii Krak 156 2 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 151 1 0 27 Nov 2024
MUNBa: Machine Unlearning via Nash Bargaining Jing Wu Mehrtash Harandi MU 296 7 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 207 2 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 109 1 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 239 1 0 15 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 96 3 0 10 Oct 2024
Dark Miner: Defend against undesirable generation for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yue Jiang Wei Wang Jing Dong Tieniu Tan DiffM 116 0 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 118 2 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 108 4 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 74 1 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 Benlin Liu Jian Wu 116 3 0 13 Jul 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Jiabo He Difan Zou Yu-Gang Jiang 156 7 0 18 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 148 26 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 151 31 0 25 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 133 134 0 17 May 2024
Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning Masane Fuchi Tomohiro Takagi DiffM VLM 161 21 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 173 2 0 02 May 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 113 6 0 21 Apr 2024
InceptionTime vs. Wavelet -- A comparison for time series classification Daniel Klenkert Daniel Schaeffer Julian Stauch AI4TS 25 0 0 27 Mar 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 120 6 0 26 Mar 2024
A Comparison of Deep Learning Architectures for Spacecraft Anomaly Detection Daniel Lakey Tim Schlippe 122 4 0 19 Mar 2024
Separable Multi-Concept Erasure from Diffusion Models Mengnan Zhao Lihe Zhang Tianhang Zheng Yuqiu Kong Baocai Yin 115 0 0 03 Feb 2024