AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
☆114Jan 14, 2021Updated 5 years ago
Alternatives and similar repositories for AdaShare
Users that are interested in AdaShare are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Which Tasks Should Be Learned Together in Multi-task Learning?☆103Mar 10, 2023Updated 3 years ago
- Code for "AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning"☆51Jun 28, 2023Updated 3 years ago
- (ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/html/Strezoski_Many_Task_Learning_Wi…☆64Dec 3, 2019Updated 6 years ago
- Automated Search for Resource-Efficient Branched Multi-Task Networks [BMVC 2020]☆15Aug 9, 2023Updated 3 years ago
- A Tensorflow implementation of the paper arXiv:1604.03539☆135Jul 25, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆843Jan 13, 2022Updated 4 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆737Feb 7, 2022Updated 4 years ago
- Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)☆17Dec 30, 2023Updated 2 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 5 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆143Feb 5, 2023Updated 3 years ago
- Official Pytorch's implementation of RotoGrad☆85Aug 1, 2023Updated 3 years ago
- A list of multi-task learning papers and projects.☆390Jan 31, 2022Updated 4 years ago
- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆842Mar 3, 2026Updated 8 months ago
- Code for "Gradient Surgery for Multi-Task Learning"☆374Apr 28, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [CVPR 2022] DiSparse: Disentangled Sparsification for Multitask Model Compression☆14Sep 6, 2022Updated 4 years ago
- Model, selected at random, from the training set of the paper "Taskonomy: Disentangling Task Transfer Learning"☆50Oct 20, 2026Updated 2 weeks ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Sep 23, 2018Updated 8 years ago
- [CVPR2019] NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction☆56Jan 7, 2020Updated 6 years ago
- ☆19Mar 28, 2022Updated 4 years ago
- Reference implementation of "Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification"☆42Jul 17, 2017Updated 9 years ago
- SpotTune: Transfer Learning through Adaptive Fine-tuning☆91Aug 8, 2019Updated 7 years ago
- Code for Sluice networks: Learning what to share between loosely related tasks☆155Jan 28, 2019Updated 7 years ago
- [CVPR 2022 Challenge Rank 1st] The official code for V2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval…☆29Jul 30, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi-Task Learning Using Dynamic Weights of Tasks for Face Recognition withFacial Expression☆45May 8, 2020Updated 6 years ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆407Jun 22, 2021Updated 5 years ago
- MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022☆641Dec 13, 2022Updated 3 years ago
- This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".☆49Feb 7, 2021Updated 5 years ago
- TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"☆38Dec 17, 2021Updated 4 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 4 years ago
- ☆69Sep 21, 2020Updated 6 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,066Sep 2, 2024Updated 2 years ago
- [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning☆147Aug 12, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ECCV 2020] Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation☆30Sep 7, 2020Updated 6 years ago
- The official repository (in PyTorch) for the ECCV 2020 paper "Reparameterizing Convolutions for Incremental Multi-Task Learning without T…☆32Mar 25, 2024Updated 2 years ago
- Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Py…☆327Apr 24, 2024Updated 2 years ago
- Learning from Graphs: From Mathematical Principles to Practical Tools☆11Apr 16, 2021Updated 5 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆161Nov 9, 2023Updated 2 years ago
- Code for ICCV21 paper: Task Switching Network for Multi-task Learning☆20Apr 11, 2022Updated 4 years ago
- This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertisin…☆60Feb 22, 2022Updated 4 years ago