Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs (JMLR 2022)
☆212Oct 6, 2023Updated 2 years ago
Alternatives and similar repositories for LogME
Users that are interested in LogME are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Jul 20, 2022Updated 3 years ago
- A demo code of "OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations" published in CVPR2021☆18Jun 23, 2021Updated 4 years ago
- This repository contains the codes of the experiments in Paper An Information-theoretic Metric of Transferability for Task Transfer Learn…☆22Mar 1, 2019Updated 7 years ago
- The code repository for "Model Spider: Learning to Rank Pre-Trained Models Efficiently"☆21Apr 12, 2024Updated last year
- A collection of model transferability estimation methods.☆32Oct 12, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Mar 24, 2023Updated 3 years ago
- 📰 Computing the information content of trained neural networks☆23Oct 8, 2021Updated 4 years ago
- A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.☆15Dec 14, 2022Updated 3 years ago
- SMCA replication☆21Jul 24, 2021Updated 4 years ago
- Code for SelfAugment☆27Dec 16, 2020Updated 5 years ago
- Code for CAiDA☆24Jun 2, 2022Updated 3 years ago
- Code Release for "Video Prediction via Example Guidance" (ICML 2020)☆13Jul 19, 2020Updated 5 years ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆89Nov 4, 2021Updated 4 years ago
- The code repository for "Learning Classifier Synthesis for Generalized Few-shot Learning"☆22Jul 5, 2021Updated 4 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.
- Directed masked autoencoders☆14Mar 17, 2026Updated last week
- ☆37May 7, 2023Updated 2 years ago
- Code release for Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning (NeurIPS 2019)☆24Nov 29, 2021Updated 4 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆186Oct 25, 2023Updated 2 years ago
- This is an implement of ACE: Adapting to Changing Environments for Semantic Segmentation☆15Jun 14, 2020Updated 5 years ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆485Feb 22, 2024Updated 2 years ago
- A collection of trends about transfer learning☆17Nov 6, 2020Updated 5 years ago
- [CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching".☆14Sep 1, 2022Updated 3 years ago
- Un-*** 50 billions multimodality dataset☆23Sep 14, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆14Apr 12, 2023Updated 2 years ago
- Understanding Self-Supervised Learning in a non-IID Setting☆21Oct 21, 2022Updated 3 years ago
- ☆17May 31, 2023Updated 2 years ago
- code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"☆128May 23, 2023Updated 2 years ago
- Code repo for EMNLP 2023 paper "Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models"☆23Nov 13, 2023Updated 2 years ago
- code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"☆59May 23, 2023Updated 2 years ago
- ☆880May 24, 2024Updated last year
- Code Release for Learning to Adapt to Evolving Domains☆31Jul 21, 2021Updated 4 years ago
- [CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai☆98Mar 18, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Measuring the Signal to Noise Ratio in Language Model Evaluation☆29Aug 19, 2025Updated 7 months ago
- ☆13Oct 8, 2021Updated 4 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆62Jan 29, 2022Updated 4 years ago
- Code accompanying ICML 2021 paper "Few-shot Language Coordination by Modeling Theory of Mind"☆18May 18, 2022Updated 3 years ago
- ☆13Apr 7, 2022Updated 3 years ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15May 24, 2023Updated 2 years ago
- Code for the paper Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift☆39Oct 28, 2020Updated 5 years ago