A curated list of papers and code in exploring single positive multi-label learning (SPML), a interesting and challenging variant of multi-label learning.
☆35Feb 28, 2026Updated 7 months ago
Alternatives and similar repositories for Awesome-Single-Positive-Multi-Label-Learning
Users that are interested in Awesome-Single-Positive-Multi-Label-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".☆44Jul 11, 2024Updated 2 years ago
- ☆61Apr 17, 2024Updated 2 years ago
- Multi-Label Learning from Single Positive Labels - CVPR 2021☆96Nov 21, 2023Updated 2 years ago
- [CVPR 2023] Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification☆22Oct 12, 2023Updated 3 years ago
- ☆15Feb 1, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An official codebase of Scene-Aware Label Graph Learning for Multi-Label Image Classification, ICCV 2023.☆12Apr 8, 2024Updated 2 years ago
- Multi-label Image Recognition with Partial Labels (IJCV'24, ESWA'24, AAAI'22)☆43Jul 15, 2024Updated 2 years ago
- Official PyTorch implementation of "Weakly Supervised Semantic Segmentation for Driving Scenes", AAAI2024☆21Mar 16, 2025Updated last year
- Implementation for "DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations" (NeurIPS 2022))☆73Oct 24, 2023Updated 2 years ago
- Official code for "Attribution Guided Factorization for Neural Networks Visualization"☆16Oct 23, 2022Updated 3 years ago
- ☆96Sep 23, 2023Updated 3 years ago
- ☆25Jul 4, 2023Updated 3 years ago
- Official implementation of "An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition", BMVC 2022☆12Dec 16, 2022Updated 3 years ago
- [ECAI 2023] Official PyTorch implementation of the paper "Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification"☆23Nov 12, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Large Loss Matters in Weakly Supervised Multi-Label Classification - CVPR2022☆46Oct 12, 2023Updated 3 years ago
- Official PyTorch implementation of "Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model…☆40Jul 10, 2022Updated 4 years ago
- A simple PyTorch implementation of Learning Instance Activation Maps for Weakly Supervised Instance Segmentation, in CVPR 2019☆11Jun 18, 2020Updated 6 years ago
- [AAAI 2025] Official pytorch implementation of "Diffusion Model Patching via Mixture-of-Prompts"☆13Dec 12, 2024Updated last year
- ☆11May 17, 2023Updated 3 years ago
- Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of Pitfalls @ AAAI-24☆17Feb 19, 2025Updated last year
- [IEEE TMI] Tumor synthesis leveraging medical reports.☆50Aug 25, 2026Updated last month
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆20Jul 18, 2024Updated 2 years ago
- Normalization Matters in Weakly Supervised Object Localization (ICCV 2021)☆11Oct 24, 2021Updated 4 years ago
- AI Agents on 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.
- Official Code for Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions☆15Dec 27, 2023Updated 2 years ago
- Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"☆133Aug 23, 2022Updated 4 years ago
- Convert the TotalSegmentator dataset into the nnUNet format☆20Aug 1, 2023Updated 3 years ago
- A curated list of most recent papers & codes in Learning with Partial/Complementary Labels☆74Mar 16, 2026Updated 6 months ago
- Official Implementation of "Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning" in AAAI2024.☆13Feb 28, 2024Updated 2 years ago
- Official code for "Detecting Human-Object Interactions with Action Co-occurrence Priors☆34Feb 13, 2022Updated 4 years ago
- Make it So, agentic AI shell system.☆16May 11, 2025Updated last year
- ☆36May 13, 2026Updated 5 months ago
- Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"☆68Jul 25, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Aug 17, 2022Updated 4 years ago
- [CVPR 24] This is official implication for our paper: ''CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning''.☆16Apr 27, 2025Updated last year
- a codebase for multi label classification with PyTorch.☆16Nov 23, 2022Updated 3 years ago
- What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs☆24Dec 25, 2022Updated 3 years ago
- Source Code for Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models☆12Jun 18, 2025Updated last year
- Automated neural architecture search algorithms implemented in PyTorch and Autogluon toolkit.☆12Apr 17, 2020Updated 6 years ago
- An official codebase of Two-Stream Transformer for Multi-Label Image Classification, ACMMM 2022.☆17May 6, 2024Updated 2 years ago