leokarlin / LaSOView external linksLinks
LaSO: Label-Set Operations networks for multi-label few-shot learning - official implementation
☆88Mar 19, 2024Updated last year
Alternatives and similar repositories for LaSO
Users that are interested in LaSO are comparing it to the libraries listed below
Sorting:
- Orderless Recurrent Models for Multi-label Classification☆43Aug 19, 2020Updated 5 years ago
- ☆10Nov 18, 2022Updated 3 years ago
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆49Jul 24, 2020Updated 5 years ago
- ☆163Apr 27, 2022Updated 3 years ago
- Adaptive Cross-Modal Few-shot learning OSS code. This is a ServiceNow Research project that was started at Element AI.☆65Jun 22, 2022Updated 3 years ago
- Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper☆31Aug 23, 2022Updated 3 years ago
- Multi-label Image Recognition by Recurrently Discovering Attentional Regions (Pytorch implementation)☆89Aug 6, 2018Updated 7 years ago
- Shared Attention for Multi-label Zero-shot Learning accepted @ CVPR20☆32Dec 21, 2021Updated 4 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning☆20Dec 24, 2019Updated 6 years ago
- ☆13Apr 7, 2022Updated 3 years ago
- KSSNet: Multi-Label Classification with Label Graph Superimposing☆60Mar 3, 2020Updated 5 years ago
- Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"☆33Nov 6, 2019Updated 6 years ago
- PyTorch implementation of Deep Semantic Dictionary Learning for Multi-label Image Classification, AAAI 2021.☆50Sep 13, 2021Updated 4 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆33Nov 9, 2022Updated 3 years ago
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆374Jul 14, 2022Updated 3 years ago
- Few-Shot Learning with Global Class Representations☆74May 28, 2022Updated 3 years ago
- ☆375Jan 22, 2021Updated 5 years ago
- Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning☆159Jul 29, 2019Updated 6 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Jan 4, 2021Updated 5 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆202Jun 20, 2023Updated 2 years ago
- Code for "Fusion Label Enhancement for Multi-Label Learning" in IJCAI-ECAI 2022.☆10Apr 4, 2023Updated 2 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆94Dec 31, 2022Updated 3 years ago
- The code repository for "Learning Classifier Synthesis for Generalized Few-shot Learning"☆22Jul 5, 2021Updated 4 years ago
- Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper☆788Aug 4, 2023Updated 2 years ago
- ADD-GCN: Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition (ECCV 2020)☆133Apr 13, 2022Updated 3 years ago
- multilabel-learn: Multilabel-Classification Algorithms☆36May 30, 2020Updated 5 years ago
- An official code of TAEML (Task-Adaptive Ensemble of Meta-Learners)☆13Jul 30, 2019Updated 6 years ago
- [IJCV 2022] Domain-Specific Bias Filtering for Single Labeled Domain Generalization☆12Nov 10, 2022Updated 3 years ago
- [NeurIPS 2019] Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries☆12Apr 15, 2022Updated 3 years ago
- The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"☆26Apr 23, 2022Updated 3 years ago
- Tensorflow implementation for this paper.☆21Aug 3, 2019Updated 6 years ago
- Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"☆30Aug 2, 2022Updated 3 years ago
- [TIP] Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition☆45Apr 12, 2023Updated 2 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,074Oct 22, 2019Updated 6 years ago
- PyTorch implementation of MGRB (TKDE2022)☆10Sep 1, 2022Updated 3 years ago
- Few-Shot Learning with Localization in Realistic Settings☆48Aug 17, 2025Updated 5 months ago
- Continual learning using variational prototype replays☆10Oct 17, 2020Updated 5 years ago
- Code for "From Instance to Metric Calibration: A Unified Framework for Open-World Few-Shot Learning" in TPAMI 2023.☆11Apr 18, 2024Updated last year