The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"
☆26Apr 23, 2022Updated 3 years ago
Alternatives and similar repositories for ULDA
Users that are interested in ULDA are comparing it to the libraries listed below
Sorting:
- Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)☆40Jul 14, 2021Updated 4 years ago
- Ensembles of CNNs for few-shot image classification☆54Jan 29, 2021Updated 5 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Dec 19, 2019Updated 6 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Jan 4, 2021Updated 5 years ago
- ManifoldAlignmentStyleTransfer☆45Feb 24, 2022Updated 4 years ago
- The code of Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space☆15Jul 12, 2022Updated 3 years ago
- [ICML 2022] Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder☆23Feb 25, 2024Updated 2 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆85Jun 7, 2021Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆151Feb 20, 2021Updated 5 years ago
- Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"☆51Aug 4, 2021Updated 4 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 3 years ago
- ☆117Jan 19, 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
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 5 years ago
- ☆12Dec 23, 2019Updated 6 years ago
- Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)☆18Oct 19, 2022Updated 3 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆102Oct 3, 2023Updated 2 years ago
- Few-shot Image Generation with Reptile☆63Jan 10, 2019Updated 7 years ago
- ☆26Jun 1, 2021Updated 4 years ago
- Code for Unsupervised Learning via Meta-Learning.☆123Apr 27, 2019Updated 6 years ago
- Few-Shot Learning with Global Class Representations☆74May 28, 2022Updated 3 years ago
- Graph Knowledge Distillation☆13Mar 6, 2020Updated 6 years ago
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- Learning from Limited and Imperfect Data (L2ID): Classification Challenges☆18Feb 7, 2021Updated 5 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆63Jun 3, 2021Updated 4 years ago
- ☆375Jan 22, 2021Updated 5 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆216Oct 3, 2023Updated 2 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆14Oct 23, 2020Updated 5 years ago
- Few shot learning☆157Aug 10, 2021Updated 4 years ago
- ☆11Oct 9, 2022Updated 3 years ago
- The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.☆56Oct 8, 2020Updated 5 years ago
- NeurIPS 2019 : Learning to Propagate for Graph Meta-Learning☆36Jan 11, 2020Updated 6 years ago
- Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning☆20Dec 24, 2019Updated 6 years ago
- knowledge distillation for few-shot learning☆15Dec 27, 2023Updated 2 years ago
- Official implementation of the paper “Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning”☆20Aug 20, 2025Updated 7 months ago
- ☆13Jul 22, 2021Updated 4 years ago
- Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy☆33Jan 5, 2020Updated 6 years ago
- ☆11Apr 18, 2021Updated 4 years ago
- Adversarial attacks including DeepFool and C&W☆13May 20, 2019Updated 6 years ago