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Search results for computer vision few shot learning
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few-shot-learning
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24 search results found
Few Shot Gan Adaptation
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272
[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence
Feat
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149
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
Snca.pytorch
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136
Improving Generalization via Scalable Neighborhood Component Analysis
Ifsl
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114
[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation
R2d2
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83
[ICLR'19] Meta-learning with differentiable closed-form solvers
Orbit Dataset
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82
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
Lightningfsl
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76
LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.
Knowledge_evolution
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67
(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets
Msanet
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48
Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.
Renet
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42
[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification
Manifest
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41
Few-shot image translation method working on unstructured environments. ECCV 2022
Meta Fine Tuning
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36
[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.
Memopainter Pytorch
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33
An unofficial implementation of MemoPainter(Coloring With Limited Data: Few-shot Colorization via Memory Augmented Networks) using PyTorch framework.
Matanet
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19
This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".
Metal
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19
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
Sl Dml
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15
Signal Level Deep Metric Learning for One-Shot Action Recognition
L2f
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15
Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"
Lowshot Shapebias
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13
Learning low-shot object classification with explicit shape bias learned from point clouds
Orbit 2022 Winner Method
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13
Few-Shot Video Object Recognition with Embedding Adaptation and Uniform Clip Sampling: Winner of ORBIT Few-Shot Object Recognition Challenge 2022
Prototypical Networks Few Shot Learning
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10
Pytorch implementation of prototypical networks in few shot learning
Firth_bias_reduction
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7
This repository contains the experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".
Patchcore Few Shot
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7
Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"
Subspace Reg
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6
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Realtime Retinanet
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5
Create a real-time object detection with a few examples using RetinaNet.
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