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Search results for few shot
few-shot
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59 search results found
Transferlearning
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12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Deepke
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2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
Learn2learn
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2,283
A PyTorch Library for Meta-learning Research
Custom Diffusion
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1,669
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
Fsl Mate
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1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
Prototypical Networks
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524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Awesome Diffusion Categorized
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491
collection of diffusion model papers categorized by their subareas
Metaoptnet
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480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
Mini Imagenet Tools
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399
Tools for generating mini-ImageNet dataset and processing batches
Fewx
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335
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
Bigdetection
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291
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
Pfenet
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289
PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).
Zshot
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278
Zero and Few shot named entity & relationships recognition
Led
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219
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
Fewshotlearning
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199
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
Feat
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149
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
Deceived
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148
[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
Charactergan
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143
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
Dmfont
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123
Official PyTorch implementation of DM-Font (ECCV 2020)
Vand April Gan
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113
[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
Limited Data Rolling Bearing Fault Diagnosis With Few Shot Learning
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112
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
Tim
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109
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
Hatt Proto
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108
Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
Prototypical Networks Tensorflow
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108
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Reptile Pytorch
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107
A PyTorch implementation of OpenAI's REPTILE algorithm
Few Shot Intent Detection
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103
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
Tiered Imagenet Tools
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66
Tools for generating tieredImageNet dataset and processing batches
Context Transformer
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61
Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
Transfer Learning Fault Diagnosis Pytorch
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54
A transfer learning fault diagnosis repository covering popular algorithms
Strm
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49
[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition
Metaaudio A Few Shot Audio Classification Benchmark
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48
A new comprehensive and diverse few-shot acoustic classification benchmark.
Manifest
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41
Few-shot image translation method working on unstructured environments. ECCV 2022
Few Shot Lm
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40
The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)
Metadelta
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35
1st solution to AAAI 2021 and NeurIPS 2021 MetaDL competition from Team Meta_Learners. Serve as a strong baseline for cd metadl challenge.
Lrebench
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30
Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."
Flexkbqa
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25
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
A Hierarchical Transformation Discriminating Generative Model For Few Shot Anomaly Detection
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25
Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"
Nsl
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24
Implementation for <Neural Similarity Learning> in NeurIPS'19.
Mt Net
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23
Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"
Modality Transferable Mer
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23
Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.
Aaf_framework
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22
Alignment Attention Fusion framework for Few-Shot Object Detection
Flad
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20
Few-shot Learning with Auxiliary Data
Teg
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17
The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.
Rap
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16
Code for the SIGIR2023 paper "Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction"
Aacl Ijcnlp2022 Kgc Tutorial
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15
Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction
Lowshot Shapebias
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13
Learning low-shot object classification with explicit shape bias learned from point clouds
As Maml
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13
A meta-learning framework for few-shot graph learning
Realistic_transductive_few_shot
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13
(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning
Hcn Prototypeloss Pytorch
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10
Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
Llano
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10
Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.
Relationnet
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8
implementation of relationNet naive version
Colnerf
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8
[AAAI-2024] Pytorch implementation of "ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field"
Few Shot Fault Diagnosis
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7
A few shot learning repository for bearing fault diagnosis.
Matchingnet
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7
implementation of Matching Net in Pytorch
Chatgpt Turbocli
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7
Supports inputting data via files, features summarization of larger inputs, multi-line input, token usage stats. The program is flexible when initiating new chats and supports various named personas and preloading history in yaml files. Easily store jailbreak personas and stories.
Metatne
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7
Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"
D_lsm
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7
Dynamic landslide susceptibility assessment using InSAR techniques
Annotation Free Fewshot
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6
[MICCAI 2023] Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach
Isbfsar
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5
Interactive Skeleton Based Few Shot Action Recognition
1-59 of 59 search results
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