Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: few-shot

adobe-research/custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

Language: Python - Size: 60.5 MB - Last synced: 2 days ago - Pushed: 6 months ago - Stars: 1,794 - Forks: 136

Yifei20/Few-shot-Fault-Diagnosis-MAML

Implementation of the MAML framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnosis problem.

Language: Python - Size: 1.04 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 4 - Forks: 1

learnables/learn2learn

A PyTorch Library for Meta-learning Research

Language: Python - Size: 9.52 MB - Last synced: 7 days ago - Pushed: 11 months ago - Stars: 2,564 - Forks: 344

MingyuKim87/SynergyNeRF

Official PyTorch implementation of SynergyNeRF: "Synergistic Integration of Coordinate Network and Tensorial Feature for Improving NeRFs from Sparse Inputs (ICML2024)"

Language: Python - Size: 33.5 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 8 - Forks: 0

IBM/zshot

Zero and Few shot named entity & relationships recognition

Language: Python - Size: 1.46 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 325 - Forks: 17

eezkni/ColNeRF

[AAAI-2024] Pytorch implementation of "ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field"

Language: Python - Size: 2.39 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 14 - Forks: 0

xavibou/ovdsat

Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'

Language: Python - Size: 88.2 MB - Last synced: 12 days ago - Pushed: 14 days ago - Stars: 8 - Forks: 1

jindongwang/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Language: Python - Size: 35.5 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 12,963 - Forks: 3,777

Xiaohan-Chen/TFPred

An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis

Language: Python - Size: 1.07 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 22 - Forks: 3

yaoyao-liu/mini-imagenet-tools

Tools for generating mini-ImageNet dataset and processing batches

Language: Python - Size: 562 KB - Last synced: 23 days ago - Pushed: over 3 years ago - Stars: 412 - Forks: 56

tata1661/FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

Language: Python - Size: 8.98 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 1,651 - Forks: 284

pnborchert/CORE

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023.

Language: Python - Size: 625 KB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

mims-harvard/UniTS

A unified time series model.

Language: Python - Size: 66.4 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 290 - Forks: 32

shiyuanh/TANE

Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"

Language: Python - Size: 46.9 KB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 24 - Forks: 5

jakesnell/prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Language: Python - Size: 201 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 1,074 - Forks: 251

wangkai930418/awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

Size: 132 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 741 - Forks: 29

zjunlp/DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Language: Python - Size: 110 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2,876 - Forks: 625

clovaai/dmfont

Official PyTorch implementation of DM-Font (ECCV 2020)

Language: Python - Size: 181 KB - Last synced: 28 days ago - Pushed: 8 months ago - Stars: 128 - Forks: 34

abdulfatir/prototypical-networks-tensorflow

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Language: Jupyter Notebook - Size: 191 KB - Last synced: 21 days ago - Pushed: over 6 years ago - Stars: 132 - Forks: 44

Sha-Lab/FEAT

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

Language: Python - Size: 4.69 MB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 396 - Forks: 82

pnborchert/MultiRep

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.

Language: Python - Size: 2.55 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

EagleW/Chem-FINESE

Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

Language: Python - Size: 1.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

EndlessSora/DeceiveD

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Language: Python - Size: 3.53 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 250 - Forks: 24

V0XNIHILI/few-shot-spoken-term-classification

A quick reimplementation of the two datasets ("digits" and "commands") proposed in the paper "An Investigation of Few-Shot Learning in Spoken Term Classification"

Language: Python - Size: 9.77 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

gitabcworld/FewShotLearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

Language: Python - Size: 32.2 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 254 - Forks: 57

yaoyao-liu/tiered-imagenet-tools

Tools for generating tieredImageNet dataset and processing batches

Language: Python - Size: 985 KB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 73 - Forks: 12

thunlp/HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Language: Python - Size: 5.36 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 180 - Forks: 35

NLP-Tutorials/AACL-IJCNLP2022-KGC-Tutorial

Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction

Size: 31 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 25 - Forks: 7

Tobi-Tob/CustomDatasets

Custom-created labeled few-shot datasets featuring german road signs and common everyday objects

Language: Python - Size: 1.19 GB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

llan-ml/MetaTNE

Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"

Language: Python - Size: 1.97 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 10 - Forks: 0

stevezheng23/fewshot_nlp_pt

Few-shot NLP in PyTorch

Language: Python - Size: 8.49 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

codingonion/awesome-open-world-object-detection

This repository lists some awesome public Open World object detection series projects.

Size: 3.91 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 12 - Forks: 1

KRVPerera/FSL-MiniImageNet

Cross domain few-shot transfer learning from MiniImageNet to EuroSAT_RGB and CUB

Language: Jupyter Notebook - Size: 82.9 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

jarjumarvin/bachelor_thesis

Repisotory to accompany my bachelor thesis titled "Syntactic Constituency Parsing with Efficient Fine-Tuning Methods for T5 in Few-Shot Settings"

Language: Jupyter Notebook - Size: 86.9 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

mddunlap924/LangChain-SynData-RAG-Eval

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

Language: Jupyter Notebook - Size: 1.76 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 12 - Forks: 1

Jityan/sslprotonet

Code Repository for "SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning"

Language: Python - Size: 24.4 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 6 - Forks: 2

kjunelee/MetaOptNet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Language: Python - Size: 2.8 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 511 - Forks: 95

YWCandGHY/BiMACL

Official code for "Multi-Level Motion Attention with Contrastive Learning for Few-shot Action Recognition" (IICASSP2024)

Language: Python - Size: 650 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

fanq15/FewX

FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

Language: Python - Size: 4.64 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 335 - Forks: 48

dvlab-research/PFENet

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

Language: Python - Size: 1.16 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 284 - Forks: 50

CHeggan/MetaAudio-A-Few-Shot-Audio-Classification-Benchmark

A new comprehensive and diverse few-shot acoustic classification benchmark.

Language: Python - Size: 3.61 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 50 - Forks: 8

gabrielhuang/reptile-pytorch

A PyTorch implementation of OpenAI's REPTILE algorithm

Language: Jupyter Notebook - Size: 260 KB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 198 - Forks: 38

checkstep/senti-stance

Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training

Language: Python - Size: 43.7 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 16 - Forks: 2

CLi-de/D_LSM

Dynamic landslide susceptibility assessment using InSAR techniques

Language: Python - Size: 4.86 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 12 - Forks: 2

shellysheynin/A-Hierarchical-Transformation-Discriminating-Generative-Model-for-Few-Shot-Anomaly-Detection

Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"

Language: Python - Size: 2.03 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 55 - Forks: 13

zjunlp/LREBench

Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."

Language: Python - Size: 1.18 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 33 - Forks: 1

fujenchu/relationNet

implementation of relationNet naive version

Language: Python - Size: 35.2 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 12 - Forks: 2

fujenchu/matchingNet

implementation of Matching Net in Pytorch

Language: Python - Size: 16.6 KB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 9 - Forks: 4

SeanLee97/llano

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

Language: Python - Size: 140 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 26 - Forks: 3

sung-won-kim/TEG

The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.

Language: Python - Size: 69.3 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 17 - Forks: 0

rrfsantos/Generative-AI

Generative AI - Use Watsonx to respond to natural language questions using RAG (context, few-shot, watson-studio, rag, vector-database, foundation-models, llm, prompt-engineering, retrieval-augmented-generation, milvus).

Language: Jupyter Notebook - Size: 8.67 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

zerodezibels/xcs224u_ic

XCS224U - Winter 2021 - Syed/Aiswarya - Intent Classification - Few Shot - Code and Dataset

Size: 6.84 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Xiaohan-Chen/transfer-learning-fault-diagnosis-pytorch

A transfer learning fault diagnosis repository covering popular algorithms

Language: Python - Size: 58.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 53 - Forks: 6

mboudiaf/TIM

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

Language: Python - Size: 6.08 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 114 - Forks: 18

SNBQT/Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning

This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

Language: Jupyter Notebook - Size: 1.18 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 207 - Forks: 34

amazon-science/bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

Language: Python - Size: 8.17 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 363 - Forks: 21

jianguoz/Few-Shot-Intent-Detection

Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

Language: Python - Size: 1.35 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 113 - Forks: 20

yoonholee/MT-net

Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"

Language: Python - Size: 224 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 35 - Forks: 8

wy1iu/NSL

Implementation for <Neural Similarity Learning> in NeurIPS'19.

Language: Python - Size: 173 KB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 33 - Forks: 5

xmindflow/Annotation-Free-Fewshot

[MICCAI 2023] Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach

Language: Python - Size: 1.42 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 6 - Forks: 0

NingMa-AI/AS-MAML

A meta-learning framework for few-shot graph learning

Language: Python - Size: 43 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 15 - Forks: 6

SoongE/face_recognition_fewshot

Face recognition using few shot learning

Language: Python - Size: 4.25 MB - Last synced: 28 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

leezythu/FlexKBQA

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Language: Python - Size: 41.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 24 - Forks: 1

mlciv/sgd

NAACL'21 A Comparative Study on Schema-Guided Dialogue State Tracking

Language: Python - Size: 769 KB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

fansunqi/FlexKBQA

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Language: Python - Size: 23.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

JBall1/Few-Shot-Limited-Data

An analysis and comparison of transfer learning and meta-learning for the task of few-shot classification of flowers with particular interest in cases where data is limited.

Language: Jupyter Notebook - Size: 4.04 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 6 - Forks: 0

alon-albalak/FLAD

Few-shot Learning with Auxiliary Data

Language: Python - Size: 345 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 16 - Forks: 1

tohinz/CharacterGAN

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)

Language: Python - Size: 50.5 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 192 - Forks: 21

andrewbo29/mtm-meta-learning-sa

Code of the paper "Multi-Task Meta-Learning Modification with Stochastic Approximation".

Language: Python - Size: 742 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2

jiaxinchen666/Meta2Learning

Language: Python - Size: 78.1 KB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Ze-Yang/Context-Transformer

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

Language: Python - Size: 4.58 MB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 95 - Forks: 14

zliucr/crosslingual-slu

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Language: Python - Size: 17.9 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 18 - Forks: 1

Xiaohan-Chen/few-shot-fault-diagnosis

A few shot learning repository for bearing fault diagnosis.

Language: Python - Size: 27.9 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 7 - Forks: 0

ByChelsea/VAND-APRIL-GAN

CVPR 2023 Workshop VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD

Language: Python - Size: 27.9 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 44 - Forks: 3

gentaiscool/few-shot-lm

The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)

Language: Python - Size: 2.34 GB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 49 - Forks: 2

nphdang/FS-BBT

Black-box Few-shot Knowledge Distillation

Language: Python - Size: 40.3 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 1

Automaticism/ChatGPT-TurboCLI

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.

Language: Python - Size: 84 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 11 - Forks: 1

HumanSignal/smartfew

SmartFew is your swiss knife for semi-supervised structuring of unlabeled data using Few Shot Learning.

Language: Python - Size: 1.88 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 3

hanxiao0607/FADS

FADS: Few-shot Anomaly Detection and Classification Through Reinforced Data Selection

Language: Python - Size: 125 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1

Asichurter/APISeqFewShot

FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for Unknown Family Recognition with Multi-Prototype Modeling" paper.

Language: Python - Size: 3.06 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 0

wenliangdai/Modality-Transferable-MER

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

Language: Python - Size: 197 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 55 - Forks: 5

steb6/ISBFSAR

Interactive Skeleton Based Few Shot Action Recognition

Language: Python - Size: 98.9 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 11 - Forks: 2

Anirudh257/strm

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

Language: Python - Size: 738 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 71 - Forks: 11

pierlj/aaf_framework

Alignment Attention Fusion framework for Few-Shot Object Detection

Language: Python - Size: 196 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 22 - Forks: 4

oveilleux/Realistic_Transductive_Few_Shot

(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning

Language: Python - Size: 5.88 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 15 - Forks: 2

zjunlp/RAP

Code for the paper "Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction"

Language: Python - Size: 17.1 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 14 - Forks: 2

DeepTrial/Few-shot-Object-Detection-via-Feature-Reweighting

Language: Python - Size: 111 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 18 - Forks: 6

astra-vision/ManiFest

Few-shot image translation method working on unstructured environments. ECCV 2022

Language: Python - Size: 232 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 44 - Forks: 3

Frozenmad/MetaDelta

1st solution to AAAI 2021 and NeurIPS 2021 MetaDL competition from Team Meta_Learners. Serve as a strong baseline for cd metadl challenge.

Language: Python - Size: 54.7 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 42 - Forks: 5

rehg-lab/lowshot-shapebias

Learning low-shot object classification with explicit shape bias learned from point clouds

Language: Python - Size: 2 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 40 - Forks: 0

amazon-science/resource-constrained-naturalized-semantic-parsing

This repository is made public for reproducibility of our recent work on Training Naturalized Semantic Parsers with Very Little Data

Size: 61.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

cuge1995/CVPR-2021-point-cloud-analysis

CVPR 2021 papers focusing on point cloud analysis

Size: 33.2 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 1

TuAnh23/MultiModalST

Limit the use of end-to-end data for Speech Translation (by leveraging Automatic Speech Recognition and Machine Translation data instead) using zero-shot multilingual text translation techniques.

Language: Python - Size: 58.9 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

ad349/Deep_Speaker

Triplet Loss implementation of Deep Speaker

Language: Python - Size: 60 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

petrtsv/few_shot_learning_study

Language: Jupyter Notebook - Size: 1.06 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

changebio/Prototypical-Networks-for-Few-shot-Learning-PyTorch Fork of orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

Language: Python - Size: 198 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Related Keywords
few-shot 96 few-shot-learning 28 deep-learning 21 meta-learning 20 pytorch 19 nlp 11 computer-vision 10 relation-extraction 9 machine-learning 9 zero-shot 8 information-extraction 7 dataset 6 transfer-learning 6 object-detection 5 low-resource 5 prompt 5 python 5 image-classification 5 one-shot-learning 5 fault-diagnosis 5 anomaly-detection 4 low-resource-nlp 4 detection 4 self-supervised-learning 4 knowledge-graph 4 kg 4 natural-language-processing 4 segmentation 4 gan 4 metalearning 4 paper 3 llm 3 maml 3 data-augmentation 3 generative-model 3 generative-adversarial-network 3 domain-adaptation 3 data-generation 3 prompt-engineering 3 few-shot-classifcation 3 classification 3 multilingual 3 few-shot-recognition 3 ner 3 one-shot 3 chatgpt 3 cvpr 3 named-entity-recognition 3 cross-domain 3 multi-modal 2 transductive-learning 2 t5 2 low-shot 2 few-shot-classification 2 miniimagenet 2 dialogue 2 knowprompt 2 foundation-models 2 efficient 2 neural-networks 2 question-answering 2 cvpr2022 2 sparql 2 nips-2017 2 omniglot 2 chinese 2 large-language-model 2 kbqa 2 node-classification 2 knowledge-base-question-answering 2 limited-data 2 neurips-2021 2 transformers 2 nerf 2 point-cloud 2 ai 2 large-language-models 2 natural-language-understanding 2 datasets 2 cross-lingual 2 supervised-learning 2 transformer 2 diffusion-models 2 zero-shot-learning 2 openai 2 intent-classification 2 gpt 2 rag 2 action-recognition 2 papers 2 retrieval-augmented-generation 2 tensorflow 2 survey 2 knowledge-distillation 2 machine-learning-algorithms 1 slu 1 flowers 1 rfbnet 1 machinelearning 1 stochastic-approximation 1