85 Open source projects that are alternatives of or similar to renet

A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

(TPAMI 2022) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

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

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus

Laplacian Regularized Few Shot Learning

Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

FewCLUE 小样本学习测评基准，中文版

An unofficial implementation of MemoPainter(Coloring With Limited Data: Few-shot Colorization via Memory Augmented Networks) using PyTorch framework.

OpenMMLab FewShot Learning Toolbox and Benchmark

awesome few shot / meta learning papers

ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

[ICCV21] Code for "RetrievalFuse: Neural 3D Scene Reconstruction with a Database"

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

ICML'2022: Black-Box Tuning for Language-Model-as-a-Service

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.

Hands-On Deep Learning Algorithms with Python, By Packt

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

Dialogue Knowledge Transfer Networks (DiKTNet)

Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)

Learning To Compare For Text , Few shot learning in text classification

This paper is accepted by ICCV 2021.

Official implementation of MSR-GCN (ICCV2021 paper)

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

Parametric Contrastive Learning (ICCV2021)

PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans

Tensorflow implementation for paper: Learning to Compare: Relation Network for Few-Shot Learning.

Awesome Few-shot learning

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

LibFewShot: A Comprehensive Library for Few-shot Learning.

[ICCV2021] Learning to Track Objects from Unlabeled Videos

📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. https://aclanthology.org/2021.acl-long.381/

A collection of AWESOME things about domian adaptation

[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

Awesome Domain Adaptation Python Toolbox

Spatial-Temporal Transformer for Dynamic Scene Graph Generation, ICCV2021

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

PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"

a deep recurrent model for exchangeable data

Finetuning any DNN for better embedding on neural search tasks

[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

[ICCV 2021] InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring

A novel method for few shot learning

[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation

Official implementation of deep matching prior

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

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation