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15 search results found

Transferlearning ⭐ 12,494

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

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

Fsl Mate ⭐ 1,611

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

Prototypical Networks ⭐ 524

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

Zero and Few shot named entity & relationships recognition

[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

Prototypical Networks Tensorflow ⭐ 108

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

Reptile Pytorch ⭐ 107

A PyTorch implementation of OpenAI's REPTILE algorithm

Metaaudio A Few Shot Audio Classification Benchmark ⭐ 48

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

Metadelta ⭐ 35

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

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

Modality Transferable Mer ⭐ 23

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

Aaf_framework ⭐ 22

Alignment Attention Fusion framework for Few-Shot Object Detection

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

Lowshot Shapebias ⭐ 13

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

Dynamic landslide susceptibility assessment using InSAR techniques

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