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Yao-hui Li's Projects

ifsl icon ifsl

[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

image-aesthetics-papers icon image-aesthetics-papers

"One of the most intriguing problems is to understand the precise nature of time, especially with regard to the big bang, the big crunch and the long-term future of an open universe."― Jamal Nazrul Islam

jittor icon jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

kcl icon kcl

Implement of 'The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning'

l2f icon l2f

Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"

libfewshot icon libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

m2l icon m2l

This repository is the code of paper "Multi-level Metric Learning for Few-shot Image Recognition".

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mast icon mast

ManifoldAlignmentStyleTransfer

matanet icon matanet

This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning".

me-d2n_for_cdfsl icon me-d2n_for_cdfsl

Repository for the paper : ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning

meta-fdmixup icon meta-fdmixup

Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data

mofdiff icon mofdiff

Coarse-grained Diffusion for Metal-Organic Framework Design

moftransformer icon moftransformer

Universal Transfer Learning in Porous Materials, including MOFs.

mpada icon mpada

The official implementation of MP_{ada} in Attention-based Multi-patch Aggregation for Image Aesthetic Assessment (MM 2018)

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

otavatar icon otavatar

This is the official repository for OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering [CVPR2023].

pcs-fuda icon pcs-fuda

Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"

proxy-a-distance icon proxy-a-distance

Proxy A-Distance algorithm for measuring domain disparity in parallel corpora

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