Frankluox

Xu Luo's starred repositories

LabelHalluc

[AAAI 2022] Label Hallucination for Few-Shot Classification

Language:Python2500

CloserLookAgainFewShot

[ICML 2023] A Closer Look at Few-shot Classification Again

Language:PythonMIT4300

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Language:PythonApache-2.02918800

multimodal-meta-learn

Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning" (published at ICLR 2023).

Language:PythonMIT4700

flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

Language:PythonMIT117600

highest_cited_ml_conference_paper

A github page that displays the highest cited machine learning conference paper.

Language:PythonGPL-3.0900

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

Language:PythonMIT9100

contextual-squeeze-and-excitation

Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)

Language:PythonMIT2400

FSL-TCBR

Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid

Language:Python1400

bolei_awesome_posters

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

133200

eTT_TMLR2022

Language:Python2000

UNICORN-MAML

PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"

Language:Python3700

Channel_Importance_FSL

[ICML 2022] Channel Importance Matters in Few-shot Image Classification

Language:PythonMIT5200

Bongard-HOI

[CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning

Language:PythonNOASSERTION6100

StreamYOLO

Real-time Object Detection for Streaming Perception, CVPR 2022

Language:PythonApache-2.029800

DeepBDC

The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).

Language:PythonNOASSERTION16300

renet

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

Language:PythonMIT11000

URL

Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task-specific Adapters - CVPR 2022

Language:PythonMIT12400

MCL

Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)

Language:Python5000

firth_bias_reduction

This repository contains the experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".

1100