X-Lai

Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

LISA

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

SparseTransformer

A fast and memory-efficient libarary for sparse transformer with varying token numbers (e.g., 3D point cloud).

SphereFormer

The official implementation for "Spherical Transformer for LiDAR-based 3D Recognition" (CVPR 2023).

Step-DPO

Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"

Stratified-Transformer

Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)

awesome-semi-supervised-learning

:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

GloVe

HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

PyContrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

X-Lai/PyContrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

X-Lai/awesome-semi-supervised-learning

:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

X-Lai/HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

X-Lai/AdaptiveMaskedProxies

Adaptive Masked Proxies for Few Shot Semantic Segmentation

X-Lai/Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

X-Lai/awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

X-Lai/CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

X-Lai/detector

X-Lai/detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

X-Lai/few-shot-object-detection

Implementations of few-shot object detection benchmarks

X-Lai/git_exercise

X-Lai/GitWorkshop

This is for course workshop.

X-Lai/google-research

Google Research

X-Lai/HIT-WorkShop

HIT HomeWorks or Templets

X-Lai/indexnet_matting

Indices Matter: Learning to Index for Deep Image Matting

X-Lai/maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

X-Lai/mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

X-Lai/meta-transfer-learning

TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

X-Lai/mmcv

Open MMLab Computer Vision Foundation

X-Lai/mmdetection

Open MMLab Detection Toolbox and Benchmark

X-Lai/NLNL-Negative-Learning-for-Noisy-Labels

NLNL: Negative Learning for Noisy Labels

X-Lai/PANet

X-Lai/paper-reading

深度学习论文阅读、数据仓库实践体验。比做算法的懂工程落地，比做工程的懂算法模型。

X-Lai/pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

X-Lai/RepMet

Few-shot detection for visual categories

X-Lai/sam

SAM: Sharpness-Aware Minimization (PyTorch)

X-Lai/setup-ipsec-vpn

Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS

X-Lai/transferlearning

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

X-Lai/X-Lai.github.io

X-Lai/ZS3

Zero-Shot Semantic Segmentation