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/academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

X-Lai/am3

Adaptive Cross-Modal Few-shot learning OSS code

X-Lai/apache-log-parser

Parses log lines from an apache log

X-Lai/awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

X-Lai/CaNet

The code for paper "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning"

X-Lai/darknet

Convolutional Neural Networks

X-Lai/datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

X-Lai/deep_learning_object_detection

A paper list of object detection using deep learning.

X-Lai/DeepSORT

MOT using deepsort yolo3 with C++

X-Lai/DeltaEncoder

This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734

X-Lai/FSS-1000

FSS-1000, A 1000-class Dataset For Few-shot Segmentation

X-Lai/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

X-Lai/handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

X-Lai/KnowledgeGraph

知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。

X-Lai/KRLPapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

X-Lai/learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

X-Lai/leo

Implementation of Meta-Learning with Latent Embedding Optimization

X-Lai/maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

X-Lai/OpenKE

An Open-Source Package for Knowledge Embedding (KE)

X-Lai/OpenPano

OpenPano: Automatic Panorama Stitching From Scratch

X-Lai/Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

X-Lai/PSPNet

Pyramid Scene Parsing Network, CVPR2017.

X-Lai/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

X-Lai/Semantic-Segmentation

List of useful codes and papers for weakly supervised Semantic/Instance/Panoptic/Few Shot Segmentation

X-Lai/semseg

Semantic Segmentation in Pytorch

X-Lai/simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

X-Lai/TADAM

The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning

X-Lai/tensorflow

An Open Source Machine Learning Framework for Everyone

X-Lai/Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

X-Lai/vision

Datasets, Transforms and Models specific to Computer Vision