Yongfei Liu's Projects
FSS-1000, A 1000-class Dataset For Few-shot Segmentation
手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
Bridging Knowledge Graphs to Generate Scene Graphs, ECCV 2020
GIT: A Generative Image-to-text Transformer for Vision and Language
Unofficial Grammarly VS Code Extension
Video Grounding and Captioning
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
a HDF5-based python pickle replacement
Series of work (ECCV2020, CVPR2021, CVPR2021) about Compositional Learning for Human-Object Interaction Detection
Official repository for HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR'21, Oral Presentation)
Learning to Prompt for Continual Learning
Code release for Hu et al., Language-Conditioned Graph Networks for Relational Reasoning. in ICCV, 2019
AAAI2020-The official implementation of "Learning Cross-modal Context Graph for Visual Grounding"
周志华《机器学习》手推笔记
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.
METER: A Multimodal End-to-end TransformER Framework
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Models built with TensorFlow
This is the repo for Multi-level textual grounding