yafeng19

UCAS_Matrix-Theory_2024Spring

国科大2024春季学期矩阵论作业题

siam-mae-video.github.io

ReconBoost

ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement

SI-SOD

ICML2024: Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection

replicate_siamMAE

SiamMAE

unofficial-SiameseMAE

unofficial pytorch implement for Siamese-Masked Autoencoder

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

ml-entropy-reconstruction

MINT

Maximum Information keypoiNTs : Entropy-driven Unsupervised Keypoint Representation Learning in Videos (ICML 2023)

contrastive2021

Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Deep-Vision

SOPRC

CVPR-LaTeX-Paper-Template

These are CVPR Main Paper, Supplementary Materials, and Rebuttal LaTeX templates.

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

kinetics-dataset

CoCLR

[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

XCurve

XCurve is an end-to-end PyTorch library for X-Curve metrics optimizations in machine learning.

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Book7_Visualizations-for-Machine-Learning

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

temporal_context_aggregation

Temporal Context Aggregation for Video Retrieval with Contrastive Learning, WACV 2021

distill-and-select

Authors official PyTorch implementation of the "DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval" [IJCV 2022]

visil

Authors official PyTorch implementation of the "ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning" [ICCV 2019]

ndvr-dml

Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

VSC22-Submission

[CVPR 2023 Workshop] The code reproduce the results of our solutions on both tracks for Meta AI Video Similarity Challenge (CVPR 2023 Workshop). Our solutions got the first place on both tracks, including Descriptor Track and Matching Track.