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Jiwei Zhang's Projects

info-nce-pytorch icon info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

jiweizhang.github.io icon jiweizhang.github.io

Jekyll Themes / GitHub Pages 博客模板 / A template repository for Jekyll based blog

kalidokit icon kalidokit

Blendshape and kinematics solver for Mediapipe/Tensorflow.js face, eyes, pose, and hand tracking models.

keras-self-attention icon keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

keymousego icon keymousego

类似按键精灵的鼠标键盘录制和自动化操作 模拟点击和键入 | automate mouse clicks and keyboard input

label-embeddings-in-image-classification icon label-embeddings-in-image-classification

Convolutional Neural Networks (CNNs) are being widely used for various tasks in Computer Vision. We focus on the task of image classification particularly using CNNs with more focus on the relation or similarity between class labels. The similarity between labels is judged using label word embeddings and incorporated into the loss layer. We propose that shallower networks be learnt with more complex and structured losses, in order to gain from shorter training time and equivalent complexity. We train two variants of CNNs with multiple architectures , all limited to a maximum of ten convolution layers to obtain an accuracy of 93.27% on the Fashion-MNIST dataset and 86.40% on the CIFAR 10 dataset. We further probe the adversarial robustness of the model as well the classspecific behavior by visualizing the class confusion matrix.We also show some preliminary results towards extending a trained variant to zero-shot learning.

leetcode icon leetcode

:monkey:LeetCode、剑指Offer刷题笔记(C/C++、Python3实现)

lively icon lively

Free and open-source software that allows users to set animated desktop wallpapers and screensavers powered by WinUI 3.

macaw-llm icon macaw-llm

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

man icon man

Multimodal Adversarial Network for Cross-modal Retrieval (PyTorch Code)

ml icon ml

machine learning inaction

ml-models icon ml-models

Classifying image using HOG - GLCM features with SVM, Naive Bayes, KNN models and PCA for reducing feature dimension

mockingbird icon mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

mrl icon mrl

Learning Cross-Modal Retrieval with Noisy Labels (CVPR 2021, PyTorch Code)

neteasecloudmusicflac icon neteasecloudmusicflac

根据网易云音乐的歌单, 下载flac无损音乐到本地. Download the FLAC music from Internet according to your NeteaseCloudMusic playlist.

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