The most cited deep learning papers

List of articles related to deep learning applied to music

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

Deep Learning Papers on Medical Image Analysis

A selection of state-of-the-art research materials on trajectory prediction

My Reading Lists of Deep Learning and Natural Language Processing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

Deep Learning for Vision-based Prediction

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)

A comprehensive list [AIM@IJCAI'21, P3M@MM'21, GFM@IJCV'22, RIM@CVPR'23, P3MNet@IJCV'23] of our research works related to image matting, including papers, codes, datasets, demos, and citations. Note: The repo for [IJCV'23] "Rethinking Portrait Matting with Privacy Preserving" has been moved to: https://github.com/ViTAE-Transformer/P3M-Net

My CS231n lecture notes

Deep Learning for Natural Language Processing - Lectures 2023

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

Mathematics paper recapitulating the calculus behind a neural network and its back propagation

vulnerability detection in python source code with LSTM networks

📝 References list for machine learning and deep learning in computer vision.

Master's dissertation for breast cancer detection in mammograms using deep learning techniques in Tensorflow. Contains the final report and source code.

Autonomous Literature Overview

List of articles related to deep learning applied to music