Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

A full reconstruction of the paper: A new model for control systems with friction (Canudas de Wit et al., 1995, IEEE Transactions on Automatic Control)

Paper Reproduction for "Learning Monocular Dense Depth from Events" | CS4245 Computer Vision by Deep Learning course project

EM algorithm to estimate the traffic volume using connected vehicle trajectory, which was proposed by Zheng and Liu.

基于 AWR1642 和 DCA1000 的手势信息提取

Dynamic Sparse Training 复现

Code for the submission to the ML Reproducibility Challenge 2022, reproducing "If you like Shapley then you'll love the core"

Fork of ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

手势识别算法——结合注意力机制的卷积神经网络

SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY 复现

Code for the reproduction of Class-wise Shapley paper from Schoch, Xu, Ji [2022].

ner and pos when nothing is capitalized - paper reproduction

Megvii workshop in large-scale network reimplementation and re-evaluation, Nov. 2021

Aircraft Trajectory Planning With Collision Avoidance Using Mixed Integer Linear Programming by Arthur Richards and Jonathan P. How (10.1109/ACC.2002.1023918)

Miscellaneous scripts that do not really deserve their own repos

复现 Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?

BCB 546x Final Project paper reproduction

复现 NTK-SAP: IMPROVING NEURAL NETWORK PRUNING BY ALIGNING TRAINING DYNAMICS

Inspired by Ilya Sutskever’s 2020 reading list to John Carmack, this repo reproduces and explores key AI papers, known as the "ilya30u30." Dive into detailed notes, code, and insights to deepen your understanding of foundational and advanced deep learning concepts.

An attempt at the speech emotion recognition (SER) task on the CREMA-D dataset using TensorFlow 1D & 2D RCNN models.