This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

Evolutionary multi-objective optimization platform

Omniglot data set for one-shot learning

R-FCN: Object Detection via Region-based Fully Convolutional Networks

Bayesian Program Learning model for one-shot learning

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Structured Edge Detection Toolbox

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

记录计算智能优化算法的学习笔记，通过阅读论文并复现的形式加深对相关的启发式智能优化的理解。

Multitask Optimization Platform (MToP): A MATLAB Benchmarking Platform for Evolutionary Multitasking

Source code for "Understanding Deep Image Representations by Inverting Them", CVPR 2015

Full version (training+testing) of implementation of Shizhan Zhu et al.'s CVPR-15 work Face Alignment by Coarse-to-Fine Shape Searching

code for IJCAI2015 paper "Network Representation Learning with Rich Text Information"

A solver for large-scale sparse least squares

Implementation of Semantic Hashing. Modified from Ruslan Salakhutdinov and Geoff Hinton's code of training Deep AutoEncoder

Randomized embeddings for extreme learning

Accepted at KDD2019, Oral presentation

[Interspeech 2022] Tutorial - Learning from Weak Labels

SALSA: Additive approximations in high dimensional nonparametric regression.

An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization