Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)

Official repo for the TMLR paper "Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners"

Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"

A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)

Source code for "Amodal Instance Segmentation and Multi-Object Tracking with Deep Pixel Embedding"

Max-Margin DeepWalk for representation learning, code for MMDW IJCAI 16

Simple LM-based Tokenizer

XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"

This repository contains code implementations for the Discriminative Kalman Filter.

These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).

Multi-metric-learning-discriminative-for-face-verification-SPDML-with-Labled-FACE-In Wild-(LFW ) dataset-YFT

STAC XLAB 400 Project

This repo implements core ML algorithms: Decision Trees, Discriminative Linear Models (DLMs), Generalized Linear Models (GLMs), SVMs, Neural Networks (MLP), plus Unsupervised Learning (clustering, anomaly detection, recommendation systems) and Reinforcement Learning.

Aprendizaje de Funciones Discriminantes por Regiones Biclase