mmendiet Goto Github PK

atd-r_mwir

Automatic Target Detection and Recognition for MWIR Imagery

deeprl_pytorch

early-bird-tickets

[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

fedalign

Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]

gate-decorator-pruning

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

gfm

heterogeneous-computing

Work completed for Heterogeneous Computing course at UNC Charlotte

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

mmendiet.github.io

mutualnet

[ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution

next-prediction

Code and model for "Peeking into the Future: Predicting Future Person Activities and Locations in Videos", Liang et al, CVPR 2019

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

reinforcement-learning-basics

Implementation of Reinforcement learning (Dynamic Programming, Monte Carlo, TD, SARSA, etc).

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

trajectron

Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic and Marco Pavone.

vq-vae_rl

Employing VQ-VAE networks to quantify transfer learning for trajectory prediction across Atari games.