mgwillia's repositories
848-hw
Homework Repository for grad level QA Seminar course (CMSC 848Q) at University of Maryland.
CMSC472_2024_HW3
CMSC472 Assignment 3
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
ginr-ipc
GINR fork
HNeRV
A hybrid neural representation for videos
Implicit-Internal-Video-Inpainting
[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation
lf2gym
An OpenAI-gym-like environment for Little Fighter 2
mgwillia.github.io
Visualizer for image clustering.
nlp-hw
Homework for NLP course at University of Maryland
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
sockeye-recipes
Training scripts and recipes for Sockeye Neural Machine Translation toolkit
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
VL-BERT
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".