mattolson93

CGDL-for-Open-Set-Recognition

Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition

counterfactual-state-explanations

Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning

mcts_a3c

running a3c on atari games with monte carlo experiments

cross_gan_auditing

AAE_pytorch

atari-spectral-gan

Spectral Normalization GAN for the OpenAI Atari environment

baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

beta_loss

SOTA results for Openset detection, ICLR 2022 submission

CDAC-plus

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)

Contrastive-Explanation-Method

Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”

dataset-shifts

growing_atari

story_video_generator

Create stories using a bunch of pretrained models!

mattolson93.github.io

pytorch-spectral-normalization-gan

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

secrets-of-the-arxiv

This SOTA repository houses the methods by which one can learn the inner details of scientific progress: parsing the comments of arxiv submissions.

SN-GAN

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

wikipedia2vec

A tool for learning vector representations of words and entities from Wikipedia