Collection of in-progress libraries for entity neural networks.

Overview

ENN Incubator

Collection of in-progress libraries for entity neural networks: Neural Network Architectures for Structured State

  • Entity Gym: Abstraction over reinforcement learning environments that represent observations as lists of structured objects.
  • ENN-PPO: PPO training loop for entity-gym environments.
  • RogueNet: Ragged batch transformer implementation that accepts variable length lists of structured objects as inputs.
  • ENN-Zoo: Collection of entity gym bindings for different environments.
  • ENN-BC: Supervised training loop on behavioral cloning datasets collected from entity-gym policies.
Owner
Libraries for neural networks that can process variable length lists of structured entities.
Dimension Reduced Turbulent Flow Data From Deep Vector Quantizers

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Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

DNA This repository provides the code of our paper: Blockwisely Supervised Neural Architecture Search with Knowledge Distillation. Illustration of DNA

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Rendering color and depth images for ShapeNet models.

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Benchmarks for Object Detection in Aerial Images

Benchmarks for Object Detection in Aerial Images

Jian Ding 691 Dec 30, 2022
[SDM 2022] Towards Similarity-Aware Time-Series Classification

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Daochen Zha 49 Dec 27, 2022
An implementation of IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification

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12 Dec 26, 2022
Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)

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Yu Wang 34 Dec 24, 2022
Pytorch implementation of Decoupled Spatial-Temporal Transformer for Video Inpainting

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51 Dec 13, 2022
Code for KHGT model, AAAI2021

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32 Nov 29, 2022
Implementation of the Remixer Block from the Remixer paper, in Pytorch

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Distributed Arcface Training in Pytorch

Distributed Arcface Training in Pytorch

3 Nov 23, 2021
LaBERT - A length-controllable and non-autoregressive image captioning model.

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Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

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Pyramid Scene Parsing Network, CVPR2017.

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The aim of the game, as in the original one, is to find a specific image from a group of different images of a person's face

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Arnau - DIMAI 3 Jan 04, 2022
Implementation of SwinTransformerV2 in TensorFlow.

SwinTransformerV2-TensorFlow A TensorFlow implementation of SwinTransformerV2 by Microsoft Research Asia, based on their official implementation of Sw

Phan Nguyen 2 May 30, 2022
pytorch implementation of Attention is all you need

A Pytorch Implementation of the Transformer: Attention Is All You Need Our implementation is largely based on Tensorflow implementation Requirements N

230 Dec 07, 2022
Official code of ICCV2021 paper "Residual Attention: A Simple but Effective Method for Multi-Label Recognition"

CSRA This is the official code of ICCV 2021 paper: Residual Attention: A Simple But Effective Method for Multi-Label Recoginition Demo, Train and Vali

163 Dec 22, 2022
Few-Shot Object Detection via Association and DIscrimination

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Cao Yuhang 49 Dec 18, 2022
Awesome-google-colab - Google Colaboratory Notebooks and Repositories

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