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pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-video-feature-extractor

A repository for extract CNN features from videos using pytorch

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST

pytorch_notebooks

Pytorch1.2入门教程

record

relationnetworks-clevr

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

revisit-mmt

rstnet

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR2021)

scene-graph-benchmark.pytorch

A new codebase of Scene Graph Generation based on maskrcnn-benchmark. A Pytorch implementation of the CVPR 2020 Oral paper "Unbiased Scene Graph Generation from Biased Training"

scene-graph-tf-release

"Scene Graph Generation by Iterative Message Passing" code repository

sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

sgn

Official pytorch implementation of the AAAI 2021 paper "Semantic Grouping Network for Video Captioning"

show-edit-tell

Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

slowfast_feature_extractor

Feature Extractor module for videos using the PySlowFast framework

sparser-cnn

End-to-End Object Detection with Learnable Proposal

srvp

Official implementation of the paper Stochastic Latent Residual Video Prediction

sub-gc

Code repository for our paper "Comprehensive Image Captioning via Scene Graph Decomposition" in ECCV 2020.

t-vae

Transformer Variational Autoencoder experiment

timesformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

timesformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

tmux-config

Tmux configuration, that supercharges your tmux to build cozy and cool terminal environment

tpm

Tmux Plugin Manager

transformer-explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

variational-transformer

Variational Transformers for Diverse Response Generation

vg_cleansing

dataset cleansing for Visual Genome

video-guided-machine-translation

Starter code for the VMT task and challenge

videoqadensecapframegate-acl2020

Code for ACL 2020 paper "Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA." Hyounghun Kim, Zineng Tang, Mohit Bansal.

vilbert-multi-task

Multi Task Vision and Language