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graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

hcrn-videoqa

Implementation for the paper "Hierarchical Conditional Relation Networks for Video Question Answering" (Le et al., CVPR 2020, Oral)

iperceive

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021

kern

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

kinetics_i3d_pytorch

Inflated i3d network with inception backbone, weights transfered from tensorflow

local-to-global-interaction-networks-sgg

[TNNLS 2022] Official pytorch implementation of "Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions"

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

meshrcnn

code for Mesh R-CNN, ICCV 2019

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

msdn

This is our PyTorch implementation of Multi-level Scene Description Network (MSDN) proposed in our ICCV 2017 paper.

multimae

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

munit

Multimodal Unsupervised Image-to-Image Translation

mvgrl

neural-motifs

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

nl-augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

p-gnn

Position-aware Graph Neural Networks

plotneuralnet

Latex code for making neural networks diagrams

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

pygcn

Graph Convolutional Networks in PyTorch

recyclenet

Attentional Learning of Trash Classification

sangminwoo.github.io

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"

sgae

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

slowfast

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

structure-from-motion

Structure from Motion(SfM) with slight different view of images

sttran

Spatial-Temporal Transformer for Dynamic Scene Graph Generation, ICCV2021

svol

[WACV 2024] SVOL: Sketch-based Video Object Localization

tcnn_stcnn

temporal-span-proposal-network-vidvrd

What and When to look?: Temporal Span Proposal Network for Video Relation Detection