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Cadene /vqa.pytorch

Star725

Visual Question Answering in Pytorch

deep-learning torch pytorch vqa coco resnet skipthoughts clevr vgenome

UpdatedDec 11, 2019
Python

stanfordnlp /mac-network

Star501

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

tensorflow vqa question-answering attention clevr machine-reasoning compositional-attention-networks

UpdatedJul 10, 2021
Python

tohinz /multiple-objects-gan

Star113

Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)

gan image-generation stackgan clevr ms-coco multi-mnist attngan

UpdatedJan 13, 2022
Python

rohitgirdhar /CATER

Star104

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

deep-learning action-recognition video-understanding video-recognition clevr

UpdatedDec 18, 2020
Python

shijx12 /XNM-Net

Star94

Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "

scene-graph clevr visual-reasoning explainable-ai neural-module-networks cvpr2019

UpdatedMar 17, 2019
Python

mesnico /RelationNetworks-CLEVR

Star88

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

machine-learning deep-learning pytorch relationships clevr relation-network visual-question-answering

UpdatedNov 19, 2019
Python

kdexd /probnmn-clevr

Star66

Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]

vqa probabilistic-models icml clevr neural-module-networks icml-2019

UpdatedAug 3, 2023
Python

rentainhe /TRAR-VQA

Star66

[ICCV 2021] Official implementation of the paper "TRAR: Routing the Attention Spans in Transformers for Visual Question Answering"

visualization pytorch transformer attention official multi-modal clevr visual-question-answering vision-and-language dynamic-network multi-modality multi-modal-learning multi-scale-features vqav2 iccv2021 local-and-global

UpdatedOct 11, 2021
Python

nerdimite /neuro-symbolic-ai-soc

Star54

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

program-synthesis pytorch artificial-intelligence vqa reasoning clevr neuro-symbolic-learning pytorch-implementation neuro-symbolic

UpdatedOct 28, 2021
Jupyter Notebook

basiclab /CPCStoryVisualization-Pytorch

Star42

Character-Preserving Coherent Story Visualization, ECCV 2020

computer-vision gan generation clevr fsd story-visualization cp-csv

UpdatedMar 12, 2021
Python

hughplay /TVR

Star37

💥 Transformation Driven Visual Reasoning - CVPR 2021

blender trance clevr visual-reasoning tvr cvpr2021

UpdatedMay 27, 2023
Python

roeiherz /CanonicalSg2Im

Star30

Code for "Learning Canonical Representations for Scene Graph to Image Generation", Herzig & Bar et al., ECCV2020

pytorch coco image-generation scene-graph clevr visual-genome eccv2020 canonical-representations layout-to-image scene-graph-to-image

UpdatedNov 22, 2022
Python

ExplainableML /CLEVR-X

Star26

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations

clevr visual-question-answering explainability natural-language-explanations clevr-x nlg-metrics

UpdatedOct 27, 2023
Python

mesnico /learning-relationship-aware-visual-features

Star17

Relational Content-Based Image Retrieval (R-CBIR) - Retrieving images with given relationships among objects

computer-vision deep-learning image-processing pytorch relationships relationship-extraction deep-features clevr relational-reasoning deep-feature-extraction eccv-2018

UpdatedOct 12, 2021
Python

aelnouby /Relational-Networks

Star9

Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.

pytorch clevr visual-reasoning relational-networks

UpdatedApr 26, 2018
Python

vadimkantorov /yet_another_pytorch_slot_attention

Star8

Reimplementation of Slot Attention (object discovery task) in PyTorch with converted checkpoint

pytorch reimplementation clevr slot-attention

UpdatedMay 2, 2021
Python

KnetML /MAC-Network

Star6

Memory, Attention and Composition (MAC) Network for CLEVR implemented via KnetLayers

nlp machine-learning deep-learning julia vqa attention knet clevr machine-reasoning

UpdatedFeb 8, 2020
Julia

KnetML /Relational-Network

Star5

Knet implementation of "A simple neural network module for relational reasoning" (Relational Networks)https://arxiv.org/pdf/1706.01427.pdf

nlp machine-learning deep-learning julia vqa knet clevr machine-reasoning

UpdatedFeb 8, 2020
Julia

davidsketchdeck /clevr-graph

Star2

CLEVR graph: A dataset for graph based reasoning

ai neo4j ml cypher clevr clevr-graph graph-ml

UpdatedJun 22, 2018
Python

ekinakyurek /Mac-Network

Star2

VQA: Memory, Attention and Composition (MAC) Network for CLEVR implemented via KnetLayers

machine-learning deep-learning vqa attention knet clevr

UpdatedMay 8, 2019
Jupyter Notebook

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