Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.
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Updated
Apr 26, 2018 - Python
Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.
Visual reasoning modular memory network
Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "
VQA: Memory, Attention and Composition (MAC) Network for CLEVR implemented via KnetLayers
A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset
Visual Question Answering in Pytorch
Memory, Attention and Composition (MAC) Network for CLEVR implemented via KnetLayers
Knet implementation of "A simple neural network module for relational reasoning" (Relational Networks) https://arxiv.org/pdf/1706.01427.pdf
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
Character-Preserving Coherent Story Visualization, ECCV 2020
Reimplementation of Slot Attention (object discovery task) in PyTorch with converted checkpoint
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
[ICCV 2021] Official implementation of the paper "TRAR: Routing the Attention Spans in Transformers for Visual Question Answering"
Relational Content-Based Image Retrieval (R-CBIR) - Retrieving images with given relationships among objects
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)
VQA using the Differentiable Forth Interpreter
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