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 Question Reasoning on General Dependency Tree
Visual reasoning modular memory network
Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "
An un-official implementation of Relational Network [A. Santoro et al., 2017] (PyTorch)
Multimodal Learning and Reasoning for Visual Question Answering
Implementation of the VQA model from my MSc project
Reproducibility Challenge - The Neuro-Symbolic Concept Learner
Deep Modular Co-Attention Networks for Visual Question Answering
Source code for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing
LaTeX files for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"
ACRE: Abstract Causal REasoning Beyond Covariation
FiLM: Visual Reasoning with a General Conditioning Layer
Learning Perceptual Inference by Contrasting
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Convert RGB images of Visual-Genome dataset to Depth Maps.
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