Reproducibility Challenge - The Neuro-Symbolic Concept Learner
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Updated
Oct 26, 2020 - Jupyter Notebook
Reproducibility Challenge - The Neuro-Symbolic Concept Learner
Source code for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"
Multimodal Learning and Reasoning for Visual Question Answering
Implementation of the VQA model from my MSc project
LaTeX files for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"
Visual reasoning modular memory network
An un-official implementation of Relational Network [A. Santoro et al., 2017] (PyTorch)
[AAAI 2023] Hierarchical ConViT with Attention-based Relational Reasoner for Visual Analogical Reasoning
Convert RGB images of Visual-Genome dataset to Depth Maps.
A list of research papers on knowledge-enhanced multimodal learning
Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.
NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
📄 A curated list of visual reasoning papers.
ACRE: Abstract Causal REasoning Beyond Covariation
[ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.
An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
Learning Perceptual Inference by Contrasting
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