A WIP curated list of resources for Neuro-Symbolic Visual Reasoning
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CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning, CVPR 2017
CLOSURE: Assessing Systematic Generalization of CLEVR Models, ViGIL@NeurIPS 2019
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering, CVPR 2019
Inferring and Executing Programs for Visual Reasoning, ICCV 2017
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding, NeurIPS 2018
Visual Concept-Metaconcept Learning, NeurIPS 2019
Learning by Abstraction: The Neural State Machine, NeurIPS 2019
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning", ICML 2020
Neuro-Symbolic Visual Reasoning and Program Synthesis, CVPR 2020