Visual Question Answering in Pytorch
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Dec 11, 2019 - Python
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clevr
Here are 21 public repositories matching this topic...
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
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Jul 10, 2021 - Python
Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)
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Jan 13, 2022 - Python
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
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Dec 18, 2020 - Python
Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "
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Mar 17, 2019 - Python
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
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Nov 19, 2019 - Python
[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
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Oct 11, 2021 - Python
Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]
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Aug 3, 2023 - Python
Character-Preserving Coherent Story Visualization, ECCV 2020
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Mar 12, 2021 - Python
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
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Nov 22, 2022 - Python
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations
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Oct 27, 2023 - Python
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
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Oct 12, 2021 - Python
Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.
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Apr 26, 2018 - Python
Reimplementation of Slot Attention (object discovery task) in PyTorch with converted checkpoint
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May 2, 2021 - Python
python deep-neural-networks blender numpy machine-learning-algorithms pytorch dataset bilateral-filter resnet-50 connected-components spatial-reasoning mask-rcnn clevr intersection-over-union binary-crossentropy region-proposal-network negative-log-likelihood smooth-l1-loss preprocessing-data hsv-color
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Sep 29, 2023 - Python
Visual reasoning modular memory network
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Jan 9, 2019 - Python
A comprehensive implementation of a Neurosymbolic framework for Visual Question Answering (VQA) on the CLEVR dataset. This project translates natural language questions into symbolic programs using three different learning strategies: Supervised (LSTM & Transformer), Reinforcement Learning (REINFORCE), and In-Context Learning (LLM).
reinforcement-learning university-project pytorch transformer lstm supervised-learning vqa course-project policy-gradient seq2seq reinforce program-generator clevr visual-reasoning visual-question-answering neurosymbolic system-2 in-context-learning large-language-models neurosymbolic-ai
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Nov 3, 2025 - Python
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Sep 18, 2021 - Python
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