visual-reasoning

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Deep Modular Co-Attention Networks for Visual Question Answering

Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning

FiLM: Visual Reasoning with a General Conditioning Layer

RAVEN: A Dataset for Relational and Analogical Visual rEasoNing

Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "

[ICLR 2022] RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning

[CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning

Visual Question Reasoning on General Dependency Tree

💥 Transformation Driven Visual Reasoning - CVPR 2021

Learning Perceptual Inference by Contrasting

Mid-level PyTorch Based Framework for Visual Question Answering.

An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)

ACRE: Abstract Causal REasoning Beyond Covariation

Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution

Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning

Image captioning using python and BLIP

Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.

A list of research papers on knowledge-enhanced multimodal learning