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

FiLM: Visual Reasoning with a General Conditioning Layer

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

RAVEN: A Dataset for Relational and Analogical Visual rEasoNing

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

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

Image captioning using python and BLIP

💥 Transformation Driven Visual Reasoning - CVPR 2021

Visual Question Reasoning on General Dependency Tree

Learning Perceptual Inference by Contrasting

[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

📄 A curated list of visual reasoning papers.

ACRE: Abstract Causal REasoning Beyond Covariation

NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment