visual-reasoning

MILVLG/mcan-vqa

Deep Modular Co-Attention Networks for Visual Question Answering

ethanjperez/film

FiLM: Visual Reasoning with a General Conditioning Layer

floodsung/Deep-Reasoning-Papers

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

CSfufu/Revisual-R1

🚀ReVisual-R1 is a 7B open-source multimodal language model that follows a three-stage curriculum—cold-start pre-training, multimodal reinforcement learning, and text-only reinforcement learning—to achieve faithful, concise, and self-reflective state-of-the-art performance in visual and textual reasoning.

LAMDASZ-ML/Awesome-LLM-Reasoning-with-NeSy

✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models

WellyZhang/RAVEN

RAVEN: A Dataset for Relational and Analogical Visual rEasoNing

eric-ai-lab/GRIT

Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"

keshik6/HourVideo

[NeurIPS 2024] Official code for HourVideo: 1-Hour Video Language Understanding

shijx12/XNM-Net

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

NVlabs/Bongard-HOI

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

MSR3D/MSR3D

[NeurIPS 2024] Official code repository for MSR3D paper

NVlabs/RelViT

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

cobanov/image-captioning

Image captioning using python and BLIP

hughplay/TVR

:boom: Transformation Driven Visual Reasoning - CVPR 2021

yangjie-cv/WeThink

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning

csbobby/STAR_Benchmark

bezorro/ACMN-Pytorch

Visual Question Reasoning on General Dependency Tree

hughplay/Visual-Reasoning-Papers

📄 A curated list of visual reasoning papers.

WellyZhang/CoPINet

Learning Perceptual Inference by Contrasting

WellyZhang/PrAE

Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution

catalina17/VideoNavQA

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

jaleedkhan/neusire

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

WellyZhang/ACRE

ACRE: Abstract Causal REasoning Beyond Covariation

Liyan06/ChartMuseum

[NeurIPS 2025] ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models

WellyZhang/ALANS

Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning

aelnouby/Relational-Networks

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

andrewliao11/LongPerceptualThoughts

[COLM'25] The official implementation of "LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception"

marialymperaiou/knowledge-enhanced-multimodal-learning

A list of research papers on knowledge-enhanced multimodal learning

Sina-Baharlou/VisualGenome-to-Depth

Convert RGB images of Visual-Genome dataset to Depth Maps.

wentaoheunnc/HCV-ARR

[AAAI 2023] Hierarchical ConViT with Attention-based Relational Reasoner for Visual Analogical Reasoning

raminguyen/LLMP2

Evaluating ‘Graphical Perception’ with Multimodal Large Language Models

alexmirrington/honours-thesis

LaTeX files for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"

jaehyunnn/RelationalNetwork_pytorch

An un-official implementation of Relational Network [A. Santoro et al., 2017] (PyTorch)

rs9000/VisualReasoning_MMnet

Visual reasoning modular memory network

markvasin/openvqa

Implementation of the VQA model from my MSc project