visual-reasoning

There are 4 repositories under visual-reasoning topic.

salesforce / BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
image-captioning image-text-retrieval vision-and-language-pre-training vision-language vision-language-transformer visual-question-answering visual-reasoning
Language:Jupyter Notebook 5568
MILVLG / mcan-vqa
Deep Modular Co-Attention Networks for Visual Question Answering
attention visual-question-answering visual-reasoning
Language:Python 455
ethanjperez / film
FiLM: Visual Reasoning with a General Conditioning Layer
deep-learning visual-reasoning computer-vision natural-language-processing pytorch
Language:Python 396
floodsung / Deep-Reasoning-Papers
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
neural-symbolic-reasoning logical-reasoning visual-reasoning planning physical-reasoning modularity
314
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.
cold-start-initialization data-efficiency efficient-length-reward mathematical-reasoning multimodal-large-language-model open-source-7b-model prioritized-advantage-distillation reinforcement-learning self-reflective-chain-of-thought visual-reasoning
Language:Python 189
LAMDASZ-ML / Awesome-LLM-Reasoning-with-NeSy
✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
artificial-intelligence large-language-models machine-learning neuro-symbolic awesome embodied-ai first-order-logic gpt-4o knowledge-graph llm-agent logic-programming neuro-network papers planning reasoning visual-reasoning reinforcement-learning deepseek-r1
189
WellyZhang / RAVEN
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing
abstract-reasoning cvpr2019 ravens-progressive-matrices visual-reasoning
Language:Python 180
thuml / MiniVeo3-Reasoner
Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give it a star 🌟 if you find it useful.
chain-of-frames maze veo3 video-diffusion-model video-reasoning visual-planning visual-reasoning wan world-model
Language:Python 174
eric-ai-lab / GRIT
Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
grounded-reasoning multimodal-reasoning reinforcement-learning thinking-with-image visual-grounding visual-reasoning
Language:Python 161
keshik6 / HourVideo
[NeurIPS 2024] Official code for HourVideo: 1-Hour Video Language Understanding
benchmark-dataset gemini-pro gpt-4 multimodal-large-language-models navigation neurips-2024 perception summarization video-language-understanding visual-reasoning 1-hour-video-language-understanding long-form-video-language-understanding reasoning egocentric-videos evals spatial-intelligence multiple-choice-questions long-context-understanding
Language:Jupyter Notebook 158
shijx12 / XNM-Net
Pytorch implementation of "Explainable and Explicit Visual Reasoning over Scene Graphs "
visual-reasoning clevr scene-graph neural-module-networks explainable-ai cvpr2019
Language:Python 93
NVlabs / Bongard-HOI
[CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning
cvpr2022 few-shot-learning pytorch visual-reasoning
Language:Python 72
MSR3D / MSR3D
[NeurIPS 2024] Official code repository for MSR3D paper
embodied-ai 3d-scene-reasoning mllm vqa vlm 3d-llms multimodal-large-language-models visual-reasoning
Language:Python 68
NVlabs / RelViT
[ICLR 2022] RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning
hico-det iclr2022 pytorch visual-reasoning vqa
Language:Python 63
image-captioning
cobanov / image-captioning
Image captioning using python and BLIP
blip image-captioning image-text-retrieval img2text vision-language visual-reasoning
Language:Python 49
TVR
hughplay / TVR
:boom: Transformation Driven Visual Reasoning - CVPR 2021
tvr visual-reasoning trance clevr blender cvpr2021
Language:Python 37
yangjie-cv / WeThink
WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning
mllm multimodal-reasoning reinforcement-learning visual-language-models visual-reasoning
Language:Python 35
csbobby / STAR_Benchmark
dataset neuro-symbolic-ai question-answering visual-reasoning
Language:Python 33
fscdc / RewardMap
[arxiv 2025] RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning
grpo reasoning reinforcement-learning visual-reasoning
Language:Python 33
bezorro / ACMN-Pytorch
Visual Question Reasoning on General Dependency Tree
deep-learning visual-reasoning computer-vision natural-language-processing pytorch
Language:Python 30
hughplay / Visual-Reasoning-Papers
📄 A curated list of visual reasoning papers.
neural-symbolic-reasoning paper-list physical-reasoning reasoning visual-reasoning awesome
Language:TeX 29
WellyZhang / CoPINet
Learning Perceptual Inference by Contrasting
ravens-progressive-matrices neurips-2019 visual-reasoning abstract-reasoning
Language:Python 27
catalina17 / VideoNavQA
An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)
embodied vqa multimodal navigation videonavqa benchmark video question-answering cross-modality conditioning deep-neural-networks machine-learning visual-reasoning
Language:Python 25
WellyZhang / PrAE
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
abstract-reasoning cvpr2021 ravens-progressive-matrices visual-reasoning
Language:Python 25
jaleedkhan / neusire
NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
commonsense-knowledge image-captioning image-generation image-representation knowledge-enrichment knowledge-graph scene-graph scene-graph-generation scene-graph-to-image visual-reasoning visual-understanding scene-graph-enrichment scene-graph-to-text ms-coco neuro-symbolic-ai visual-genome
Language:Jupyter Notebook 22
WellyZhang / ACRE
ACRE: Abstract Causal REasoning Beyond Covariation
abstract-reasoning causal-discovery cvpr2021 visual-reasoning
Language:Python 19
Liyan06 / ChartMuseum
[NeurIPS 2025] ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
chart-understanding multimodal visual-reasoning
Language:Python 15
WellyZhang / ALANS
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
abstract-reasoning eccv2022 neuro-symbolic ravens-progressive-matrices visual-reasoning
Language:Python 11
aelnouby / Relational-Networks
Pytorch implementation of " A simple neural network module for relational reasoning" paper aka Relational networks for visual reasoning.
pytorch relational-networks visual-reasoning clevr
Language:Python 9
andrewliao11 / LongPerceptualThoughts
[COLM'25] The official implementation of "LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception"
computer-vision large-language-models reasoning reasoning-language-models vision-language-model visual-reasoning
Language:Python 8
deeplearning-wisc / understanding_lp
Official implementation of the paper "Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding"
bias embedding vision-language-model visual-reasoning
Language:Python 8
marialymperaiou / knowledge-enhanced-multimodal-learning
A list of research papers on knowledge-enhanced multimodal learning
conditional-image-generation image-text-matching image-text-retrieval knowledge-graph multimodal-deep-learning multimodal-retrieval story-visualization vision-and-language vision-and-language-navigation vision-and-language-pre-training vision-language-transformer visual-commonsense-reasoning visual-dialog visual-grounding visual-question-answering visual-reasoning visual-storytelling multi-task-learning knowledge-enhanced-multimodal-learning knowledge-enhanced-vision-language
7
VisualGenome-to-Depth
Sina-Baharlou / VisualGenome-to-Depth
Convert RGB images of Visual-Genome dataset to Depth Maps.
depth-maps predicate-classification rgb-to-depth scene-graph scene-graph-classification scene-graph-generation tensorflow vg-depth visual-genome visual-reasoning visual-relationship-detection
Language:Python 6
wentaoheunnc / HCV-ARR
[AAAI 2023] Hierarchical ConViT with Attention-based Relational Reasoner for Visual Analogical Reasoning
aaai2023 visual-reasoning
Language:Python 5
raminguyen / LLMP2
Evaluating ‘Graphical Perception’ with Multimodal Large Language Models
computer-vision deep-learning graphical-perception multimodel-large-language-model visual-reasoning chart-intepretation
Language:Jupyter Notebook 3
alexmirrington / honours-thesis
LaTeX files for my honours thesis: "Graph Attention Networks for Compositional Visual Question Answering"
vqa scene-graph visual-reasoning visual-question-answering graph-attention-networks compositional-attention-networks gqa deep-learning pytorch
Language:TeX 2