Cover Image

Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Conwell, Colin, Tawiah-Quashie, Rupert, Ullman, Tomer
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Computation and Language Symbolic Computation
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A New Hybrid Intelligent Approach for Multimodal Detection of Suspected Disinformation on TikTok
by: Guerrero-Sosa, Jared D. T., et al.
Published: (2025)

NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
by: Kamali, Danial, et al.
Published: (2025)

Vector-Symbolic Architecture for Event-Based Optical Flow
by: You, Hongzhi, et al.
Published: (2024)

Algebraic Representations for Faster Predictions in Convolutional Neural Networks
by: Joyce, Johnny, et al.
Published: (2024)

The Illusion-Illusion: Vision Language Models See Illusions Where There are None
by: Ullman, Tomer
Published: (2024)

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
by: Qiao, Runqi, et al.
Published: (2024)

Hyperion -- A fast, versatile symbolic Gaussian Belief Propagation framework for Continuous-Time SLAM
by: Hug, David, et al.
Published: (2024)

A Neurosymbolic Approach to Adaptive Feature Extraction in SLAM
by: Chandio, Yasra, et al.
Published: (2024)

FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization
by: Zhou, Yifei, et al.
Published: (2025)

Large Language Models are Interpretable Learners
by: Wang, Ruochen, et al.
Published: (2024)

Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures
by: Yeung, Calvin, et al.
Published: (2024)

Reasoning over the Behaviour of Objects in Video-Clips for Adverb-Type Recognition
by: Seshadri, Amrit Diggavi, et al.
Published: (2023)

Dynamic Training-Free Fusion of Subject and Style LoRAs
by: Cao, Qinglong, et al.
Published: (2026)

Distilling Formal Logic into Neural Spaces: A Kernel Alignment Approach for Signal Temporal Logic
by: Candussio, Sara, et al.
Published: (2026)

Structural-Ambiguity-Aware Translation from Natural Language to Signal Temporal Logic
by: Fushimi, Kosei, et al.
Published: (2026)

Bio-inspired AI: Integrating Biological Complexity into Artificial Intelligence
by: Dehghani, Nima, et al.
Published: (2024)

Rule-Based Spatial Mixture-of-Experts U-Net for Explainable Edge Detection
by: Dogga, Bharadwaj, et al.
Published: (2026)

Amortized Equation Discovery in Hybrid Dynamical Systems
by: Liu, Yongtuo, et al.
Published: (2024)

Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment
by: Okamoto, Lauren, et al.
Published: (2024)

ParSEL: Parameterized Shape Editing with Language
by: Ganeshan, Aditya, et al.
Published: (2024)

Speaking in Words, Thinking in Logic: A Dual-Process Framework in QA Systems
by: Bui, Tuan, et al.
Published: (2025)

Numerically Computing Galois Groups of Minimal Problems
by: Duff, Timothy
Published: (2025)

Using Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetics
by: Conwell, Colin, et al.
Published: (2024)

LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
by: Ye, Maoyuan, et al.
Published: (2025)

Evaluating Task-Oriented Dialogue Consistency through Constraint Satisfaction
by: Labruna, Tiziano, et al.
Published: (2024)

A Neuro-Symbolic Approach to Monitoring Salt Content in Food
by: Tayal, Anuja, et al.
Published: (2024)

Verified Language Processing with Hybrid Explainability: A Technical Report
by: Fox, Oliver Robert, et al.
Published: (2025)

GOFAI meets Generative AI: Development of Expert Systems by means of Large Language Models
by: Garrido-Merchán, Eduardo C., et al.
Published: (2025)

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
by: Zhao, Xufeng, et al.
Published: (2023)

Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
by: Huang, Jia-Hong, et al.
Published: (2024)

DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter
by: Dong, Ziyi, et al.
Published: (2022)

A Comparative Study of Neurosymbolic AI Approaches to Interpretable Logical Reasoning
by: Chen, Michael K.
Published: (2025)

Visual Set Program Synthesizer
by: Cheng, Zehua, et al.
Published: (2026)

Large Language Models as Mirrors of Societal Moral Standards
by: Papadopoulou, Evi, et al.
Published: (2024)

Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
by: Zhao, Haozhe, et al.
Published: (2024)

Parameter-Efficient CT Reconstruction via Deep Graph Laplacian Regularization
by: Radhakrishnan, Veera Varuni, et al.
Published: (2026)

Quantum Knowledge Graph: Modeling Context-Dependent Triplet Validity
by: Wang, Yao, et al.
Published: (2026)

Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model
by: Cheng, Sheng, et al.
Published: (2024)

Chain of Time: In-Context Physical Simulation with Image Generation Models
by: Wang, YingQiao, et al.
Published: (2025)

Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making
by: Wu, Siyu, et al.
Published: (2024)