Cover Image

Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Amoroso, Roberto, Morelli, Davide, Cornia, Marcella, Baraldi, Lorenzo, Del Bimbo, Alberto, Cucchiara, Rita
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training
by: Baraldi, Lorenzo, et al.
Published: (2023)

Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation
by: Sanguigni, Fulvio, et al.
Published: (2025)

Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis
by: Bucciarelli, Davide, et al.
Published: (2024)

Recurrence Meets Transformers for Universal Multimodal Retrieval
by: Caffagni, Davide, et al.
Published: (2025)

Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval
by: Caffagni, Davide, et al.
Published: (2025)

What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models
by: Baraldi, Lorenzo, et al.
Published: (2025)

Tiny Inference-Time Scaling with Latent Verifiers
by: Bucciarelli, Davide, et al.
Published: (2026)

BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
by: Sarto, Sara, et al.
Published: (2024)

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization
by: Moratelli, Nicholas, et al.
Published: (2024)

Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization
by: Compagnoni, Alberto, et al.
Published: (2025)

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities
by: Baraldi, Lorenzo, et al.
Published: (2024)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
by: Cocchi, Federico, et al.
Published: (2024)

Towards Retrieval-Augmented Architectures for Image Captioning
by: Sarto, Sara, et al.
Published: (2024)

RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models
by: Mattioli, Gabriele, et al.
Published: (2026)

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
by: Caffagni, Davide, et al.
Published: (2024)

The Revolution of Multimodal Large Language Models: A Survey
by: Caffagni, Davide, et al.
Published: (2024)

Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training
by: Sarto, Sara, et al.
Published: (2024)

LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning
by: Cocchi, Federico, et al.
Published: (2025)

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models
by: Poppi, Samuele, et al.
Published: (2023)

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
by: Compagnoni, Alberto, et al.
Published: (2025)

Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models
by: Caffagni, Davide, et al.
Published: (2025)

Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers
by: Turri, Evelyn, et al.
Published: (2026)

Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
by: Barsellotti, Luca, et al.
Published: (2024)

Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing
by: Baldrati, Alberto, et al.
Published: (2024)

Fluent and Accurate Image Captioning with a Self-Trained Reward Model
by: Moratelli, Nicholas, et al.
Published: (2024)

DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection
by: Nie, Fan, et al.
Published: (2024)

FakeParts: a New Family of AI-Generated DeepFakes
by: Liu, Ziyi, et al.
Published: (2025)

CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models
by: Poppi, Tobia, et al.
Published: (2026)

Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
by: Barsellotti, Luca, et al.
Published: (2024)

Causal Graphical Models for Vision-Language Compositional Understanding
by: Parascandolo, Fiorenzo, et al.
Published: (2024)

Hyperbolic Safety-Aware Vision-Language Models
by: Poppi, Tobia, et al.
Published: (2025)

Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images
by: Cartella, Giuseppe, et al.
Published: (2024)

Multi-Class Unlearning for Image Classification via Weight Filtering
by: Poppi, Samuele, et al.
Published: (2023)

Embodied Agents for Efficient Exploration and Smart Scene Description
by: Bigazzi, Roberto, et al.
Published: (2023)

Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
by: Sarto, Sara, et al.
Published: (2025)

Alfie: Democratising RGBA Image Generation With No $$$
by: Quattrini, Fabio, et al.
Published: (2024)

FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models
by: Li, Yixuan, et al.
Published: (2024)

Spot the Difference: A Novel Task for Embodied Agents in Changing Environments
by: Landi, Federico, et al.
Published: (2022)

Embodied Navigation at the Art Gallery
by: Bigazzi, Roberto, et al.
Published: (2022)

Explore and Explain: Self-supervised Navigation and Recounting
by: Bigazzi, Roberto, et al.
Published: (2020)