:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Sampaio, Phillipe R., Maxcici, Helene
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2506.12116
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation
by: Maye-Lasserre, Tom, et al.
Published: (2026)

SciMDR: Advancing Scientific Multimodal Document Reasoning
by: Chen, Ziyu, et al.
Published: (2026)

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
by: Jiang, Ziyan, et al.
Published: (2024)

Toward Robust Multimodal Learning using Multimodal Foundational Models
by: Zhao, Xianbing, et al.
Published: (2024)

MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
by: Chen, Haonan, et al.
Published: (2025)

mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
by: Chen, Haonan, et al.
Published: (2025)

MMEmb-R1: Reasoning-Enhanced Multimodal Embedding with Pair-Aware Selection and Adaptive Control
by: Wang, Yuchi, et al.
Published: (2026)

Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space
by: Wang, Zihang, et al.
Published: (2026)

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline
by: Han, Donghoon, et al.
Published: (2024)

PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks
by: Ni, Feng, et al.
Published: (2025)

PP-DocBee2: Improved Baselines with Efficient Data for Multimodal Document Understanding
by: Huang, Kui, et al.
Published: (2025)

Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
by: Liang, Yupu, et al.
Published: (2025)

Ovis: Structural Embedding Alignment for Multimodal Large Language Model
by: Lu, Shiyin, et al.
Published: (2024)

Multimodal Detection of Fake Reviews using BERT and ResNet-50
by: Veluru, Suhasnadh Reddy, et al.
Published: (2025)

Jailbreaking Multimodal Large Language Models using Multi-Clip Video
by: Kang, Choongwon, et al.
Published: (2026)

Unsupervised Memorability Modeling from Tip-of-the-Tongue Retrieval Queries
by: Bhattacharyya, Sree, et al.
Published: (2025)

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

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
by: Wang, Junjie, et al.
Published: (2024)

Interfacing Foundation Models' Embeddings
by: Zou, Xueyan, et al.
Published: (2023)

LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts
by: Cao, Anh-Quan, et al.
Published: (2024)

MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs
by: Lin, Sheng-Chieh, et al.
Published: (2024)

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
by: Dong, Kuicai, et al.
Published: (2025)

Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark
by: Huybrechts, Goeric, et al.
Published: (2025)

Unsupervised Model Diagnosis
by: Wang, Yinong Oliver, et al.
Published: (2024)

MATE: Meet At The Embedding -- Connecting Images with Long Texts
by: Jang, Young Kyun, et al.
Published: (2024)

GRR-CoCa: Leveraging LLM Mechanisms in Multimodal Model Architectures
by: Patock, Jake R., et al.
Published: (2025)

SCOPE: Sign Language Contextual Processing with Embedding from LLMs
by: Liu, Yuqi, et al.
Published: (2024)

M3DR: Towards Universal Multilingual Multimodal Document Retrieval
by: Kolavi, Adithya S, et al.
Published: (2025)

Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification
by: Constantinou, Christos, et al.
Published: (2024)

Mixtures of Unsupervised Lexicon Classification
by: Wiriyathammabhum, Peratham
Published: (2024)

E$^2$AT: Multimodal Jailbreak Defense via Dynamic Joint Optimization for Multimodal Large Language Models
by: Lu, Liming, et al.
Published: (2025)

Multimodal Evaluation of Russian-language Architectures
by: Chervyakov, Artem, et al.
Published: (2025)

Graphic Design with Large Multimodal Model
by: Cheng, Yutao, et al.
Published: (2024)

A Multimodal Automated Interpretability Agent
by: Shaham, Tamar Rott, et al.
Published: (2024)

Large Multimodal Agents: A Survey
by: Xie, Junlin, et al.
Published: (2024)

UMBRAE: Unified Multimodal Brain Decoding
by: Xia, Weihao, et al.
Published: (2024)

e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings
by: Chen, Haonan, et al.
Published: (2026)

Scientific Reasoning: Assessment of Multimodal Generative LLMs
by: Dreyer, Florian, et al.
Published: (2025)

Semantic Matters: Multimodal Features for Affective Analysis
by: Hallmen, Tobias, et al.
Published: (2025)

Hierarchy-Aware Multimodal Unlearning for Medical AI
by: Wu, Fengli, et al.
Published: (2025)