Cover Image

Image Complexity-Aware Adaptive Retrieval for Efficient Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Williams-Lekuona, Mikel, Cosma, Georgina
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis
by: Williams-Lekuona, Mikel, et al.
Published: (2024)

PC$^2$: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval
by: Duan, Yue, et al.
Published: (2024)

GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
by: Wang, Yuting, et al.
Published: (2023)

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
by: Li, Yongqi, et al.
Published: (2024)

A Comprehensive Survey on Composed Image Retrieval
by: Song, Xuemeng, et al.
Published: (2025)

A Matter of Time: Revealing the Structure of Time in Vision-Language Models
by: Tekaya, Nidham, et al.
Published: (2025)

Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation
by: He, Xiao, et al.
Published: (2025)

PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval
by: Zou, Qiang, et al.
Published: (2025)

Infinite Video Understanding
by: Zhang, Dell, et al.
Published: (2025)

Counteracting temporal attacks in Video Copy Detection
by: Fojcik, Katarzyna, et al.
Published: (2025)

TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation
by: Ghosh, Rahul, et al.
Published: (2025)

Cross-Modal Retrieval with Cauchy-Schwarz Divergence
by: Zhang, Jiahao, et al.
Published: (2025)

A Survey of Multimodal Composite Editing and Retrieval
by: Li, Suyan, et al.
Published: (2024)

Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2022)

Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions
by: Gatti, Prajwal, et al.
Published: (2025)

PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval
by: Xu, Tianyi, et al.
Published: (2026)

An Empirical Study of Excitation and Aggregation Design Adaptions in CLIP4Clip for Video-Text Retrieval
by: Jing, Xiaolun, et al.
Published: (2024)

MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval
by: Ju, Yeong-Joon, et al.
Published: (2024)

Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval
by: Li, Jun, et al.
Published: (2026)

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
by: Zhang, Kai, et al.
Published: (2024)

Very Efficient Listwise Multimodal Reranking for Long Documents
by: Sun, Yiqun, et al.
Published: (2026)

Understanding the Performance Plateau in Text-to-Video Retrieval: A Comprehensive Empirical and Linguistic Analysis
by: Pegia, Maria-Eirini, et al.
Published: (2026)

CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance
by: Thwal, Chu Myaet, et al.
Published: (2024)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
by: Jiang, Haoyu, et al.
Published: (2024)

Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation
by: Yang, Jheng-Hong, et al.
Published: (2024)

Compact Hypercube Embeddings for Fast Text-based Wildlife Observation Retrieval
by: Moummad, Ilyass, et al.
Published: (2026)

DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph
by: Yang, Mengzheng, et al.
Published: (2025)

The CASTLE 2024 Dataset: Advancing the Art of Multimodal Understanding
by: Rossetto, Luca, et al.
Published: (2025)

Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation
by: Barrios, Wayner, et al.
Published: (2026)

VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
by: Rothermel, Mark, et al.
Published: (2026)

Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering
by: Deng, Jiaqi, et al.
Published: (2025)

Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline
by: Messina, Nicola, et al.
Published: (2024)

NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding
by: Pal, Aniket, et al.
Published: (2025)

GenState-AI: State-Aware Dataset for Text-to-Video Retrieval on AI-Generated Videos
by: Li, Minghan, et al.
Published: (2026)

Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval
by: Ning, Hailong, et al.
Published: (2025)

Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval
by: Wu, Yiming, et al.
Published: (2024)

Ambiguity-Aware and High-Order Relation Learning for Multi-Grained Image-Text Matching
by: Chen, Junyu, et al.
Published: (2025)

Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system
by: Benrazek, Ala-Eddine, et al.
Published: (2022)

LazyVLM: Neuro-Symbolic Approach to Video Analytics
by: Jian, Xiangru, et al.
Published: (2025)

Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines
by: Zhang, Zhixin, et al.
Published: (2024)