Multi-task Cross-modal Learning for Chest X-ray Image Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Zhaohui, Rajaraman, Sivaramakrishnan, Marini, Niccolo, Xue, Zhiyun, Antani, Sameer |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluating Strategies for Synthesizing Clinical Notes for Medical Multimodal AI
by: Marini, Niccolo, et al.
Published: (2025)
by: Marini, Niccolo, et al.
Published: (2025)
Composed Multi-modal Retrieval: A Survey of Approaches and Applications
by: Zhang, Kun, et al.
Published: (2025)
by: Zhang, Kun, et al.
Published: (2025)
Identity-Decoupled Anonymization for Visual Evidence in Multi-modal Retrieval-Augmented Generation
by: Cheng, Zehua, et al.
Published: (2026)
by: Cheng, Zehua, et al.
Published: (2026)
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder
by: Liu, Zheyuan, et al.
Published: (2023)
by: Liu, Zheyuan, et al.
Published: (2023)
$M^3EL$: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
by: Wang, Fang, et al.
Published: (2024)
by: Wang, Fang, et al.
Published: (2024)
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
by: Wu, Siwei, et al.
Published: (2024)
by: Wu, Siwei, et al.
Published: (2024)
MSAM: Multi-Semantic Adaptive Mining for Cross-Modal Drone Video-Text Retrieval
by: Huang, Jinghao, et al.
Published: (2025)
by: Huang, Jinghao, et al.
Published: (2025)
Optimizing Multi-Modal Models for Image-Based Shape Retrieval: The Role of Pre-Alignment and Hard Contrastive Learning
by: Kühn, Paul Julius, et al.
Published: (2026)
by: Kühn, Paul Julius, et al.
Published: (2026)
Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval
by: Sun, Zengbao, et al.
Published: (2024)
by: Sun, Zengbao, et al.
Published: (2024)
ADaFuSE: Adaptive Diffusion-generated Image and Text Fusion for Interactive Text-to-Image Retrieval
by: Zhang, Zhuocheng, et al.
Published: (2026)
by: Zhang, Zhuocheng, et al.
Published: (2026)
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
by: Bar, Leah, et al.
Published: (2024)
by: Bar, Leah, et al.
Published: (2024)
Entity Image and Mixed-Modal Image Retrieval Datasets
by: Blaga, Cristian-Ioan, et al.
Published: (2025)
by: Blaga, Cristian-Ioan, et al.
Published: (2025)
Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework
by: Ortego, Diego, et al.
Published: (2025)
by: Ortego, Diego, et al.
Published: (2025)
Human-Oriented Image Retrieval System (HORSE): A Neuro-Symbolic Approach to Optimizing Retrieval of Previewed Images
by: Weinberg, Abraham Itzhak
Published: (2025)
by: Weinberg, Abraham Itzhak
Published: (2025)
Dual Prompt Learning for Adapting Vision-Language Models to Downstream Image-Text Retrieval
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching
by: Ge, Xuri, et al.
Published: (2024)
by: Ge, Xuri, et al.
Published: (2024)
Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models
by: Nakata, Kengo, et al.
Published: (2024)
by: Nakata, Kengo, et al.
Published: (2024)
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval
by: Messina, Nicola, et al.
Published: (2024)
by: Messina, Nicola, et al.
Published: (2024)
CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval
by: Sun, Zelong, et al.
Published: (2025)
by: Sun, Zelong, et al.
Published: (2025)
Chain-of-Thought Re-ranking for Image Retrieval Tasks
by: Wu, Shangrong, et al.
Published: (2025)
by: Wu, Shangrong, et al.
Published: (2025)
Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning
by: Lu, Yingling, et al.
Published: (2024)
by: Lu, Yingling, et al.
Published: (2024)
Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval
by: Sogi, Naoya, et al.
Published: (2024)
by: Sogi, Naoya, et al.
Published: (2024)
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression
by: Luo, Jixiang
Published: (2024)
by: Luo, Jixiang
Published: (2024)
Event-aware Video Corpus Moment Retrieval
by: Hou, Danyang, et al.
Published: (2024)
by: Hou, Danyang, et al.
Published: (2024)
Leveraging Foundation Models for Content-Based Image Retrieval in Radiology
by: Denner, Stefan, et al.
Published: (2024)
by: Denner, Stefan, et al.
Published: (2024)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
by: Tu, Rong-Cheng, et al.
Published: (2025)
by: Tu, Rong-Cheng, et al.
Published: (2025)
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion
by: Gu, Geonmo, et al.
Published: (2023)
by: Gu, Geonmo, et al.
Published: (2023)
RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
by: Ling, Run, et al.
Published: (2025)
by: Ling, Run, et al.
Published: (2025)
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
by: Deng, Chenlong, et al.
Published: (2026)
by: Deng, Chenlong, et al.
Published: (2026)
Heterogeneous Graph-based Framework with Disentangled Representations Learning for Multi-target Cross Domain Recommendation
by: Liu, Xiaopeng, et al.
Published: (2024)
by: Liu, Xiaopeng, et al.
Published: (2024)
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning
by: Yang, Enneng, et al.
Published: (2022)
by: Yang, Enneng, et al.
Published: (2022)
A Multi-Granularity Retrieval Framework for Visually-Rich Documents
by: Xu, Mingjun, et al.
Published: (2025)
by: Xu, Mingjun, et al.
Published: (2025)
Geometric Analysis of Self-Supervised Vision Representations for Semantic Image Retrieval
by: Rodríguez-Betancourt, Esteban, et al.
Published: (2026)
by: Rodríguez-Betancourt, Esteban, et al.
Published: (2026)
Language-only Efficient Training of Zero-shot Composed Image Retrieval
by: Gu, Geonmo, et al.
Published: (2023)
by: Gu, Geonmo, et al.
Published: (2023)
Validation of Whole-Slide Foundation Models for Image Retrieval in TCGA Data
by: Lei, Tianhao, et al.
Published: (2026)
by: Lei, Tianhao, et al.
Published: (2026)
AlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion
by: Tsai, Yu-Ju, et al.
Published: (2026)
by: Tsai, Yu-Ju, et al.
Published: (2026)
Prompt-Guided Attention Head Selection for Focus-Oriented Image Retrieval
by: Nozawa, Yuji, et al.
Published: (2025)
by: Nozawa, Yuji, et al.
Published: (2025)
CoLLM: A Large Language Model for Composed Image Retrieval
by: Huynh, Chuong, et al.
Published: (2025)
by: Huynh, Chuong, et al.
Published: (2025)
Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval
by: Li, Haiwen, et al.
Published: (2024)
by: Li, Haiwen, et al.
Published: (2024)
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis
by: Yang, Ruijie, et al.
Published: (2024)
by: Yang, Ruijie, et al.
Published: (2024)
Similar Items
-
Evaluating Strategies for Synthesizing Clinical Notes for Medical Multimodal AI
by: Marini, Niccolo, et al.
Published: (2025) -
Composed Multi-modal Retrieval: A Survey of Approaches and Applications
by: Zhang, Kun, et al.
Published: (2025) -
Identity-Decoupled Anonymization for Visual Evidence in Multi-modal Retrieval-Augmented Generation
by: Cheng, Zehua, et al.
Published: (2026) -
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder
by: Liu, Zheyuan, et al.
Published: (2023) -
$M^3EL$: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
by: Wang, Fang, et al.
Published: (2024)