Cover Image

Rate-Distortion Limits for Multimodal Retrieval: Theory, Optimal Codes, and Finite-Sample Guarantees

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Chen, Thomas Y.
Format:	Preprint
Published:	2025
Subjects:	Information Theory Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive Rate Control for Deep Video Compression with Rate-Distortion Prediction
by: Gu, Bowen, et al.
Published: (2024)

Joint Source-Channel-Generation Coding: From Distortion-oriented Reconstruction to Semantic-consistent Generation
by: Wu, Tong, et al.
Published: (2026)

A Rate-Distortion-Classification Approach for Lossy Image Compression
by: Zhang, Yuefeng
Published: (2024)

Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
by: Liang, Paul Pu, et al.
Published: (2023)

Alternating Minimization Schemes for Computing Rate-Distortion-Perception Functions with $f$-Divergence Perception Constraints
by: Serra, Giuseppe, et al.
Published: (2024)

Rate-Distortion Signatures of Generalization and Information Trade-offs
by: Caglar, Leyla Roksan, et al.
Published: (2026)

Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision
by: Caglar, Leyla Roksan, et al.
Published: (2026)

The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs
by: Fang, Junli, et al.
Published: (2023)

Re-ranking the Context for Multimodal Retrieval Augmented Generation
by: Mortaheb, Matin, et al.
Published: (2025)

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance
by: Mortaheb, Matin, et al.
Published: (2025)

Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
by: Zhao, Mengyu, et al.
Published: (2024)

Wasserstein Distortion: Unifying Fidelity and Realism
by: Qiu, Yang, et al.
Published: (2023)

Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation
by: Shastri, Saurav K., et al.
Published: (2024)

Task-aware Distributed Source Coding under Dynamic Bandwidth
by: Li, Po-han, et al.
Published: (2023)

Challenges and Solutions in Selecting Optimal Lossless Data Compression Algorithms
by: Rahman, Md. Atiqur, et al.
Published: (2025)

Compression Beyond Pixels: Semantic Compression with Multimodal Foundation Models
by: Shen, Ruiqi, et al.
Published: (2025)

Theoretical Guarantees of Data Augmented Last Layer Retraining Methods
by: Welfert, Monica, et al.
Published: (2024)

Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms
by: Shen, Gefei, et al.
Published: (2025)

TokenCom: Vision-Language Model for Multimodal and Multitask Token Communications
by: Jiang, Feibo, et al.
Published: (2026)

3D-LMVIC: Learning-based Multi-View Image Coding with 3D Gaussian Geometric Priors
by: Huang, Yujun, et al.
Published: (2024)

AdaToken-3D: Dynamic Spatial Gating for Efficient 3D Large Multimodal-Models Reasoning
by: Zhang, Kai, et al.
Published: (2025)

Multimodal Variational Autoencoder: a Barycentric View
by: Qiu, Peijie, et al.
Published: (2024)

Stable Phase Retrieval with Mirror Descent
by: Godeme, Jean-Jacques, et al.
Published: (2024)

Low Complexity Regularized Phase Retrieval
by: Godeme, Jean-Jacques, et al.
Published: (2024)

Provable Phase Retrieval with Mirror Descent
by: Godeme, Jean-Jacques, et al.
Published: (2022)

A Novel and Optimal Spectral Method for Permutation Synchronization
by: Nguyen, Duc, et al.
Published: (2023)

Evolving Token Communication with Parametric Memory Network
by: Chen, Weixuan, et al.
Published: (2026)

Generalizations of the Normalized Radon Cumulative Distribution Transform for Limited Data Recognition
by: Beckmann, Matthias, et al.
Published: (2025)

Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild
by: Wei, Tianqi, et al.
Published: (2024)

U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
by: Li, Xiaojie, et al.
Published: (2025)

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment
by: Wang, Hongyi, et al.
Published: (2025)

SAFT: Sensitivity-Aware Filtering and Transmission for Adaptive 3D Point Cloud Communication over Wireless Channels
by: Mekki, Huda Adam Sirag, et al.
Published: (2026)

Generative Semantic Communication via Alternating Dual-Domain Posterior Sampling
by: Tang, Shunpu, et al.
Published: (2026)

Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems
by: Meng, Xiangming, et al.
Published: (2022)

Information Entropy-Based Framework for Quantifying Tortuosity in Meibomian Gland Uneven Atrophy
by: Wang, Kesheng, et al.
Published: (2025)

Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control
by: Nguyen, Thong, et al.
Published: (2024)

MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
by: Zhou, Junjie, et al.
Published: (2025)

Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information
by: Yilmaz, Selim F., et al.
Published: (2023)

Improved Sample Complexity Bounds for Diffusion Model Training
by: Gupta, Shivam, et al.
Published: (2023)

Normalized Radon Cumulative Distribution Transforms for Invariance and Robustness in Optimal Transport Based Image Classification
by: Beckmann, Matthias, et al.
Published: (2025)