Cover Image

Semantic Compression with Information Lattice Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Haizi, Varshney, Lav R.
Format:	Preprint
Published:	2024
Subjects:	Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Federated Learning via Lattice Joint Source-Channel Coding
by: Azimi-Abarghouyi, Seyed Mohammad, et al.
Published: (2024)

Compute-Update Federated Learning: A Lattice Coding Approach Over-the-Air
by: Azimi-Abarghouyi, Seyed Mohammad, et al.
Published: (2024)

An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models
by: Nayak, Anuj K., et al.
Published: (2024)

On Simultaneous Information and Energy Transmission through Quantum Channels
by: Das, Bishal Kumar, et al.
Published: (2023)

Optimal Guarantees for Auditing Rényi Differentially Private Machine Learning
by: Kim, Benjamin D., et al.
Published: (2026)

Reliable Quantum Memories with Unreliable Components
by: Nayak, Anuj K., et al.
Published: (2024)

Scalable Multiterminal Key Agreement via Error-Correcting Codes
by: Kim, Benjamin D., et al.
Published: (2025)

Formal Verification of Digital Twins with TLA and Information Leakage Control
by: Huang, Luwen, et al.
Published: (2024)

Learning from One and Only One Shot
by: Yu, Haizi, et al.
Published: (2022)

Energy-Aware Routing to Large Reasoning Models
by: Ellis-Mohr, Austin R., et al.
Published: (2025)

Skip-It? Theoretical Conditions for Layer Skipping in Vision-Language Models
by: Hartman, Max, et al.
Published: (2025)

Log-Likelihood Loss for Semantic Compression
by: Yadav, Anuj Kumar, et al.
Published: (2026)

Iterative Decoding of Stabilizer Codes under Radiation-Induced Correlated Noise
by: Nayak, Anuj K., et al.
Published: (2026)

Learning to Compress: Local Rank and Information Compression in Deep Neural Networks
by: Patel, Niket, et al.
Published: (2024)

Graph Compression with Side Information at the Decoder
by: Vippathalla, Praneeth Kumar, et al.
Published: (2023)

Structural Impossibility of Antichain-Lattice Partial Information Decomposition
by: Lyu, Aobo, et al.
Published: (2026)

Joint Data and Semantics Lossy Compression: Nonasymptotic Converse Bounds and Second-Order Asymptotics
by: Yang, Huiyuan, et al.
Published: (2024)

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

Extended Functional Representation Lemma: A Tool For Privacy, Semantic Representation, Caching, and Compression Design
by: Zamani, Amirreza, et al.
Published: (2024)

Importance Matching Lemma for Lossy Compression with Side Information
by: Phan, Buu, et al.
Published: (2024)

Revisit the AWGN-goodness of Polar-like Lattices
by: Liu, Ling, et al.
Published: (2025)

Semantic Rate-Distortion Theory: Deductive Compression and Closure Fidelity
by: Xu, Jianfeng
Published: (2026)

Alternate Learning and Compression Approaching R(D)
by: Zamir, Ram, et al.
Published: (2024)

Information Compression in the AI Era: Recent Advances and Future Challenges
by: Chen, Jun, et al.
Published: (2024)

A Lossless Compression Technique for the Downlink Control Information Message
by: Liu, Bryan, et al.
Published: (2024)

On Information Theoretic Fairness: Compressed Representations With Perfect Demographic Parity
by: Zamani, Amirreza, et al.
Published: (2024)

Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
by: Lei, Eric, et al.
Published: (2024)

On The Theory of Semantic Information and Communication for Logical Inference
by: Saz, Ahmet Faruk, et al.
Published: (2024)

Semantic Information in MC: Chemotaxis Beyond Shannon
by: Brand, Lukas, et al.
Published: (2024)

Distributed Multiple Testing with False Discovery Rate Control in the Presence of Byzantines
by: Zhang, Daofu, et al.
Published: (2025)

Learning-Based Compress-and-Forward Schemes for the Relay Channel
by: Ozyilkan, Ezgi, et al.
Published: (2024)

Information Properties of a Random Variable Decomposition through Lattices
by: Meneghetti, Fábio C. C., et al.
Published: (2022)

A Game-Theoretic Approach to a Task Delegation Problem
by: Dobakhshari, Donya G., et al.
Published: (2020)

Meta-Learning-Based Fronthaul Compression for Cloud Radio Access Networks
by: Qiao, Ruihua, et al.
Published: (2024)

Information-Theoretic Measures on Lattices for High-Order Interactions
by: Liu, Zhaolu, et al.
Published: (2024)

An Efficient Compression Method for Sign Information of DCT Coefficients via Sign Retrieval
by: Tsutake, Chihiro, et al.
Published: (2024)

On the Existence of Cyclic Lattice Codes
by: Luo, Chengpin, et al.
Published: (2024)

Lattice Codes for CRYSTALS-Kyber
by: Liu, Shuiyin, et al.
Published: (2023)

Multilevel Coset Codes on Lattices
by: Bertholet, Leopold, et al.
Published: (2026)

A Theoretical Framework for Rate-Distortion Limits in Learned Image Compression
by: Wang, Changshuo, et al.
Published: (2026)