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ℹ️ Information Theory
Shannon Entropy, Coding Theory, Compression, Channel Capacity
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24011
posts in
21.5
ms
A
Rational
Account of
Categorization
Based on Information Theory
🧠
Machine Learning
arxiv.org
·
1d
·
…
Fujitsu
One Compression (LLM
Quantization
)
📊
Quantization
fujitsuresearch.github.io
·
21h
·
Hacker News
·
…
Musical
communication
🎵
Music Universality
languagelog.ldc.upenn.edu
·
6h
·
…
mmgehlot/bitpolar
:
BitPolar
: near-optimal vector quantization — 3-8 bit compression with zero training. 58 integrations across every major AI framework.
📊
Quantization
github.com
·
2d
·
Hacker News
·
…
Mechanistically
Interpreting
Compression in Vision-Language Models
🧠
Neural Compression
arxiv.org
·
6d
·
…
Gaussian
Shannon
: High-Precision Diffusion Model
Watermarking
Based on Communication
🕵️
Vector Smuggling
arxiv.org
·
3d
·
…
Extremum-Based
Joint Compression and Detection for Distributed
Sensing
📐
Compression Bounds
arxiv.org
·
2d
·
…
Joint Identification and Sensing with Noisy Feedback: A
Task-Oriented
Communication Framework for
6G
⧗
Information Bottleneck
arxiv.org
·
1d
·
…
Variance
Based
Transmitter
Localization in Vessel-Like Molecular Communication Channels
⚛️
Quantum Channels
arxiv.org
·
6d
·
…
On Optimal
Homogeneous-Metric
Codes
⚽
Sphere Packing
arxiv.org
·
2d
·
…
Reducing
Subpacketization
in Device-to-Device Coded Caching via Heterogeneous File
Splitting
💨
Cache Optimization
arxiv.org
·
1d
·
…
CSI-tuples-based
3D Channel Fingerprints Construction Assisted by MultiModal Learning
🎵
Spectral Hashing
arxiv.org
·
6d
·
…
Fast
Topology-Aware
Lossy
Data Compression with Full Preservation of Critical Points and Local Order
📐
Compression Mathematics
arxiv.org
·
2d
·
…
A
Compression
Perspective on
Simplicity
Bias
🧠
Neural Compression
arxiv.org
·
3d
·
…
SNEAK
: Evaluating Strategic Communication and Information
Leakage
in Large Language Models
🧠
Intelligence Compression
arxiv.org
·
1d
·
…
Age of
Incorrect
Information for Generic Discrete-Time
Markov
Sources
🧮
Kolmogorov Bounds
arxiv.org
·
2d
·
…
Efficient
Counting
and Simulation in
Content-Oblivious
Rings
🕸️
Network Topology
arxiv.org
·
2d
·
…
Iran's January 2026 Internet Shutdown: Public Data,
Censorship
Methods, and
Circumvention
Techniques
📊
PCAP Analysis
arxiv.org
·
2d
·
…
Decompose
, Mix, Adapt: A Unified Framework for Parameter-Efficient Neural Network
Recombination
and Compression
🧠
Neural Compression
arxiv.org
·
2d
·
…
An
Information-Theoretic
Method for Dynamic System Identification With Output-Only
Damping
Estimation
📈
Entropy Estimation
arxiv.org
·
1d
·
…
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