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Oxford Information Theory Lecture 1: Defining Entropy and Information  📈Entropy Estimation
ickma2311.github.io·5d
Cross-Entropy Is Load-Bearing: A Pre-Registered Scope Test of the K-Way Energy Probe on Bidirectional Predictive Coding  🧠Intelligence Compression
arxiv.org·1d
Also-rANS: Asymmetric Numeral Systems for entropy coding  🎯Arithmetic Coding Theory
fergusfinn.com·4d
Algebraic Diversity: Principles of a Group-Theoretic Approach to Signal Processing  🌈Spectral Methods
arxiv.org·2d
Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders  ⧗Information Bottleneck
arxiv.org·2d
Hierarchical Joint Source-Channel Coding with Constrained Information Leakage  ⧗Information Bottleneck
arxiv.org·1d
Three-Module SC-VAMP for LDPC-Coded Nonlinear Channels  🔧Reed-Solomon Decoding
arxiv.org·3d
Towards Optimal Semantic Communications: Reconsidering the Role of Semantic Feature Channels  ⧗Information Bottleneck
arxiv.org·1d
Fundamental for Delay and Reliability Guarantees for Emergency UAV  📡Network Calculus
arxiv.org·3d
Sub-Token Routing in LoRA for Adaptation and Query-Aware KV Compression  ⧗Information Bottleneck
arxiv.org·1d
Provably Secure Steganography Based on List Decoding  🕵️Steganographic Archives
arxiv.org·1d
Mismatch Capacity under Stochastic Decoding  ⚽Sphere Packing
arxiv.org·4d
Entropy lower bounds and sum-product phenomena  🧮Kolmogorov Bounds
arxiv.org·2d
Lightweight Low-SNR-Robust Semantic Communication System for Autonomous Driving  🗜️LZSS Variants
arxiv.org·2d
Lossless Compression via Chained Lightweight Neural Predictors with Information Inheritance  📊Quantization
arxiv.org·5d
Sequential KV Cache Compression via Probabilistic Language Tries: Beyond the Per-Vector Shannon Limit  🌊Streaming Compression
arxiv.org·5d·Hacker News
Optimally Bridging Semantics and Data: Generative Semantic Communication via Schr\"odinger Bridge  📡Information theory
arxiv.org·4d
Generative Semantic Communication via Alternating Dual-Domain Posterior Sampling  ⧗Information Bottleneck
arxiv.org·4d
LLM-Viterbi: Semantic-Aware Decoding for Convolutional Codes  🧮Kolmogorov Complexity
arxiv.org·3d
CSI Compression for Massive MIMO-OFDM: Mismatch-Aware Rate-Distortion Trade-offs  📐Compression Bounds
arxiv.org·4d

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