ℹ️ Information Theory - hop1.ng.1357 · Scour

DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces ⚗️Knowledge Distillation

Toward Polymorphic Backdoor against Semantic Communication via Intensity-Based Poisoning 🔐Cryptography

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens 🤖LLM

Beam Scheduling for Cross-Layer ISAC: A Deep Reinforcement Learning Approach 🇨🇳Chinese AI

Provably Secure Steganography Based on List Decoding 🌸Bloom Filters

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models ⚡Edge AI

The Spectral Lifecycle of Transformer Training: Transient Compression Waves, Persistent Spectral Gradients, and the Q/K--V Asymmetry 🤖LLM

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control 🤖LLM

Sub-Token Routing in LoRA for Adaptation and Query-Aware KV Compression 🤖LLM

Structural Limits of Soft Fusion in Multi-Warden Covert Communication 🔐Cryptography

Entropy Centroids as Intrinsic Rewards for Test-Time Scaling 🛡️AI Safety

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models 📚RAG

The Root Theorem of Context Engineering 🪄Prompt Engineering

Fisher Information and Dynamical Sampling I 🧠Agent Memory

Hierarchical Spatio-Channel Clustering for Efficient Model Compression in Medical Image Analysis 🧠Machine Learning

A-THENA: Early Intrusion Detection for IoT with Time-Aware Hybrid Encoding and Network-Specific Augmentation 🔢BitNet

EVT-Based Generative AI for Tail-Aware Channel Estimation 📱Edge AI Optimization

Spatiotemporal 2-D Polar Codes over Non-Uniform MIMO Channels: A Reliability-Aware Construction Approach 🎤Chaos Communication Congress

Information-Theoretic Measures in AI: A Practical Decision Guide 🔍AI Interpretability

Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing 📡Low-Level Networking

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