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๐ŸŽฏ Arithmetic Coding Theory

Entropy Coding, Precision Arithmetic, Adaptive Models, Information Bounds

Adaptive Variation-Resilient Random Number Generator for Embedded Encryption
arxiv.orgยท8h
๐ŸŒŠStream Ciphers
RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models
arxiv.orgยท8h
๐Ÿ“ธTIFF Archaeology
Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity
arxiv.orgยท8h
๐Ÿ”Information Retrieval
On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data: Extended Version
arxiv.orgยท8h
๐Ÿง Learned Indexes
The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains
arxiv.orgยท8h
๐Ÿ“ŠLearned Metrics
Towards Measurement Theory for Artificial Intelligence
arxiv.orgยท8h
๐Ÿง Intelligence Compression
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs
arxiv.orgยท8h
๐Ÿง Intelligence Compression
Axiomatic characterizations of dissimilarity orderings and distances between sets
arxiv.orgยท8h
๐Ÿ”—Combinatory Logic
Ex-Ante Truthful Distribution-Reporting Mechanisms
arxiv.orgยท1d
๐ŸคConsensus Algorithms
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models
arxiv.orgยท8h
๐Ÿ“ŠQuantization
Measuring how changes in code readability attributes affect code quality evaluation by Large Language Models
arxiv.orgยท8h
๐Ÿ“Code Metrics
Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems
arxiv.orgยท1d
๐ŸงฎKolmogorov Bounds
Differential Attention for Multimodal Crisis Event Analysis
arxiv.orgยท1d
๐ŸŒ€Differential Geometry
Exact and efficient basis pursuit denoising via differential inclusions and a selection principle
arxiv.orgยท8h
๐ŸŒˆSpectral Methods
Operator-based machine learning framework for generalizable prediction of unsteady treatment dynamics in stormwater infrastructure
arxiv.orgยท1d
๐ŸŒŠStream Processing
Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation
arxiv.orgยท8h
๐Ÿง Machine Learning
Does Movable Antenna Present A Dual-edged Nature? From the Perspective of Physical Layer Security: A Joint Design of Fixed-position Antenna and Movable Antenna
arxiv.orgยท8h
๐ŸŒŠStream Ciphers
Rectifying Adversarial Sample with Low Entropy Prior for Test-Time Defense
arxiv.orgยท1d
โœ…Verification Codecs
Conformal Information Pursuit for Interactively Guiding Large Language Models
arxiv.orgยท1d
๐Ÿง Intelligence Compression
Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?
arxiv.orgยท1d
๐Ÿ”ฌLean
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