Rate-Distortion Theory

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Show HN: MLL – image compression that runs well enough on DOS

 📊Vector Quantization  Content type: Code
github.com··Hacker News

ErA: Error-Aware Deep Unrolling Network for Single Image Defocus Deblurring

 📐Projective Geometry  Content type: Academic
arxiv.org·

When Does Federal Debt Reach Unsustainable Levels? Spring 2026 – Onward

 💰Archive Economics  Content type: Academic

Breaking tunnel vision, imaging AI lifts fluorescence image restoration accuracy and speed

 🧠Neural Compression
phys.org·

Adaptive state-action abstractions via rate-distortion

 🧠Neural Codecs  Content type: Academic
arxiv.org·

IB-HFN: Information Bottleneck-Driven SAR-Optical Fusion Network for High-Fidelity Cloud Removal

 🧠Machine Learning  Content type: Academic
arxiv.org·

Information Rate Decomposition for Noisy Nanopore Channels with Geometric Duplication

 Lossless Bounds  Content type: Academic
arxiv.org·

Three-Dimensional Retinal Microvasculature Restoration in OCT Angiography

 📐Projective Geometry  Content type: Academic
arxiv.org·

Finite-Blocklength Lossy Joint Source-Channel Coding over Unknown Channels

 📡Information theory  Content type: Academic
arxiv.org·

Hearing the Unspoken: Language Model Priors for Acoustic Adversarial Attacks

 🧠Machine Learning  Content type: Academic
arxiv.org·

Beyond Soft Masks: Hard-Perturbation Mixup Explainer for Robust GNN Explainability

 🧠Machine Learning  Content type: Academic
arxiv.org·

CFRNet: Cycle-Consistent Fixed-Point Training for Real-Time Blind Face Restoration on Consumer Embedded NPUs

 📊Learned Metrics  Content type: Academic
arxiv.org·

Speaker-Invariant Representation Learning for Spoofing Detection via Gradient Reversal and A Variational Information Bottleneck

 Information Bottleneck  Content type: Academic
arxiv.org·

Can We Predict The Human Preference For Text-to-Image Content Prior To Generation And Is It Even Useful To Do So?

 📊Learned Metrics  Content type: Academic
arxiv.org·

LEGS: Laplacian-Enhanced Gaussian Splatting with a Nonlinear Weighted Loss

 📊Spectral Graphs  Content type: Academic
arxiv.org·

Towards Pretraining Text Encoders for TabPFN

 🧠Machine Learning  Content type: Academic
arxiv.org·

Cranio-Diff: Diffusion-based Cross-domain Craniofacial Reconstruction with 2D X-ray Skull Guidance and Structural Identity Constraints

 📊Learned Metrics  Content type: Academic
arxiv.org·

CleanCodec: Efficient and Robust Speech Tokenization via Perceptually Guided Encoding

 🔤Character Classification  Content type: Academic
arxiv.org·

JA-SIREN: Deterministic Initialization for Sinusoidal Networks via Spectral Matching

 📐Projective Geometry  Content type: Academic
arxiv.org·

Cosine Misleads: Auxiliary Losses Reshape Vision Language Models, Not Their Latents

 📐Vector Similarity  Content type: Academic
arxiv.org·

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