📊 Rate-Distortion Theory - matmat · Scour

Information Bottleneck Meets Quantization: Finite Rate Analysis and Optimal Designs

🧠Machine Learning Academic

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

💰Archive Economics Academic

budgetmodel.wharton.upenn.edu··Hacker News

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

📊Vector Quantization Code

github.com··Hacker News

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

💻Operating System, OS Academic

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

🧠Machine Learning Academic

Support sufficiency as action-sufficient compression: a single-cycle rate-regret formulation

📈Mutual Information Academic

Adaptive state-action abstractions via rate-distortion

🧠Neural Codecs Academic

Information Rate Decomposition for Noisy Nanopore Channels with Geometric Duplication

✅Lossless Bounds Academic

Deep Slice Interpolation for Reducing Through-Plane Anisotropy and Noise in Head CT

🧠Learned Compression Academic

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

📡Information theory Academic

Three-Dimensional Retinal Microvasculature Restoration in OCT Angiography

📐Projective Geometry Academic

Hearing the Unspoken: Language Model Priors for Acoustic Adversarial Attacks

🧠Machine Learning Academic

What Fits (Into Few Tokens) Doesn't Overfit: Compression and Generalization in ML Research Agents

🧠Machine Learning Academic

Overlapped Wavelet Diffusion for Low-Light Image Enhancement

📊Spectral Analysis Academic

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

📊Learned Metrics Academic

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

🧠Machine Learning Academic

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

⧗Information Bottleneck Academic

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

📊Learned Metrics Academic

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

📊Spectral Graphs Academic

Towards Pretraining Text Encoders for TabPFN

🧠Machine Learning Academic

Log in to enable infinite scrolling