⧗ Information Bottleneck - matmat · Scour

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

🧠Machine Learning Academic

Less-relevant results

The Wrong Epsilon to the Brain

🧠Machine Learning

hari.computer··Hacker News

Jürgen Schmidhuber - World Models, RL, and the Year that chang…

🧠Machine Learning

the-information-bottleneck.com··Hacker News

Deep Learning Weekly: Issue 458

👁️Observatory Systems

deeplearningweekly.com·

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

📊Rate-Distortion Theory Academic

Information Bottleneck Meets Quantization: Finite Rate Analysis and Optimal Designs

📊Rate-Distortion Theory Academic

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

🧠Machine Learning Academic

Hearing the Unspoken: Language Model Priors for Acoustic Adversarial Attacks

📊Rate-Distortion Theory Academic

Towards Pretraining Text Encoders for TabPFN

🧠Machine Learning Academic

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

📈Mutual Information Academic

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

📊Rate-Distortion Theory Academic

CleanCodec: Efficient and Robust Speech Tokenization via Perceptually Guided Encoding

🔤Character Classification Academic

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

📐Vector Similarity Academic

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

🧠Machine Learning Academic

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