Integral Signatures of Activation Functions: A 9-Dimensional Taxonomy and Stability Theory for Deep Learning
arxiv.org·15h
🌀Differential Geometry
An enough week
blog.mitrichev.ch·23h·
Discuss: blog.mitrichev.ch
🧮Z3 Solver
Neuro-Symbolic AI
en.wikipedia.org·4h·
Discuss: Hacker News
🔲Cellular Automata
Exponential Error Bounds for Information Bottleneck Source Coding Problems
arxiv.org·15h
📐Compression Bounds
In-Depth Analysis: "Attention Is All You Need"
dev.to·3h·
Discuss: DEV
🧠Intelligence Compression
[P] Lossless compression for 1D CNNs
reddit.com·8h·
Discuss: r/MachineLearning
📊Quantization
Optimal Stopping in Latent Diffusion Models
arxiv.org·15h
📊Learned Metrics
Contrastive Weak-to-strong Generalization
arxiv.org·15h
⧗Information Bottleneck
Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation
arxiv.org·15h
📊Learned Metrics
SPAD: Specialized Prefill and Decode Hardware for Disaggregated LLM Inference
arxiv.org·15h
💻Local LLMs
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
arxiv.org·2d
⧗Information Bottleneck
How the Rise of Tabular Foundation Models Is Reshaping Data Science
towardsdatascience.com·1d
📊Quantization
Explaining Models under Multivariate Bernoulli Distribution via Hoeffding Decomposition
arxiv.org·1d
🧮Kolmogorov Bounds
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
arxiv.org·15h
🧠Learned Codecs
The Hidden Oracle Inside Your AI: Unveiling Data Density with Latent Space Magic by Arvind Sundararajan
dev.to·1d·
Discuss: DEV
💻Local LLMs
Nearly Instance-Optimal Parameter Recovery from Many Trajectories via Hellinger Localization
arxiv.org·1d
🧮Kolmogorov Bounds
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
arxiv.org·2d
📐Linear Algebra
Detecting and Mitigating Insertion Hallucination in Video-to-Audio Generation
arxiv.org·15h
👁️Perceptual Coding
Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
arxiv.org·3d
🧮Kolmogorov Bounds
From Segments to Concepts: Interpretable Image Classification via Concept-Guided Segmentation
arxiv.org·3d
⧗Information Bottleneck