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🧠 Neural Compression

Learned Codecs, AI Compression, Rate-Distortion Theory, Entropy Models

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models
arxiv.org·14h
🧠Neural Codecs
NVFP4 Trains with Precision of 16-Bit and Speed and Efficiency of 4-Bit
developer.nvidia.com·1d·
Discuss: Hacker News, Hacker News
🧠Learned Codecs
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·4h
📐Geometric Hashing
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·14h
⧗Information Bottleneck
Wan-S2V: Audio-Driven Cinematic Video Generation
humanaigc.github.io·3h·
Discuss: Hacker News
⏱️SMPTE Timecode
AI Teams Contend With Synthetic Data’s Jekyll/Hyde Roles
cacm.acm.org·2h
🔍Vector Forensics
How much power does gzip save on IoT web access?
bitbanksoftware.blogspot.com·1d·
Discuss: Lobsters, Hacker News
📦Deflate
Understanding Convolutions: The Sliding Window of Insight
dev.to·1d·
Discuss: DEV
🧠Machine Learning
Show HN: A short story on developing a long-context World-Model with no money
francesco215.github.io·4d·
Discuss: Hacker News
🧠Learned Codecs
An Efficient Dual-Line Decoder Network with Multi-Scale Convolutional Attention for Multi-organ Segmentation
arxiv.org·14h
📊Learned Metrics
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·14h
🗂️Vector Databases
Comp-X: On Defining an Interactive Learned Image Compression Paradigm With Expert-driven LLM Agent
arxiv.org·4d
🧠Learned Codecs
Paradigms of Intelligence Team
github.com·5h·
Discuss: Hacker News
🔲Cellular Automata
Disentangling Polysemantic Neurons with a Null-Calibrated Polysemanticity Index and Causal Patch Interventions
arxiv.org·14h
🔍Vector Forensics
DiCache: Let Diffusion Model Determine Its Own Cache
arxiv.org·14h
🧠Machine Learning
Large Language Model-Based Automatic Formulation for Stochastic Optimization Models
arxiv.org·14h
🧠Machine Learning
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
arxiv.org·14h
🧮Kolmogorov Complexity
Generative Artificial Intelligence and Agents in Research and Teaching
arxiv.org·14h
🔲Cellular Automata
NinA: Normalizing Flows in Action. Training VLA Models with Normalizing Flows
arxiv.org·14h
🎙️Whisper
TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation
arxiv.org·14h
🧠Machine Learning
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