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๐Ÿ“Š Rate-Distortion Theory

Lossy Compression Bounds, Information Bottleneck, Perceptual Coding, Quality Metrics

COLI: A Hierarchical Efficient Compressor for Large Images
arxiv.orgยท5h
๐Ÿง Neural Compression
Evaluating Image Compression Tools
rachelplusplus.me.ukยท3dยท
Discuss: Hacker News
๐ŸŽฅStreaming Codecs
JPEG Conversion: A Developer's Complete Guide to Image Optimization
dev.toยท13hยท
Discuss: DEV
๐Ÿ–ผ๏ธJPEG XL
Understanding Pan-Sharpening via Generalized Inverse
arxiv.orgยท1d
๐Ÿ“Projective Geometry
NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation Models
arxiv.orgยท5h
๐Ÿ›Digital humanities
A Minimal DDPM
github.comยท7hยท
Discuss: Hacker News
๐Ÿง Machine Learning
CLIP Model Overview : Unlocking the Power of Multimodal AI
towardsdatascience.comยท1d
๐Ÿ“ŠLearned Metrics
๐ŸŽฏ Building Attention Mechanisms from Scratch: A Complete Guide to Understanding Transformers
dev.toยท2dยท
Discuss: DEV
๐Ÿ“ŠLearned Metrics
Translation using deep neural networks โ€“ Transformer
aamster.github.ioยท1dยท
Discuss: Hacker News
๐Ÿง Neural Codecs
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach
arxiv.orgยท5h
๐Ÿ“ŠQuantization
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.orgยท1d
๐Ÿง Machine Learning
Itโ€™s Not What You Pay, Itโ€™s How Fast You Play: A History of MEV
hackernoon.comยท17h
๐Ÿ–ฅ๏ธTerminal Renaissance
Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift
arxiv.orgยท1d
๐Ÿค–Advanced OCR
Incomplete Multiview Learning via Wyner Common Information
arxiv.orgยท1d
โง—Information Bottleneck
High-Quality Live Video Streaming via Transcoding Time Prediction and Preset Selection
arxiv.orgยท1d
๐ŸŽฅStreaming Codecs
IndexTTS2: Emotional duration-controlled autoregressive zero-shot text-to-speech
index-tts.github.ioยท2dยท
Discuss: Hacker News
๐ŸŽงLearned Audio
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New Benchmarks
arxiv.orgยท5h
๐Ÿ“ŠLearned Metrics
Improving AVIF in Open Source
halide.cxยท2dยท
Discuss: Lobsters, Hacker News
๐ŸŽฌAV1 Encoding
Improving Multimodal Learning via Imbalanced Learning
arxiv.orgยท1d
๐Ÿ“ŠLearned Metrics
CompassJudger-2: Towards Generalist Judge Model via Verifiable Rewards
arxiv.orgยท1d
๐Ÿ“ŠLearned Metrics
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