Explore tweets tagged as #Subsampling
ML GRIND DAY 50: >studied for 5.5hrs >revised Improper Integrals,areas and volumes by slices and solved some probs >revised right sized trees for boosting,shrinkage,subsampling >solved some maths puzzles
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Exploring the rich mosaic of soil heterogeneity, and how to navigate its complexities 🌎 Soil chemistry may vary at the meter scale, even for the same soil type in the same field. To capture the variability across the field, we use: 🌱subsampling methods 🌱pooling
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Our paper "Group Downsampling with Equivariant Anti-aliasing" will be presented at #ICLR2025 🎉! We propose a novel subgroup sampling layer connecting Cayley graphs, uniform subgroup subsampling, and anti-aliasing—boosting equivariant models' efficiency with minimal compute.
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ConforFold Recovers Alternative Protein Conformations Beyond MSA Subsampling 1. A novel study introduces ConforFold, a novel framework that integrates secondary structure sampling into deep learning-based prediction to recover multiple protein conformational states. This
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wrote this blog on some important topics about CNN like, - 1D n 2D convolution theory and code implementation - padding n output calculation - subsampling / pooling layers
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Assessing Structures and Conformational Ensembles of Apo and Holo Protein States Using Randomized Alanine Sequence Scanning Combined with Shallow Subsampling in AlphaFold2: Insights and Lessons from Predictions of Functional Allosteric Conformations 1. Introducing AF2-RASS: This
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#Mufasa 2K 2D Trailer DCP specs: Format : JPEG 2000 Format profile : D-Cinema 2k Bit rate : 213 Mb/s Dimensions: 1998 * 1080 pixels Aspect Ratio: 1.85:1 Frame rate : 24 FPS Color space : XYZ Chroma subsampling : 4:4:4 Bit depth : 12 bits Stream size : 3.93 GiB Color range : Full
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What's problematic to implement all the modes is that there are a few low power mode or Binning vs subsampling mode with the exact same output resolution. I guess given that I'm not going to upstream this, custom V4L2 control here I come!
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🚀 Day 86/90 – Data Science Journey 🔹 Random Forests: learning via bagging, leveraging multiple decision trees 🔹 Explored algorithm internals, incl bootstrap sampling, feature subsampling 🔹 Mechanism: Understood tree construction #100DaysOfCode #DataScience #MachineLearning
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Amazon Prime cycles through slow pans of static images for content they are promoting. The image quality is high, but several of them had a distracting shimmer in high contrast areas. It might be that the image resolution was too high and they are subsampling without mip maps,
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New Cambridge research shows the human eye can resolve far more detail than assumed — up to 94 pixels per degree — reshaping how we think about display limits, chroma subsampling, and future 8K standards. Read more: https://t.co/77GklJOgj2
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.@SakanaAILabs curious why you decided to go with subsampling the synchronized matrix here instead of a input dependent learned mechanism to choose? Maybe something like how the routing in MoE works? I guess it would add more complexity but still curious
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Go社区十几年过去了，这个issue还是没修。。。🤷 Decode某些JPEG图片就爆炸：image/jpeg: unsupported JPEG feature: luma/chroma subsampling ratio https://t.co/EP6Gbzc71W
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The Boox color e-ink tablets do 4:2:0 chroma subsampling in hardware, that's kind of interesting
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Subsampling the data into independent groups is one useful test of reproducibility. Another useful test is whether independent research groups arrives at a similar conclusions using different methods. Reconstructions of global warming also meet that test.
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