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Pages
Posts
关于Flow Matching的一些想法
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Flow matching杂谈
扩散概率模型 Diffusion model
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VAE 变分自编码器
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生成模型，采样、分布、最大似然估计和KL散度、熵
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远程训练模型的一些技巧和注意事项
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一些ubuntu的使用心得
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关于一些中文路径
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publications
Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings
A rolling-mixed-bit readout interleaves multi-bit spikings with single-bit streams, and RMB-Net fuses them via cross-bit and cross-time attention to reconstruct HDR and HFR video with less than 2% extra data volume.
Real-Data-Driven 2000 FPS Color Video from Mosaicked Chromatic Spikes
Self-supervised denoising on real mosaicked chromatic spikes plus progressive warping for pseudo long-term exposure frames enables 2000 FPS color HDR reconstruction with reduced noise and motion blur.
SpikeDiff: Zero-Shot High-Quality Video Reconstruction from Chromatic Spike Camera and Sub-Millisecond Spike Streams
A zero-shot diffusion framework reconstructs high-quality color video from chromatic spike streams and sub-millisecond intervals without paired training data.
Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
Differential focus volumes built from event streams prompt the network toward geometrically informative regions, improving dense metric depth accuracy and edge preservation.
HFR and HDR Video from Multi-Attenuated Spikes Using a Rapidly Rotating SpokeND Filter
A rapidly rotating SpokeND filter produces multi-attenuated spikes that jointly support high frame rate and high dynamic range video reconstruction.
240FPS Stereo Vision from Monocular Mixed Spikes
Monocular mixed spikes enable 240 FPS stereo vision by recovering disparity from temporally interleaved spike measurements.