Mathematics on RiverYu's Homehttps://www.ruyaohui.com/tags/mathematics/Recent content in Mathematics on RiverYu's HomeRiverYu's Homehttps://www.ruyaohui.com/images/cover.pnghttps://www.ruyaohui.com/images/cover.pngHugo -- 0.152.2zh-cn2026 RiverYu’s Home · Per aspera ad astraTue, 09 Jun 2026 10:00:00 +0800深度学习优化算法系统笔记：从梯度下降到 AdamWhttps://www.ruyaohui.com/posts/deep-learning-optimizers-sgd-to-adamw/Tue, 09 Jun 2026 10:00:00 +0800https://www.ruyaohui.com/posts/deep-learning-optimizers-sgd-to-adamw/SGD、Momentum、RMSProp 到 AdamW编码器 Encoder 笔记：从特征表示到 AIGC 视频检测https://www.ruyaohui.com/posts/encoder-deep-dive-aigc-video-detection/Wed, 03 Jun 2026 10:00:00 +0800https://www.ruyaohui.com/posts/encoder-deep-dive-aigc-video-detection/Encoder 如何从像素层抽象出证据空间，并结合 GRU 与 Normalization 构建鲁棒的视频检测框架。Transformer 数值稳定性、归一化机制与 AIGC 视频检测启发https://www.ruyaohui.com/posts/transformer-stability-to-aigc-video-detection/Thu, 28 May 2026 10:00:00 +0800https://www.ruyaohui.com/posts/transformer-stability-to-aigc-video-detection/跨界迁移到 AIGC 视频检测的课题中