{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"常量表示为什么不解决对比任务？","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html","markdown":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.md","pages":[{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","unit":"视图关系怎样成为学习目标，又会牺牲什么？","unitId":"i-view-objective","chapter":"I","number":1}],"aliases":[{"oldId":"b-5884391f24bc6ab88d977d4c","targetId":"b-5884391f24bc6ab88d977d4c","page":"reading-opening","operation":"move","beforeSHA256":"c9b496967ba60d9fefbdbf9ff36c15a88362e8b3d9d41f5e241d161d1743d422","afterSHA256":"c9b496967ba60d9fefbdbf9ff36c15a88362e8b3d9d41f5e241d161d1743d422","reason":"Same source body in authored semantic page"},{"oldId":"b-31be4ea91d3809da3c9eccd9","targetId":"b-31be4ea91d3809da3c9eccd9","page":"reading-opening","operation":"move","beforeSHA256":"95d0ea9de4112353631eff4a418936851b49b5b6d1914dad3ff6c767a373014e","afterSHA256":"95d0ea9de4112353631eff4a418936851b49b5b6d1914dad3ff6c767a373014e","reason":"Same source body in authored semantic page"},{"oldId":"b-7b87f4709a1b1bf826d0db6f","targetId":"b-7b87f4709a1b1bf826d0db6f","page":"reading-opening","operation":"move","beforeSHA256":"a4f811abf8841ce547ab4a4ec5f93a9b90fcecd439bfdaadbf5361d21f2ca629","afterSHA256":"a4f811abf8841ce547ab4a4ec5f93a9b90fcecd439bfdaadbf5361d21f2ca629","reason":"Same source body in authored semantic page"},{"oldId":"b-9b96d6b711e251a981d5c4e6","targetId":"b-9b96d6b711e251a981d5c4e6","page":"reading-opening","operation":"move","beforeSHA256":"05781d392f17aa73a2d68d7ae87712419670fc33ffd2bc95807e2430782a6883","afterSHA256":"05781d392f17aa73a2d68d7ae87712419670fc33ffd2bc95807e2430782a6883","reason":"Same source body in authored semantic page"},{"oldId":"b-c5366e642033e54b4834fe8e","targetId":"b-c5366e642033e54b4834fe8e","page":"reading-opening","operation":"move","beforeSHA256":"b158e5ec2ffe03688f2f2970a6f66f02bc7b208497140d5673102c71fdfaebd2","afterSHA256":"b158e5ec2ffe03688f2f2970a6f66f02bc7b208497140d5673102c71fdfaebd2","reason":"Same source body in authored semantic page"},{"oldId":"b-db5fd32be86070087576f956","targetId":"b-db5fd32be86070087576f956","page":"reading-opening","operation":"move","beforeSHA256":"2b9ccef7e1220e2250cceff1abd8bdd736b42f8da5a223f26b029f44b962e807","afterSHA256":"2b9ccef7e1220e2250cceff1abd8bdd736b42f8da5a223f26b029f44b962e807","reason":"Same source body in authored semantic page"}],"blocks":[{"id":"b-5884391f24bc6ab88d977d4c","type":"h1","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-5884391f24bc6ab88d977d4c","content":"# 常量表示为什么不解决对比任务？","sha256":"c9b496967ba60d9fefbdbf9ff36c15a88362e8b3d9d41f5e241d161d1743d422","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-31be4ea91d3809da3c9eccd9","prerequisites":[{"id":"b-31be4ea91d3809da3c9eccd9","url":"#b-31be4ea91d3809da3c9eccd9","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-31be4ea91d3809da3c9eccd9","type":"p","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-31be4ea91d3809da3c9eccd9","content":"先代入常量函数检查目标的平凡解，说明仅有一致性不够，也为教师方法留下合理选读入口。","sha256":"95d0ea9de4112353631eff4a418936851b49b5b6d1914dad3ff6c767a373014e","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-5884391f24bc6ab88d977d4c","nextBlock":"b-7b87f4709a1b1bf826d0db6f","prerequisites":[{"id":"b-5884391f24bc6ab88d977d4c","url":"#b-5884391f24bc6ab88d977d4c","role":"section-title"}],"relatedBlocks":[]},{"id":"b-7b87f4709a1b1bf826d0db6f","type":"p","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-7b87f4709a1b1bf826d0db6f","content":"若只最小化两视图间距离，$f(x)=c$ 对任何图都输出同一向量，配对距离就是零。它满足一致性，却让杯子与书无法区分。加入候选竞争后，如果所有单位向量相同，各候选得分也相同，K个候选的正例概率只能是1/K，损失是 $\\ln K$；例如三项时约1.099。","sha256":"a4f811abf8841ce547ab4a4ec5f93a9b90fcecd439bfdaadbf5361d21f2ca629","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[{"latex":"f(x)=c","definitionContext":"常量表示为什么不解决对比任务？"},{"latex":"\\ln K","definitionContext":"常量表示为什么不解决对比任务？"}],"previousBlock":"b-31be4ea91d3809da3c9eccd9","nextBlock":"b-9b96d6b711e251a981d5c4e6","prerequisites":[{"id":"b-5884391f24bc6ab88d977d4c","url":"#b-5884391f24bc6ab88d977d4c","role":"section-title"},{"id":"b-31be4ea91d3809da3c9eccd9","url":"#b-31be4ea91d3809da3c9eccd9","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-9b96d6b711e251a981d5c4e6","type":"p","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-9b96d6b711e251a981d5c4e6","content":"这说明对比目标没有把“全部一样”当成一个好的区分结果。但仅凭这个算例，不应宣布任何网络或优化过程都不可能停在退化状态。真正检查还包括样本间方差、表示秩以及下游读出。","sha256":"05781d392f17aa73a2d68d7ae87712419670fc33ffd2bc95807e2430782a6883","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-7b87f4709a1b1bf826d0db6f","nextBlock":"b-c5366e642033e54b4834fe8e","prerequisites":[{"id":"b-5884391f24bc6ab88d977d4c","url":"#b-5884391f24bc6ab88d977d4c","role":"section-title"},{"id":"b-31be4ea91d3809da3c9eccd9","url":"#b-31be4ea91d3809da3c9eccd9","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-c5366e642033e54b4834fe8e","type":"p","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-c5366e642033e54b4834fe8e","content":"没有显式负例的方法也能成功：它们组合教师目标、预测器、停止梯度和分布处理等设计。下面的教师补充块解释这些组件各自负责什么，不把一条EMA箭头当成防坍塌的充分证明。","sha256":"b158e5ec2ffe03688f2f2970a6f66f02bc7b208497140d5673102c71fdfaebd2","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-9b96d6b711e251a981d5c4e6","nextBlock":"b-db5fd32be86070087576f956","prerequisites":[{"id":"b-5884391f24bc6ab88d977d4c","url":"#b-5884391f24bc6ab88d977d4c","role":"section-title"},{"id":"b-31be4ea91d3809da3c9eccd9","url":"#b-31be4ea91d3809da3c9eccd9","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-db5fd32be86070087576f956","type":"h2","scope":"collapse-and-discrimination","url":"https://codingai-lec03.pages.dev/course/blocks/collapse-and-discrimination.html#b-db5fd32be86070087576f956","content":"## 继续阅读与实验","sha256":"2b9ccef7e1220e2250cceff1abd8bdd736b42f8da5a223f26b029f44b962e807","chapter":{"id":"I","title":"学习信号与表示"},"unit":{"id":"i-view-objective","title":"视图关系怎样成为学习目标，又会牺牲什么？"},"page":{"id":"reading-opening","title":"常量表示为什么不解决对比任务？","number":1},"sectionTitle":"常量表示为什么不解决对比任务？","currentQuestion":"常量表示为什么不解决对比任务？","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-c5366e642033e54b4834fe8e","nextBlock":null,"prerequisites":[{"id":"b-5884391f24bc6ab88d977d4c","url":"#b-5884391f24bc6ab88d977d4c","role":"section-title"},{"id":"b-31be4ea91d3809da3c9eccd9","url":"#b-31be4ea91d3809da3c9eccd9","role":"problem-context"}],"relatedBlocks":[]}]}
