{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"该忽略颜色，还是该保留颜色？","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html","markdown":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.md","pages":[{"id":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","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},{"id":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","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":2}],"aliases":[{"oldId":"explanation","targetId":"h-i-color-is-task-dependent","operation":"split-explanation-range"},{"oldId":"b-ad1412c10ab0a31a3cc202d3","targetId":"b-ad1412c10ab0a31a3cc202d3","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"d71cf15e707c8a3674b4c90a599efee783cb84da5b8c8236a1d01c3add7b4958","afterSHA256":"d71cf15e707c8a3674b4c90a599efee783cb84da5b8c8236a1d01c3add7b4958","reason":"Same source body in authored semantic page"},{"oldId":"b-33693bd495cc4afbf77cd21f","targetId":"b-33693bd495cc4afbf77cd21f","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"823aec4dae5b353300e2c1619ac63b01d144f31c7b3673c9a7bd0943d7a7892b","afterSHA256":"823aec4dae5b353300e2c1619ac63b01d144f31c7b3673c9a7bd0943d7a7892b","reason":"Same source body in authored semantic page"},{"oldId":"b-0a8b1a5d283fb42332e01340","targetId":"b-0a8b1a5d283fb42332e01340","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"9d03017c77c7e1ebbe226046d245d549bab12eae6700f3a78d0581af7893b7d5","afterSHA256":"9d03017c77c7e1ebbe226046d245d549bab12eae6700f3a78d0581af7893b7d5","reason":"Same source body in authored semantic page"},{"oldId":"b-12128be5a10d8136572365d3","targetId":"b-12128be5a10d8136572365d3","page":"h-i-color-is-task-dependent","operation":"rewrite","beforeSHA256":"33cbfe7678d78fd1e969a20209abae0d248ece748710dfcc19730bc2b046ef1f","afterSHA256":"615ec59282565f165703ccfeea5e5f652cf8e18ee2030c95275e260f54acae22","reason":"Same source identity with figure semantics or reading context enriched"},{"oldId":"b-271bfdadc86ffc594af43e81","targetId":"b-271bfdadc86ffc594af43e81","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"786ce10a6b32a492259a3dccd0a54e61cd41d28a34382fb7b5386c5f03b7ad69","afterSHA256":"786ce10a6b32a492259a3dccd0a54e61cd41d28a34382fb7b5386c5f03b7ad69","reason":"Same source body in authored semantic page"},{"oldId":"b-76b9e87e4b7fc534c617e127","targetId":"b-76b9e87e4b7fc534c617e127","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"5e36db3086194fa4ce84e46e4e43c80d1232bf854c2c5ec776a371eceb8b4b8a","afterSHA256":"5e36db3086194fa4ce84e46e4e43c80d1232bf854c2c5ec776a371eceb8b4b8a","reason":"Same source body in authored semantic page"},{"oldId":"b-7e7419e2b4177f7d73b6acf8","targetId":"b-7e7419e2b4177f7d73b6acf8","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"9033382834bec54b2da6ac17f915e91b54105522e97980edcb80af4f90f07711","afterSHA256":"9033382834bec54b2da6ac17f915e91b54105522e97980edcb80af4f90f07711","reason":"Same source body in authored semantic page"},{"oldId":"b-97e3355eef27d1ef9d7617f5","targetId":"b-97e3355eef27d1ef9d7617f5","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"5bd9da88fc0028f4a7365f9d7dffb82931a4e2b0c7d1f6954b412f3750415992","afterSHA256":"5bd9da88fc0028f4a7365f9d7dffb82931a4e2b0c7d1f6954b412f3750415992","reason":"Same source body in authored semantic page"},{"oldId":"b-ac52b4d8b02a5954691e3740","targetId":"b-ac52b4d8b02a5954691e3740","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"0a4ed181b2290463e2a417effc5c869d358aa4cae99dd3af7e367d99428c908d","afterSHA256":"0a4ed181b2290463e2a417effc5c869d358aa4cae99dd3af7e367d99428c908d","reason":"Same source body in authored semantic page"},{"oldId":"b-f60827d95e25e6576aaa7972","targetId":"b-f60827d95e25e6576aaa7972","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"5d2e04d7eae976690cc9c11fd83f363a59c7ef1b60f429ac2bf7b95bd02d6046","afterSHA256":"5d2e04d7eae976690cc9c11fd83f363a59c7ef1b60f429ac2bf7b95bd02d6046","reason":"Same source body in authored semantic page"},{"oldId":"b-77791c667637a82233bce055","targetId":"b-77791c667637a82233bce055","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"0bd770eed8334aa1023113732d8b107a539976ddebb28c19db4d5d2a654aeecc","afterSHA256":"0bd770eed8334aa1023113732d8b107a539976ddebb28c19db4d5d2a654aeecc","reason":"Same source body in authored semantic page"},{"oldId":"b-af211ebf4db920615ddf72fd","targetId":"b-af211ebf4db920615ddf72fd","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"dd1476a2e4669c2cdcb7925fdfc8c924ac823d3a0c901486033810f3d7b4cd7a","afterSHA256":"dd1476a2e4669c2cdcb7925fdfc8c924ac823d3a0c901486033810f3d7b4cd7a","reason":"Same source body in authored semantic page"},{"oldId":"b-0bcc52c5b433b2a9eaf71517","targetId":"b-0bcc52c5b433b2a9eaf71517","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"5cd74ee67b1f6482caaaa659e71a446c1543b25ce50688d08a501030b0c69fc9","afterSHA256":"5cd74ee67b1f6482caaaa659e71a446c1543b25ce50688d08a501030b0c69fc9","reason":"Same source body in authored semantic page"},{"oldId":"b-9858ccd49efa2b6a348db121","targetId":"b-9858ccd49efa2b6a348db121","page":"h-i-color-is-task-dependent","operation":"move","beforeSHA256":"42b337bf4f241e0759e2c452786bc7bf8d7ab499509617a4873ee4dd89721a67","afterSHA256":"42b337bf4f241e0759e2c452786bc7bf8d7ab499509617a4873ee4dd89721a67","reason":"Same source body in authored semantic page"},{"oldId":"b-427bb570b5c01f2b94789097","targetId":"b-427bb570b5c01f2b94789097","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"1a1f68e1032be0bf9bcf86e66744417a4c84d650b8120005f64a9e3de647b93f","afterSHA256":"1a1f68e1032be0bf9bcf86e66744417a4c84d650b8120005f64a9e3de647b93f","reason":"Same source body in authored semantic page"},{"oldId":"b-edfa15faa0f1b68572efcc9f","targetId":"b-edfa15faa0f1b68572efcc9f","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"325a0249022cb8690d80202a6f44a1380f1daa8b4aea65f190cd6754f98672bc","afterSHA256":"325a0249022cb8690d80202a6f44a1380f1daa8b4aea65f190cd6754f98672bc","reason":"Same source body in authored semantic page"},{"oldId":"b-64da7638c418788dd51e80fe","targetId":"b-64da7638c418788dd51e80fe","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"46720e27454e33b8a1c36285a3f1ede565cb65098ea2f32b06b5cce713806f18","afterSHA256":"46720e27454e33b8a1c36285a3f1ede565cb65098ea2f32b06b5cce713806f18","reason":"Same source body in authored semantic page"},{"oldId":"b-195f470ef0e3615ab2ccb5d7","targetId":"b-195f470ef0e3615ab2ccb5d7","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"f871c44e982e68c0719ffb9ac704a37853045e2928f931ca8aeda63e6c5b27ba","afterSHA256":"f871c44e982e68c0719ffb9ac704a37853045e2928f931ca8aeda63e6c5b27ba","reason":"Same source body in authored semantic page"},{"oldId":"b-55eebc552db7e5068c1faadb","targetId":"b-55eebc552db7e5068c1faadb","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"cf44fcc62782fb4f6bdc42c16c5187d57556a03cb7ce6065e7bd9c36d8e7d733","afterSHA256":"cf44fcc62782fb4f6bdc42c16c5187d57556a03cb7ce6065e7bd9c36d8e7d733","reason":"Same source body in authored semantic page"},{"oldId":"b-f212327ed50c761efb708fe6","targetId":"b-f212327ed50c761efb708fe6","page":"h-i-color-evidence-and-lab","operation":"move","beforeSHA256":"6abfdbadce92d6b05c78a2a0cc302d4d3c069309621688680925b06a02fcae49","afterSHA256":"6abfdbadce92d6b05c78a2a0cc302d4d3c069309621688680925b06a02fcae49","reason":"Same source body in authored semantic page"},{"oldId":"h-i-color-is-task-dependent-title","targetId":"b-89997daf3be2988c179874b8","operation":"retain-source-identity"},{"oldId":"h-i-color-evidence-and-lab-title","targetId":"b-17b10a3377c3453f7f13b87d","operation":"retain-source-identity"},{"oldId":"h-i-color-evidence-and-lab-bridge","targetId":"b-b595c9609afee709bb7bcd72","operation":"retain-source-identity"}],"blocks":[{"id":"b-89997daf3be2988c179874b8","type":"h2","scope":"h-i-color-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-89997daf3be2988c179874b8","content":"## 先确定任务，再判断颜色变化是否合理","sha256":"21170b4c73b6668cc0a8255a6c4682290c59d98cb5092dceaa4ae7c819489d21","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-ad1412c10ab0a31a3cc202d3","prerequisites":[{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-ad1412c10ab0a31a3cc202d3","type":"h2","scope":"explanation","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-ad1412c10ab0a31a3cc202d3","content":"## 解释、算例与证据","sha256":"d71cf15e707c8a3674b4c90a599efee783cb84da5b8c8236a1d01c3add7b4958","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-89997daf3be2988c179874b8","nextBlock":"b-33693bd495cc4afbf77cd21f","prerequisites":[{"id":"b-89997daf3be2988c179874b8","url":"#b-89997daf3be2988c179874b8","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-33693bd495cc4afbf77cd21f","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-33693bd495cc4afbf77cd21f","content":"# P13 · 该忽略颜色，还是该保留颜色？","sha256":"823aec4dae5b353300e2c1619ac63b01d144f31c7b3673c9a7bd0943d7a7892b","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-ad1412c10ab0a31a3cc202d3","nextBlock":"b-0a8b1a5d283fb42332e01340","prerequisites":[{"id":"b-ad1412c10ab0a31a3cc202d3","url":"#b-ad1412c10ab0a31a3cc202d3","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-0a8b1a5d283fb42332e01340","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-0a8b1a5d283fb42332e01340","content":"用颜色任务将“什么变化应被忽略”落到可观察干预，避免把增强强度当普遍优劣。","sha256":"9d03017c77c7e1ebbe226046d245d549bab12eae6700f3a78d0581af7893b7d5","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-33693bd495cc4afbf77cd21f","nextBlock":"b-12128be5a10d8136572365d3","prerequisites":[{"id":"b-33693bd495cc4afbf77cd21f","url":"#b-33693bd495cc4afbf77cd21f","role":"section-title"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-12128be5a10d8136572365d3","type":"figure","scope":"document","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-12128be5a10d8136572365d3","content":"图内标签与数值：P13 学习表示机制图，状态 2；任务 B：识别涂装颜色；红 · 明；红 · 暗；蓝 · 明；蓝 · 暗；标签随红蓝改变；红 → 红类；蓝 → 蓝类；问卷 1 · 使用 h 而非 z，不能保证颜色仍可读出。；换色不保持任务标签\n\n同形状法兰的红蓝和明暗四条件；切换形状任务与涂装任务改变标签判定。\n\n- 任务 B：识别涂装颜色\n- 红 · 明\n- 红 · 暗\n- 蓝 · 明\n- 蓝 · 暗\n- 标签随红蓝改变\n- 红 → 红类\n- 蓝 → 蓝类\n- 问卷 1 · 使用 h 而非 z，不能保证颜色仍可读出。\n- 换色不保持任务标签同形状法兰的红蓝和明暗四条件；切换形状任务与涂装任务改变标签判定。 [查看对应图解状态](/#/l3-r2-p13/1)[查看完整图解](/course/figures/l3-r2-p13-1.html)","sha256":"615ec59282565f165703ccfeea5e5f652cf8e18ee2030c95275e260f54acae22","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"figure":{"caption":"同形状法兰的红蓝和明暗四条件；切换形状任务与涂装任务改变标签判定。 查看对应图解状态","labels":["任务 B：识别涂装颜色","红 · 明","红 · 暗","蓝 · 明","蓝 · 暗","标签随红蓝改变","红 → 红类","蓝 → 蓝类","问卷 1 · 使用 h 而非 z，不能保证颜色仍可读出。","换色不保持任务标签"],"description":"同形状法兰的红蓝和明暗四条件；切换形状任务与涂装任务改变标签判定。任务 B：识别涂装颜色红 · 明红 · 暗蓝 · 明蓝 · 暗标签随红蓝改变红 → 红类蓝 → 蓝类问卷 1 · 使用 h 而非 z，不能保证颜色仍可读出。换色不保持任务标签","evidenceIdentity":"同形状法兰的红蓝和明暗四条件；切换形状任务与涂装任务改变标签判定。 查看对应图解状态","images":[{"src":"/assets/display/8757616f3f92bbccd2d8db9c.webp","alt":""},{"src":"/assets/display/d96995f27af70c01f001c354.webp","alt":""},{"src":"/assets/display/2ebe2f0515d593c5292e6367.webp","alt":""},{"src":"/assets/display/2ebe2f0515d593c5292e6367.webp","alt":""}]},"previousBlock":"b-0a8b1a5d283fb42332e01340","nextBlock":"b-271bfdadc86ffc594af43e81","prerequisites":[{"id":"b-33693bd495cc4afbf77cd21f","url":"#b-33693bd495cc4afbf77cd21f","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-271bfdadc86ffc594af43e81","type":"h2","scope":"narrative","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-271bfdadc86ffc594af43e81","content":"## 课堂讲述","sha256":"786ce10a6b32a492259a3dccd0a54e61cd41d28a34382fb7b5386c5f03b7ad69","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-12128be5a10d8136572365d3","nextBlock":"b-76b9e87e4b7fc534c617e127","prerequisites":[{"id":"b-33693bd495cc4afbf77cd21f","url":"#b-33693bd495cc4afbf77cd21f","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-76b9e87e4b7fc534c617e127","type":"p","scope":"narrative","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-76b9e87e4b7fc534c617e127","content":"先看任务，而不是先选一个流行增强。如果我要识别零件的形状，红色变蓝色也许不影响答案；如果我要区分涂装，红蓝本身就是答案。类似的颜色变化，对两个任务有不同意义。\n所以问卷第一题真正检查的是：不能因为下游使用 h、不使用 z，就放心把训练中的颜色关系随意改掉。h 可能保留，也可能没有保留；即使保留了，给定读出方式和标签预算，能不能用起来还要检查。\n这里最有用的行动不是简单说“强增强好”或“颜色增强坏”，而是先标出哪些变换保持任务标签，再比较这些条件下的表示和读出。问题一旦具体到红蓝零件，原先看似抽象的表示讨论就有了可检验的对象。","sha256":"5e36db3086194fa4ce84e46e4e43c80d1232bf854c2c5ec776a371eceb8b4b8a","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-271bfdadc86ffc594af43e81","nextBlock":"b-7e7419e2b4177f7d73b6acf8","prerequisites":[{"id":"b-271bfdadc86ffc594af43e81","url":"#b-271bfdadc86ffc594af43e81","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-7e7419e2b4177f7d73b6acf8","type":"h3","scope":"color-invariance-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-7e7419e2b4177f7d73b6acf8","content":"### 颜色应被忽略，还是应被保留？","sha256":"9033382834bec54b2da6ac17f915e91b54105522e97980edcb80af4f90f07711","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"颜色应被忽略，还是应被保留？","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-invariance-is-task-dependent","formulas":[],"previousBlock":"b-76b9e87e4b7fc534c617e127","nextBlock":"b-97e3355eef27d1ef9d7617f5","prerequisites":[{"id":"b-271bfdadc86ffc594af43e81","url":"#b-271bfdadc86ffc594af43e81","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"},{"id":"b-97e3355eef27d1ef9d7617f5","url":"#b-97e3355eef27d1ef9d7617f5","relation":"same-reasoning"},{"id":"b-ac52b4d8b02a5954691e3740","url":"#b-ac52b4d8b02a5954691e3740","relation":"same-reasoning"},{"id":"b-f60827d95e25e6576aaa7972","url":"#b-f60827d95e25e6576aaa7972","relation":"same-reasoning"}]},{"id":"b-97e3355eef27d1ef9d7617f5","type":"p","scope":"color-invariance-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-97e3355eef27d1ef9d7617f5","content":"如果任务是识别杯子形状，轻微光照变化不应改变答案；如果任务是分拣红杯与蓝杯，颜色正是答案来源。增强的含义必须相对于任务判断。“颜色增强”也不是单一操作：亮度缩放可能保留红蓝关系，通道交换却直接改变它。","sha256":"5bd9da88fc0028f4a7365f9d7dffb82931a4e2b0c7d1f6954b412f3750415992","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"颜色应被忽略，还是应被保留？","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-invariance-is-task-dependent","formulas":[],"previousBlock":"b-7e7419e2b4177f7d73b6acf8","nextBlock":"b-ac52b4d8b02a5954691e3740","prerequisites":[{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"},{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","relation":"same-reasoning"},{"id":"b-ac52b4d8b02a5954691e3740","url":"#b-ac52b4d8b02a5954691e3740","relation":"same-reasoning"},{"id":"b-f60827d95e25e6576aaa7972","url":"#b-f60827d95e25e6576aaa7972","relation":"same-reasoning"}]},{"id":"b-ac52b4d8b02a5954691e3740","type":"p","scope":"color-invariance-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-ac52b4d8b02a5954691e3740","content":"受控比较应从同一图像出发，固定几何、背景、数据划分和训练预算，只改变预定的颜色操作。独立生成两张不同照片，再声称“只改了颜色”，会混入姿态、纹理和背景。","sha256":"0a4ed181b2290463e2a417effc5c869d358aa4cae99dd3af7e367d99428c908d","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"颜色应被忽略，还是应被保留？","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-invariance-is-task-dependent","formulas":[],"previousBlock":"b-97e3355eef27d1ef9d7617f5","nextBlock":"b-f60827d95e25e6576aaa7972","prerequisites":[{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"},{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","relation":"same-reasoning"},{"id":"b-97e3355eef27d1ef9d7617f5","url":"#b-97e3355eef27d1ef9d7617f5","relation":"same-reasoning"},{"id":"b-f60827d95e25e6576aaa7972","url":"#b-f60827d95e25e6576aaa7972","relation":"same-reasoning"}]},{"id":"b-f60827d95e25e6576aaa7972","type":"p","scope":"color-invariance-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-f60827d95e25e6576aaa7972","content":"对照读出时，分别测形状和颜色，而不只给一个总准确率。若形状更好、颜色变差，我们学到的是一种用途取舍；不能把后者掩盖成“更强的表示”。本页问卷可以先投判断，课后在LAB 06用真实训练检验。","sha256":"5d2e04d7eae976690cc9c11fd83f363a59c7ef1b60f429ac2bf7b95bd02d6046","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"颜色应被忽略，还是应被保留？","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-invariance-is-task-dependent","formulas":[],"previousBlock":"b-ac52b4d8b02a5954691e3740","nextBlock":"b-d7435a3a1960e83e0ff322cc","prerequisites":[{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"},{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","relation":"same-reasoning"},{"id":"b-97e3355eef27d1ef9d7617f5","url":"#b-97e3355eef27d1ef9d7617f5","relation":"same-reasoning"},{"id":"b-ac52b4d8b02a5954691e3740","url":"#b-ac52b4d8b02a5954691e3740","relation":"same-reasoning"}]},{"id":"b-d7435a3a1960e83e0ff322cc","type":"h4","scope":"h-i-color-is-task-dependent","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-d7435a3a1960e83e0ff322cc","content":"#### 图示条件与公式约定","sha256":"ef7f915c1ae63ed67bd23fecf050249273ba0efa8965d2c8d1c1c6b2d3178122","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-f60827d95e25e6576aaa7972","nextBlock":"b-77791c667637a82233bce055","prerequisites":[{"id":"b-7e7419e2b4177f7d73b6acf8","url":"#b-7e7419e2b4177f7d73b6acf8","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-77791c667637a82233bce055","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-77791c667637a82233bce055","content":"红/蓝来自现有确定性颜色变体；明暗来自现有变体及 SVG 亮度显示变换。四格属于教学条件，不是本轮训练或模型性能结果。","sha256":"0bd770eed8334aa1023113732d8b107a539976ddebb28c19db4d5d2a654aeecc","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-d7435a3a1960e83e0ff322cc","nextBlock":"b-d52a4803c46b12cdb8a8494b","prerequisites":[{"id":"b-d7435a3a1960e83e0ff322cc","url":"#b-d7435a3a1960e83e0ff322cc","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-d52a4803c46b12cdb8a8494b","type":"h4","scope":"retained-reading","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-d52a4803c46b12cdb8a8494b","content":"#### 这条线索的展开与后续阅读","sha256":"48b8229f7559b36ed4d5628416e3991e5c73293fbce43374db67386c8736f3bc","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-77791c667637a82233bce055","nextBlock":"b-af211ebf4db920615ddf72fd","prerequisites":[{"id":"b-d7435a3a1960e83e0ff322cc","url":"#b-d7435a3a1960e83e0ff322cc","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-af211ebf4db920615ddf72fd","type":"ul","scope":"retained-reading","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-af211ebf4db920615ddf72fd","content":"- [同型号红蓝零件，哪些变化应该忽略？](/supplement.html?return=l3-r2-p13/0#/l3-paint-question/0) 本页说明\n- [对比任务由我们构造｜什么结论还不能推出](/supplement.html?return=l3-r2-p13/0#/l3-infonce-matrix-boundary/0) 本页说明","sha256":"dd1476a2e4669c2cdcb7925fdfc8c924ac823d3a0c901486033810f3d7b4cd7a","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-d52a4803c46b12cdb8a8494b","nextBlock":"b-0bcc52c5b433b2a9eaf71517","prerequisites":[{"id":"b-d52a4803c46b12cdb8a8494b","url":"#b-d52a4803c46b12cdb8a8494b","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-0bcc52c5b433b2a9eaf71517","type":"li","scope":"retained-reading","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-0bcc52c5b433b2a9eaf71517","content":"- [同型号红蓝零件，哪些变化应该忽略？](/supplement.html?return=l3-r2-p13/0#/l3-paint-question/0) 本页说明","sha256":"5cd74ee67b1f6482caaaa659e71a446c1543b25ce50688d08a501030b0c69fc9","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-af211ebf4db920615ddf72fd","nextBlock":"b-9858ccd49efa2b6a348db121","prerequisites":[{"id":"b-d52a4803c46b12cdb8a8494b","url":"#b-d52a4803c46b12cdb8a8494b","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-9858ccd49efa2b6a348db121","type":"li","scope":"retained-reading","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-9858ccd49efa2b6a348db121","content":"- [对比任务由我们构造｜什么结论还不能推出](/supplement.html?return=l3-r2-p13/0#/l3-infonce-matrix-boundary/0) 本页说明","sha256":"42b337bf4f241e0759e2c452786bc7bf8d7ab499509617a4873ee4dd89721a67","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":"h-i-color-is-task-dependent","title":"先确定任务，再判断颜色变化是否合理","number":1},"sectionTitle":"先确定任务，再判断颜色变化是否合理","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-0bcc52c5b433b2a9eaf71517","nextBlock":null,"prerequisites":[{"id":"b-d52a4803c46b12cdb8a8494b","url":"#b-d52a4803c46b12cdb8a8494b","role":"section-title"},{"id":"b-0a8b1a5d283fb42332e01340","url":"#b-0a8b1a5d283fb42332e01340","role":"problem-context"}],"relatedBlocks":[{"id":"b-12128be5a10d8136572365d3","url":"#b-12128be5a10d8136572365d3","relation":"figure-and-explanation"}]},{"id":"b-17b10a3377c3453f7f13b87d","type":"h2","scope":"h-i-color-evidence-and-lab","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-17b10a3377c3453f7f13b87d","content":"## 先读 LAB06：形状改善伴随颜色可用性下降","sha256":"93ffaff620a88036300863012f2bdb51183383018ac5ab3f23fac49f8e5a284b","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"先读 LAB06：形状改善伴随颜色可用性下降","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-b595c9609afee709bb7bcd72","prerequisites":[{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-b595c9609afee709bb7bcd72","type":"p","scope":"h-i-color-evidence-and-lab","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-b595c9609afee709bb7bcd72","content":"把上一页的预测带到已保存图像训练结果；先看表示层与读出协议，再比较数字。","sha256":"00559b1477926a2493a36dedd12f04f9544f105d5418d8d5f96bc8350afa913a","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"先读 LAB06：形状改善伴随颜色可用性下降","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-17b10a3377c3453f7f13b87d","nextBlock":"b-427bb570b5c01f2b94789097","prerequisites":[{"id":"b-17b10a3377c3453f7f13b87d","url":"#b-17b10a3377c3453f7f13b87d","role":"section-title"}],"relatedBlocks":[]},{"id":"b-427bb570b5c01f2b94789097","type":"h3","scope":"color-ablation-existing-image-evidence","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-427bb570b5c01f2b94789097","content":"### 已有图像训练给出了一次明确的取舍","sha256":"1a1f68e1032be0bf9bcf86e66744417a4c84d650b8120005f64a9e3de647b93f","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"已有图像训练给出了一次明确的取舍","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-ablation-existing-image-evidence","formulas":[],"previousBlock":"b-b595c9609afee709bb7bcd72","nextBlock":"b-edfa15faa0f1b68572efcc9f","prerequisites":[{"id":"b-17b10a3377c3453f7f13b87d","url":"#b-17b10a3377c3453f7f13b87d","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[{"id":"b-edfa15faa0f1b68572efcc9f","url":"#b-edfa15faa0f1b68572efcc9f","relation":"same-reasoning"},{"id":"b-64da7638c418788dd51e80fe","url":"#b-64da7638c418788dd51e80fe","relation":"same-reasoning"},{"id":"b-195f470ef0e3615ab2ccb5d7","url":"#b-195f470ef0e3615ab2ccb5d7","relation":"same-reasoning"}]},{"id":"b-edfa15faa0f1b68572efcc9f","type":"p","scope":"color-ablation-existing-image-evidence","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-edfa15faa0f1b68572efcc9f","content":"当前LAB 06保留了600张训练、240张保留的16×16合成RGB图像训练。卷积编码器产生48维h，投影头产生24维z；训练用InfoNCE，类别标签仅在冻结评价时使用。两个训练臂固定初始化、批次与预算，预定变化是视图是否以50%概率交换红蓝通道。","sha256":"325a0249022cb8690d80202a6f44a1380f1daa8b4aea65f190cd6754f98672bc","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"已有图像训练给出了一次明确的取舍","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-ablation-existing-image-evidence","formulas":[],"previousBlock":"b-427bb570b5c01f2b94789097","nextBlock":"b-64da7638c418788dd51e80fe","prerequisites":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","relation":"same-reasoning"},{"id":"b-64da7638c418788dd51e80fe","url":"#b-64da7638c418788dd51e80fe","relation":"same-reasoning"},{"id":"b-195f470ef0e3615ab2ccb5d7","url":"#b-195f470ef0e3615ab2ccb5d7","relation":"same-reasoning"}]},{"id":"b-64da7638c418788dd51e80fe","type":"p","scope":"color-ablation-existing-image-evidence","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-64da7638c418788dd51e80fe","content":"保存的2026-09-22基准中，保留颜色增强后的h，形状5NN为47.50%、颜色100%；换色增强后的h，形状85.83%、颜色49.17%。换色z的形状5NN为95.42%。因此这次实验观察到：迫使颜色线索不可靠后，形状更易读，而颜色信息的可用性下降。","sha256":"46720e27454e33b8a1c36285a3f1ede565cb65098ea2f32b06b5cce713806f18","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"已有图像训练给出了一次明确的取舍","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-ablation-existing-image-evidence","formulas":[],"previousBlock":"b-edfa15faa0f1b68572efcc9f","nextBlock":"b-195f470ef0e3615ab2ccb5d7","prerequisites":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","relation":"same-reasoning"},{"id":"b-edfa15faa0f1b68572efcc9f","url":"#b-edfa15faa0f1b68572efcc9f","relation":"same-reasoning"},{"id":"b-195f470ef0e3615ab2ccb5d7","url":"#b-195f470ef0e3615ab2ccb5d7","relation":"same-reasoning"}]},{"id":"b-195f470ef0e3615ab2ccb5d7","type":"p","scope":"color-ablation-existing-image-evidence","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-195f470ef0e3615ab2ccb5d7","content":"这是当前Notebook中的历史运行记录，本轮文字整理没有重新训练。它有图像、可学习模型和保留评价，已超出手填向量热身；但仍是一个种子的小型受控任务，不支持给SimCLR与MoCo排通用名次。读出方法也重要：同一个换色h的线性形状读出为98.75%，与5NN问的并非完全同一件事。","sha256":"f871c44e982e68c0719ffb9ac704a37853045e2928f931ca8aeda63e6c5b27ba","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"已有图像训练给出了一次明确的取舍","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":"color-ablation-existing-image-evidence","formulas":[],"previousBlock":"b-64da7638c418788dd51e80fe","nextBlock":"b-55eebc552db7e5068c1faadb","prerequisites":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","relation":"same-reasoning"},{"id":"b-edfa15faa0f1b68572efcc9f","url":"#b-edfa15faa0f1b68572efcc9f","relation":"same-reasoning"},{"id":"b-64da7638c418788dd51e80fe","url":"#b-64da7638c418788dd51e80fe","relation":"same-reasoning"}]},{"id":"b-55eebc552db7e5068c1faadb","type":"h2","scope":"practice","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-55eebc552db7e5068c1faadb","content":"## 沿这个问题继续","sha256":"cf44fcc62782fb4f6bdc42c16c5187d57556a03cb7ce6065e7bd9c36d8e7d733","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"先读 LAB06：形状改善伴随颜色可用性下降","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-195f470ef0e3615ab2ccb5d7","nextBlock":"b-f212327ed50c761efb708fe6","prerequisites":[{"id":"b-427bb570b5c01f2b94789097","url":"#b-427bb570b5c01f2b94789097","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-f212327ed50c761efb708fe6","type":"p","scope":"practice","url":"https://codingai-lec03.pages.dev/course/pages/l3-r2-p13.html#b-f212327ed50c761efb708fe6","content":"推荐LAB 06作为第一部分主实验：先看两种视图与历史结果，再只改一个颜色条件。","sha256":"6abfdbadce92d6b05c78a2a0cc302d4d3c069309621688680925b06a02fcae49","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":"h-i-color-evidence-and-lab","title":"先读 LAB06：形状改善伴随颜色可用性下降","number":2},"sectionTitle":"先读 LAB06：形状改善伴随颜色可用性下降","currentQuestion":"视图关系怎样成为学习目标，又会牺牲什么？","sourceSlides":["l3-r2-p13"],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-55eebc552db7e5068c1faadb","nextBlock":null,"prerequisites":[{"id":"b-55eebc552db7e5068c1faadb","url":"#b-55eebc552db7e5068c1faadb","role":"section-title"},{"id":"b-b595c9609afee709bb7bcd72","url":"#b-b595c9609afee709bb7bcd72","role":"problem-context"}],"relatedBlocks":[]}]}
