{"topic":{"id":13220,"title":"科研大佬们，你们投第一篇顶会的时候都是啥样的？","slug":"topic","categoryId":4,"createdAt":"2024-08-06 02:35:41.862289","bumpedAt":"2024-08-25 01:48:31.449572","views":504,"postsCount":7,"highestPostNumber":7,"likeCount":8,"closed":false,"pinned":false,"excerpt":"好奇科研大牛的思路，请问 xjtu 的本/硕/博们你们投第一篇顶会时做了多久？idea 又是咋想的？ 🤔","deletedAt":null,"isAnonymous":false,"category":{"id":4,"name":"谈笑风生","slug":"general","color":"25AAE2"},"author":{"id":3323,"username":"csranking2022","name":"void","avatarUrl":"/uploads/image/ce/3e/ce3e9a757f80fbffa390f56dde39a2858deb338750799abd7b95dacb0f23bd26.avif"},"tags":[]},"posts":[{"id":38336,"postNumber":1,"raw":"好奇科研大牛的思路，请问 xjtu 的本/硕/博们你们投第一篇顶会时做了多久？idea 又是咋想的？ :thinking:","cooked":"

好奇科研大牛的思路，请问 xjtu 的本/硕/博们你们投第一篇顶会时做了多久？idea 又是咋想的？ 🤔

\n","createdAt":"2024-08-06 02:35:42.10677","updatedAt":"2024-08-06 02:35:42.10677","replyToPostNumber":null,"replyCount":0,"likeCount":0,"wordCount":41,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":3323,"username":"csranking2022","name":"void","avatarUrl":"/uploads/image/ce/3e/ce3e9a757f80fbffa390f56dde39a2858deb338750799abd7b95dacb0f23bd26.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":38350,"postNumber":2,"raw":"老师给看了篇 paper，做了三周跑到 SOTA，然后四周加实验写论文画图，和老师讨论一下，投了 CVPR，最后 reject。转投 ECCV，改论文调方法补实验，花了两周，投稿。出结果，rebuttal 一周。按照 idea 产出是三周，产出完整成果是七周，花费总时间是十周，中稿周期是八个多月，中间内耗时间无数，不再记录。\n\nIdea 是在组会上突然想出来的，也不能说妙手偶得，纯粹运气好，章法也是慢慢打磨的，初次一般都很混乱，下一次就有条理了很多。\n\n另，本人非大佬，但是作为一名普通得不能再普通的科研新手，正式进组之前，大约阅读过 ML/DL 书籍五本，论文百余篇，代码若干。\n\n仅供参考。","cooked":"

老师给看了篇 paper，做了三周跑到 SOTA，然后四周加实验写论文画图，和老师讨论一下，投了 CVPR，最后 reject。转投 ECCV，改论文调方法补实验，花了两周，投稿。出结果，rebuttal 一周。按照 idea 产出是三周，产出完整成果是七周，花费总时间是十周，中稿周期是八个多月，中间内耗时间无数，不再记录。

Idea 是在组会上突然想出来的，也不能说妙手偶得，纯粹运气好，章法也是慢慢打磨的，初次一般都很混乱，下一次就有条理了很多。

另，本人非大佬，但是作为一名普通得不能再普通的科研新手，正式进组之前，大约阅读过 ML/DL 书籍五本，论文百余篇，代码若干。

仅供参考。

\n","createdAt":"2024-08-06 10:50:32.588789","updatedAt":"2024-08-06 10:55:21.071531","replyToPostNumber":null,"replyCount":1,"likeCount":4,"wordCount":241,"liked":false,"bookmarked":false,"polls":[],"reactions":[{"reaction":"💯️","count":1,"users":[{"id":1288,"username":"LittleWangInShanghai","name":"小王在上海"}],"hasReacted":false},{"reaction":"❤️","count":4,"users":[{"id":346,"username":"hoist","name":null},{"id":1288,"username":"LittleWangInShanghai","name":"小王在上海"},{"id":4034,"username":"不赢也是一种善良","name":"不赢也是一种善良"},{"id":5077,"username":"Ayato","name":"桃泽"}],"hasReacted":false}],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":393,"username":"Forever","name":"夕颜","avatarUrl":"/uploads/image/cb/8f/cb8fed74880990a8cdc345e0290dc563b60ab6c378f086c2683c01e83acdd92a.avif","admin":false,"moderator":false,"signatureRaw":"喵？","signatureCooked":"

喵？

\n"}},{"id":38355,"postNumber":3,"raw":"看赛道和自己想做的质量，incremental 做的很快也很容易。\n\n\n\nbinary segmentation 的，做的 A+B+C 的 shit work，一周 baseline 出来后边加了点东西基本半个月实验跑完，整理代码 + 开源差不多一个月左右实验弄完。后边压着 ddl 投 cvpr，一周写完写的像💩。rej 后重新打磨了一下，又加了点内容，idea 纯靠 A->A'，没有社区贡献，投了 MM，刚中 oral。还有一篇也是💩一样的工作💩的方向，被老板压着做，完全没动力。半个月跑完实验，复现差不多也半个月左右。投的 ECCV，也被 rej。\n\n\n\n追质量速度会慢很多，需要考虑的东西很多，包括算力、性能和时效性。现在跑了个把多月还没个 outline。\n\n有自己造的轮子实验跑的就会很快，完全看个人习惯。不建议上来就整 mmseg、detectron2 这种集成库。idea 得靠刷论文，没别的技巧，可以多看 nips/iclr/icml 的，比 cv 的会更有启发些。\n\n\n\n最后打个广告，想 RA 的可以联系我，我们组可以远程+GPUs+money，学校可以直接发 RA offer，中了公费旅游（明年 ICCV 在夏威夷）。方向有 medical, low-level 和 scene understanding 的。明年 Phd 名额基本已满，马上大四的来不及了而且今年有一个了，主要面向马上大二大三的，欢迎 email 或者直接微信。详情见 [这个帖子](https://xjtu.app/t/recruitment-ra-phd-hkust-gz/7760)。\n\n\n\n欢迎附上个人简历和成绩单，email 联系 [我 ](https://haipengzhou856.github.io/)(homepage: https://haipengzhou856.github.io/，email: [haipengzhou856@gmail.com](mailto:haipengzhou856@gmail.com), or wechat: rydeen856) 或直接 email 联系 ZHU Lei 老师（[leizhu@ust.hk](mailto:leizhu@ust.hk)）。\n\n\n\n我是废物，不过组内有很多猛男能带😋。","cooked":"

看赛道和自己想做的质量，incremental 做的很快也很容易。

binary segmentation 的，做的 A+B+C 的 shit work，一周 baseline 出来后边加了点东西基本半个月实验跑完，整理代码 + 开源差不多一个月左右实验弄完。后边压着 ddl 投 cvpr，一周写完写的像💩。rej 后重新打磨了一下，又加了点内容，idea 纯靠 A->A'，没有社区贡献，投了 MM，刚中 oral。还有一篇也是💩一样的工作💩的方向，被老板压着做，完全没动力。半个月跑完实验，复现差不多也半个月左右。投的 ECCV，也被 rej。

追质量速度会慢很多，需要考虑的东西很多，包括算力、性能和时效性。现在跑了个把多月还没个 outline。

有自己造的轮子实验跑的就会很快，完全看个人习惯。不建议上来就整 mmseg、detectron2 这种集成库。idea 得靠刷论文，没别的技巧，可以多看 nips/iclr/icml 的，比 cv 的会更有启发些。

最后打个广告，想 RA 的可以联系我，我们组可以远程+GPUs+money，学校可以直接发 RA offer，中了公费旅游（明年 ICCV 在夏威夷）。方向有 medical, low-level 和 scene understanding 的。明年 Phd 名额基本已满，马上大四的来不及了而且今年有一个了，主要面向马上大二大三的，欢迎 email 或者直接微信。详情见这个帖子。

欢迎附上个人简历和成绩单，email 联系我 (homepage: https://haipengzhou856.github.io/，email: haipengzhou856@gmail.com, or wechat: rydeen856) 或直接 email 联系 ZHU Lei 老师（leizhu@ust.hk）。

我是废物，不过组内有很多猛男能带😋。

\n","createdAt":"2024-08-06 12:28:52.723298","updatedAt":"2024-08-06 12:28:52.723298","replyToPostNumber":null,"replyCount":1,"likeCount":4,"wordCount":455,"liked":false,"bookmarked":false,"polls":[],"reactions":[{"reaction":"wave_gif","count":1,"users":[{"id":30,"username":"一只玉米人","name":"玉米🌽"}],"hasReacted":false},{"reaction":"❤️","count":4,"users":[{"id":30,"username":"一只玉米人","name":"玉米🌽"},{"id":346,"username":"hoist","name":null},{"id":4034,"username":"不赢也是一种善良","name":"不赢也是一种善良"},{"id":4668,"username":"IO","name":null}],"hasReacted":false}],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":413,"username":"rydeen","name":null,"avatarUrl":"/uploads/image/01/c6/01c66f0b29f5a18d7248be5a4b6467931a0e434bbe66b6dd99dd04de619dad33.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":38374,"postNumber":4,"raw":"DL 主要看些什么书？","cooked":"

DL 主要看些什么书？

\n","createdAt":"2024-08-06 15:36:02.53395","updatedAt":"2024-08-06 15:36:02.53395","replyToPostNumber":2,"replyCount":1,"likeCount":0,"wordCount":9,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":1288,"username":"LittleWangInShanghai","name":"小王在上海","avatarUrl":"/uploads/image/63/d2/63d25f4f2f6693f9ab450f32bd8d04e2d29f96a980b51555a585423f113c4a58.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":38422,"postNumber":5,"raw":"自己已有的所有工作在投上去以后都觉得 in some sense 是垃圾。。。。但是都中了。。。今年七月份终于做出了一篇自己感觉不是垃圾的工作","cooked":"

自己已有的所有工作在投上去以后都觉得 in some sense 是垃圾。。。。但是都中了。。。今年七月份终于做出了一篇自己感觉不是垃圾的工作

\n","createdAt":"2024-08-07 00:36:35.356406","updatedAt":"2024-08-07 00:36:35.356406","replyToPostNumber":null,"replyCount":0,"likeCount":0,"wordCount":54,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":426,"username":"Komeiji_Koishi","name":"Komeiji_Koishi","avatarUrl":"/uploads/image/5c/54/5c54227268cd2f275501ca5efdf88f7b1083908db846496c2c46eeb38cf65caa.avif","admin":true,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":38424,"postNumber":6,"raw":"只看过 d2l，花书看了一半没看下去。我的 DL 基本上以论文为主，主要的书籍阅读还是以 ML 的多一些，因为领域发展的成熟一些，书也系统一些。","cooked":"

只看过 d2l，花书看了一半没看下去。我的 DL 基本上以论文为主，主要的书籍阅读还是以 ML 的多一些，因为领域发展的成熟一些，书也系统一些。

\n","createdAt":"2024-08-07 00:54:43.655058","updatedAt":"2024-08-07 00:54:43.655058","replyToPostNumber":4,"replyCount":0,"likeCount":0,"wordCount":62,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":393,"username":"Forever","name":"夕颜","avatarUrl":"/uploads/image/cb/8f/cb8fed74880990a8cdc345e0290dc563b60ab6c378f086c2683c01e83acdd92a.avif","admin":false,"moderator":false,"signatureRaw":"喵？","signatureCooked":"

喵？

\n"}},{"id":39023,"postNumber":7,"raw":"感觉 A+B+C 确实比 A+B 好些，目前手里正在做一个 A'+B 的工作，确实故事难讲","cooked":"

感觉 A+B+C 确实比 A+B 好些，目前手里正在做一个 A'+B 的工作，确实故事难讲

\n","createdAt":"2024-08-25 01:48:31.449572","updatedAt":"2024-08-25 01:48:31.449572","replyToPostNumber":3,"replyCount":0,"likeCount":0,"wordCount":30,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"isAnonymous":false,"user":{"id":3323,"username":"csranking2022","name":"void","avatarUrl":"/uploads/image/ce/3e/ce3e9a757f80fbffa390f56dde39a2858deb338750799abd7b95dacb0f23bd26.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}}],"hasMore":false,"lastReadPostNumber":5,"hasUrlPostNumber":true}