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Hello!
Thanks for your excellent work! I would like to know what is the difference between GPaCo and PaCo?
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## タイトル: 人物再識別事前学習のための動画間ID相関関係学習
## リンク: https://arxiv.org/abs/2409.18569
## 概要:
近年の研究により、インターネットビデオから抽出した大規模な人物画像を用いた事前学習が、人物再識別のためのより良い表現を学習する上で効果的であることが証明されています。しかし、これらの研究は、インスタンスレベルまたは単一ビデオトラ…
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Hello, I have some questions about your work.
I tried to train with CIFAR10-LT and CIFAR100-LT but have negative loss values.
Why loss value is negative?
Thank you for sharing your awesome …
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Hey,
When calling `_encode_image` from CoCa, it should return two tensors, the image-level features (cls token/global avg) and the individual token features, so `(image_size / 14) ** 2`, right? Howev…
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# 🌟 New SSL approach addition
## Approach description
NNCLR: https://arxiv.org/abs/2104.14548
> Self-supervised learning algorithms based on instance discrimination train encoders to be invar…
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- What is the new config file `yolov4-tiny_contrastive.cfg`?
- When do we use it?
- How do we use it?
I see the `filters=...` on line 413 is: `(number_of_classes + 5) * 9`. (The mask on line 41…
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## Why
Machine Learning 輪講は最新の技術や論文を追うことで、エンジニアが「技術で解決できること」のレベルをあげていくことを目的にした会です。
prev. #48
## What
話したいことがある人はここにコメントしましょう!
面白いものを見つけた時点でとりあえず話すという宣言だけでもしましょう!
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DINOv2 seems powerful in some applications like CLIP, maybe a similar Alpha-DINOv2 is very useful too
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Hi, Thank you for sharing your code. I would like to reproduce your results on CIFAR-10, I ran your original code with 4 GPUs and the results are attached below. My final ACC (NMI) after 990 epochs is…
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Mse (sim(new clip image, new clip text), sim(original clip image), sim (original clip text))
Could be completely instead of alignment or in addition to