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## 집현전 중급반 스터디
- 2022년 5월 29일 일요일 9시
- 허은진님 원혜진님 정민지님 최석민님 발표
- 논문 링크: https://arxiv.org/abs/1908.10084
> ### Abstract
> BERT (Devlin et al., 2018) and RoBERTa (Liu et al., 2019) has set a new …
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Hello,
Thank you for the tool. I have trained a Siamese network and stored the weights in an `.h5` file after I finished training:
`model.save('siamese_h5_model.h5')`
Next, I am trying to plo…
Avv22 updated
6 months ago
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Hi,
I had a look at this issue https://github.com/vlfeat/matconvnet/issues/253
I am trying to append a [vl_nnpdist](http://www.vlfeat.org/matconvnet/mfiles/vl_nnpdist/) block as a last layer to const…
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The Goal of the project is to do Face recognition task using Siamese Neural Network that is trained over a triplet loss function , This is useful in situations where you have limited dataset for train…
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## 🚀 Feature
I would like to contribute to the pytorch (in python and c++) by adding the [ contrastive loss/siamese_margin_loss](http://yann.lecun.com/exdb/publis/pdf/hadsell-chopra-lecun-06.pdf) f…
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Image similarity
- https://www.kaggle.com/kmader/image-similarity-with-siamese-networks
- https://www.kaggle.com/seesee/siamese-pretrained-0-822
- https://github.com/sujitpal/holiday-similarity
…
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### 論文へのリンク
[[arXiv:1908.10084] Sentence-BERT: Sentence Embeddings using Siamese BERT-Network](https://arxiv.org/abs/1908.10084)
### 著者・所属機関
Nils Reimers, Iryna Gurevych
- Ubiquitous Knowl…
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For interpretability of siamese-like networks with two legs (blocks of BiLSTM), I need to get the gradients of output (similarity value between 0-1) with respect to two inputs (two sequence) for which…
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[siamese vs cross encoder](https://www.researchgate.net/figure/Illustration-of-conventional-transformer-encoders-A-siamese-encoder-users-browsed_fig1_351063063)
[cross encoder](https://www.sbert.net/…
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Investigate the possibility to replace the detection part in YOLO architechture.
Examples could be including foundational models like SegmentAnything, Dino (Meta)
or Siamese neural networks.