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470

other

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Official PyTorch implementation of Fully Attentional Networks

coco backbone imagenet pre-train cityscapes corruption deep-learning self-attention visual-grouping object-detection visual-recognition out-of-distribution vision-transformers image-classification semantic-segmentation information-bottleneck

Created 2022-04-20

18 commits to master branch, last one 2 years ago

Awesome-Information-Bottleneck ZIYU-DEEP

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332

mit

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This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

information awesome-list deep-learning deep-neural-networks information-bottleneck deep-reinforcement-learning

Created 2021-09-09

48 commits to main branch, last one 7 months ago

GIB snap-stanford

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mit

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Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

robustness node-classification graph-neural-networks information-bottleneck representation-learning

Created 2020-06-11

5 commits to master branch, last one 2 years ago

WSI-finetuning invoker-LL

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unknown

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This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.

wsi end-to-end fine-tuning breast-cancer cervical-cancer mutual-information information-bottleneck computational-pathology

Created 2023-03-14

24 commits to main branch, last one 8 months ago

PAC-Bayes-IB RyanWangZf

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unknown

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Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.

information-bottleneck

Created 2021-02-25

19 commits to main branch, last one 2 years ago