Artificial Intelligence
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Artificial Intelligence

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β†ͺ️ Inverting Gradients - How easy is it to break Privacy in Federated Learning?

Github: https://github.com/JonasGeiping/invertinggradients

Paper: https://arxiv.org/abs/2003.14053

Dataset: https://paperswithcode.com/dataset/cifar-10

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🎯 Language-guided Semantic Style Transfer of 3D Indoor Scenes

Github: https://github.com/air-discover/lasst

Paper: https://arxiv.org/abs/2208.07870v1

Dataset: https://paperswithcode.com/dataset/scannet

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βš› DeePMD-kit Manual

A novel attention mechanism, which is highly effective for representing the conformation and chemical spaces of atomic systems and learning the PES

Github: https://github.com/deepmodeling/deepmd-kit

Paper: https://arxiv.org/abs/2208.08236v1

Docs: https://deepmd.readthedocs.io/

Dataset: https://paperswithcode.com/dataset/materials-project

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πŸ‘©β€πŸ¦³ Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment

Github: https://github.com/taeu/style-your-hair

Paper: https://arxiv.org/abs/2208.07765v1

Dataset: https://paperswithcode.com/dataset/ffhq

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Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation

Github: https://github.com/simonzeng7108/video-transunet

Paper: https://arxiv.org/abs/2208.08315v1

Model

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🧩 RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection

Github: https://github.com/chasel-tsui/mmdet-rfla

Paper: https://arxiv.org/abs/2208.08738v1

Dataset: https://paperswithcode.com/dataset/tinyperson

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Visual Pursuit Control based on Gaussian Processes with Switched Motion Trajectories

Github: https://github.com/marciska/vpc-library

Paper: https://arxiv.org/abs/2208.08645v1

Starter guide: https://github.com/marciska/vpc-library/blob/main/QUICK_START.md

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PyMIC: A Pytorch-Based Toolkit for Medical Image Computing

pip install PYMIC

Github: https://github.com/hilab-git/pymic

Paper: https://arxiv.org/abs/2208.09350v1

MyoPS: https://github.com/HiLab-git/MyoPS2020

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πŸ§β€β™‚ PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling

Github: https://github.com/naver/posebert

Paper: https://arxiv.org/abs/2208.10211v1

Dataset: https://paperswithcode.com/dataset/3dpw

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πŸ“² Arbitrary Shape Text Detection via Segmentation with Probability Maps

an innovative and robust segmentation-based detection method via probability maps for accurately detecting text instances.

Github: https://github.com/gxym/textpms

Paper: https://arxiv.org/abs/2208.12419v1

Dataset: https://paperswithcode.com/dataset/msra-td500

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βœ’οΈ Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity

novel approach that first trains the classifier to measure the importance of each sentence

Github: https://github.com/ddehun/coling2022_reweighting_sts

Paper: https://arxiv.org/abs/2208.13376v2

Dataset: https://paperswithcode.com/dataset/mrpc

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