Artificial Intelligence
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Artificial Intelligence

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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

@ArtificialIntelligencedl
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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

@ArtificialIntelligencedl
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πŸ’« AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System

AccoMontage2, a system capable of doing full-length song harmonization and accompaniment arrangement based on a lead melod

Github: https://github.com/billyblu2000/accomontage2

Paper: https://arxiv.org/abs/2209.00353v1

Dataset: https://drive.google.com/drive/folders/1z8oW16dZtdS06woHc7_rxserNJRrkc4s?usp=sharing

@ArtificialIntelligencedl
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πŸ“ Structural Bias for Aspect Sentiment Triplet Extraction

Github: https://github.com/genezc/structbias

Paper: https://arxiv.org/abs/2209.00820v1

@ArtificialIntelligencedl
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⚑️ Continual Learning: Fast and Slow

Dual Networks a general continual learning framework comprising a fast learning system for supervised learning of pattern-separated representation.

Github: https://github.com/phquang/DualNet

Paper: https://arxiv.org/abs/2209.02370v1

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

@ArtificialIntelligencedl
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🧠 Morphology-preserving Autoregressive 3D Generative Modelling of the Brain

Github: https://github.com/amigolab/synthanatomy

Paper: https://arxiv.org/abs/2209.03177v1

Project: https://amigos.ai/thisbraindoesnotexist/

@ArtificialIntelligencedl
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Forwarded from Machinelearning
πŸ”₯ YOLOv6

YOLOv6-N hits 35.9% AP on COCO dataset with 1234 FPS on T4. YOLOv6-S strikes 43.5% AP with 495 FPS, and the quantized YOLOv6-S model achieves 43.3% AP at a accelerated speed of 869 FPS on T4.

git clone https://github.com/meituan/YOLOv6
cd YOLOv6
pip install -r requirements.txt


βš™οΈ Github
➑️ Paper
βœ”οΈ Colab
πŸ’» Quantization Tutorial
πŸ“„ Dataset

@ai_machinelearning_big_data
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πŸ’¬ Text-Free Learning of a Natural Language Interface for Pretrained Face Generators

Fast text2StyleGAN, a natural language interface that adapts pre-trained GANs for text-guided human face synthesis.

pip install git+https://github.com/openai/CLIP.git

Github: https://github.com/duxiaodan/fast_text2stylegan

Paper: https://arxiv.org/abs/2209.03177v1

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

@ArtificialIntelligencedl
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πŸ’¬ AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog

git clone https://github.com/Tomiinek/Aargh.git
cd Aargh
pip install -e .


Github: https://github.com/tomiinek/aargh

Paper: https://arxiv.org/abs/2209.03632v1

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

@ArtificialIntelligencedl
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πŸ”­ AiRLoc: Aerial View Goal Localization with Reinforcement Learning

conda create -n airloc
conda activate airloc
pip install -r requirements.txt


Github: https://github.com/aleksispi/airloc

Paper: https://arxiv.org/abs/2209.03694v1

@ArtificialIntelligencedl
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πŸ’« F-COREF: Fast, Accurate and Easy to Use Coreference Resolution

a python package for fast, accurate, and easy-to-use English coreference resolution.

pip install fastcoref

Github: https://github.com/shon-otmazgin/fastcoref

Paper: https://arxiv.org/abs/2209.04280v2

Dataset: https://paperswithcode.com/dataset/multi-news

@ArtificialIntelligencedl
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