transformer-models

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

machine-learning text-summarization summarization albert extractive-summarization automatic-summarization bert roberta transformer-models pytorch-lightning distilbert summarization-dataset

Updated Dec 12, 2022
Python

ThilinaRajapakse / pytorch-transformers-classification

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Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

natural-language-processing text-classification huggingface pytorch-transformers transformer-models

Updated May 9, 2020
Jupyter Notebook

imperial-qore / TranAD

Star

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

unsupervised-learning anomaly-detection adversarial-learning multi-head-attention transformer-models

Updated Mar 8, 2023
Python

dpressel / mint

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MinT: Minimal Transformer Library and Tutorials

transformers tutorials pytorch transformer bart gpt bert opt roberta gpt2 t5 transformer-models sentence-transformers

Updated Jul 26, 2022
Python

cuiziteng / Illumination-Adaptive-Transformer

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[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

image-reconstruction pytorch semantic-segmentation image-restoration image-enhancement low-level-vision transformer-architecture exposure-correction bmvc low-light-enhance transformer-models

Updated Mar 9, 2023
Python

audeering / w2v2-how-to

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How to use our public wav2vec2 dimensional emotion model

deep-learning valence arousal onnx speech-emotion-recognition dominance transformer-models wav2vec2 msp-podcast

Updated Jan 4, 2023
Jupyter Notebook

xashru / punctuation-restoration

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Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

deep-learning pytorch bangla bert punctuation-marks transformer-models punctuation-restoration

Updated Jan 31, 2022
Python

RetroCirce / HTS-Audio-Transformer

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The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

python music-information-retrieval audio-classification sound-event-detection transformer-models

Updated Jul 27, 2022
Python

davidnvq / grit

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GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)

image-captioning object-detection nocaps image-cap transformer-models detr coco-captions swin-transformer region-based-method eccv2022

Updated Feb 24, 2023
Python

RetroCirce / Zero_Shot_Audio_Source_Separation

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The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

python music-information-retrieval zero-shot-learning audio-source-separation transformer-models query-based-learning

Updated Jul 14, 2022
Python

yizhongw / Tk-Instruct

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Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

zero-shot-learning instruction few-shot-learning transformer-models cross-task-generalization

Updated Oct 28, 2022
Python

crockwell / rel_pose

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Official Repository for the 3DV 2022 paper "The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs"

machine-learning computer-vision 3d-vision transformer-models vision-transformer

Updated Jan 17, 2023
Python

cptq / SignNet-BasisNet

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SignNet and BasisNet

machine-learning deep-learning graph graph-machine-learning graph-convolutional-networks graph-neural-networks transformer-models graph-transformer

Updated Nov 13, 2022
Python

sagizty / Multi-Stage-Hybrid-Transformer

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Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer https://ieeexplore.ieee.org/document/10006398

deep-learning pancreatic-cancer transformer-models hybrid-models cytopathology multi-scale-model

Updated Feb 13, 2023
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