The most cited deep learning papers
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Jan 18, 2024 - TeX
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Deep learning
Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.
Here are 334 public repositories matching this topic...
List of articles related to deep learning applied to music
audio music lists list machine-learning awesome deep-neural-networks research deep-learning neural-network article unicorns resources music-information-retrieval neural-networks awesome-list deeplearning bib music-genre-classification audio-processing
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Dec 15, 2023 - TeX
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
tex machine-learning natural-language-processing deep-learning machine-translation neural-machine-translation statistical-machine-translation
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Sep 14, 2024 - TeX
A selection of state-of-the-art research materials on trajectory prediction
machine-learning computer-vision deep-learning paper traffic artificial-intelligence trajectory-generation social-interactions multiagent-systems behavior-analysis autonomous-driving autonomous-vehicles trajectory-prediction multiagent-learning human-trajectory-prediction motion-prediction behavior-prediction path-predictions vehicle-trajectory pedestrian-trajectories
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Sep 28, 2024 - TeX
Deep Learning Papers on Medical Image Analysis
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Apr 1, 2022 - TeX
My Reading Lists of Deep Learning and Natural Language Processing
machine-learning natural-language-processing reinforcement-learning deep-learning robotics paper language-model bibtex-references commonsense vision-and-language source-code-link
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Apr 30, 2022 - TeX
A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP
deep-learning remote-sensing classification object-detection transfer-learning semantic-segmentation change-detection self-supervised-learning vision-transformer
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Jun 6, 2024 - TeX
Deep Learning for Vision-based Prediction
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Feb 9, 2025 - TeX
LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)
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Nov 17, 2021 - TeX
A comprehensive list [AIM@IJCAI'21, P3M@MM'21, GFM@IJCV'22, RIM@CVPR'23, P3MNet@IJCV'23] of our research works related to image matting, including papers, codes, datasets, demos, and citations. Note: The repo for [IJCV'23] "Rethinking Portrait Matting with Privacy Preserving" has been moved to: https://github.com/ViTAE-Transformer/P3M-Net
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Apr 11, 2023 - TeX
My CS231n lecture notes
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Aug 10, 2018 - TeX
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Aug 1, 2024 - TeX
Deep Learning for Natural Language Processing - Lectures 2023
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Sep 6, 2024 - TeX
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow machine-learning-algorithms tutorials tensorflow-tutorials lecture-notes deep-learning-tutorial lecture-material tutorial-exercises machine-learning-tutorials
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Dec 3, 2019 - TeX
vulnerability detection in python source code with LSTM networks
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Mar 17, 2020 - TeX
R 语言数据科学导论 | Data Science Introduction with R
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Jan 1, 2026 - TeX
Mathematics paper recapitulating the calculus behind a neural network and its back propagation
machine-learning deep-learning neural-network math guide artificial-neural-network backpropagation forward-propagation
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May 21, 2020 - TeX
Stock price prediction using a Temporal Fusion Transformer
python machine-learning deep-learning stock-market tft stock-prediction time-series-analysis transformer-models temporal-fusion-transformer
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Apr 4, 2023 - TeX
Lecture Notes for Robotics, Cognition, Intelligence @ TUM
computer-science education intelligence computer-vision university deep-learning robotics tum artificial-intelligence cognition lecture-notes
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Sep 25, 2023 - TeX
📝 References list for machine learning and deep learning in computer vision.
python machine-learning roadmap computer-vision deep-learning tensorflow pytorch artificial-intelligence
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Aug 1, 2022 - TeX
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