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awesome-ml-survey-papers
List of curated survey papers in machine/deep learning
https://github.com/karims/awesome-ml-survey-papers
- A Survey of Transformers - arXiv preprint arXiv:2106.04554, 2021
- Transformers in Vision: A Survey - arXiv preprint arXiv 2021
- A Survey on Vision Transformer - arXiv:2012.12556 arXiv 2021
- Practical Survey on Faster and Lighter Transformers - arXiv preprint arXiv:2103.14636, 2021
- Efficient transformers: A survey - arXiv preprint arXiv:2009.06732, 2020
- Survey: Transformer based Video-Language Pre-training - arXiv:2109.09920
- A Survey on Machine Reading Comprehension—Tasks, Evaluation Metrics and Benchmark Datasets - Applied Sciences, 2020 - mdpi.com
- Pretrained Language Models for Text Generation: A Survey - Rong Wen arXiv:2105.10311, 2021
- The survey: Text generation models in deep learning
- A survey of evaluation metrics used for NLG systems - arXiv preprint arXiv:2008.12009, 2020
- Towards User-Centric Text-to-Text Generation: A Survey
- Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering - Seng Chua... 2021
- Conversational Question Answering: A Survey
- Visual question answering using deep learning: A survey and performance analysis - … Conference on Computer …, 2020
- Biomedical Question Answering: A Survey of Approaches and Challenges
- A survey on complex question answering over knowledge base: Recent advances and challenges - arXiv preprint arXiv:2007.13069, 2020
- Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey
- Conversational Question Answering: A Survey
- Advances in Multi-turn Dialogue Comprehension: A Survey
- An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
- A Survey of Data Augmentation Approaches for NLP
- A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data
- A Survey of Race, Racism, and Anti-Racism in NLP
- Language (Technology) is Power: A Critical Survey of “Bias” in NLP
- Representing Numbers in NLP: a Survey and a Vision
- Visual-and-Language Navigation: A Survey and Taxonomy
- A survey on Semi-, Self- and Unsupervised Learning for Image Classification - Martin Schröder, Reinhard Koch.. 2021
- A Survey on Deep Visual Place Recognition
- Deep Learning for Image Super-resolution: A Survey
- A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
- Low-Light Image and Video Enhancement Using Deep Learning: A Survey - Ming Cheng, Jinwei Gu, Chen Change Loy
- A Comprehensive Survey on Image Dehazing Based on Deep Learning
- Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey
- A survey on deep geometry learning: From a representation perspective - Computational Visual Media, 2020
- From Show to Tell: A Survey on Image Captioning
- Image Captioning based on Deep Learning Methods: A Survey
- A Comprehensive Survey of Deep Learning for Image Captioning
- A Survey on Biomedical Image Captioning
- [Image Segmentation Using Deep Learning: A Survey
- A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time
- Video Question Answering: a Survey of Models and Datasets
- A Survey of Hand Crafted and Deep Learning Methods for Image Aesthetic Assessment
- Deep Learning for Fine-Grained Image Analysis: A Survey - Shen Wei, Jianxin Wu, Quan Cui
- Deep learning-enabled medical computer vision
- Self-supervised learning methods and applications in medical imaging analysis: A survey
- Medical Image Segmentation Using Deep Learning: A Survey
- Deep Learning for Biomedical Image Reconstruction: A Survey
- A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis
- A survey on shape-constraint deep learning for medical image segmentation
- MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art
- Deep Learning the Electromagnetic Properties of Metamaterials—A Comprehensive Review