Most-cited Computer Science papers of 2022, with free PDFs
The 25 most-cited Computer Science research papers published in 2022, ranked by citations in OpenAlex, with their original abstracts and free PDFs where available.
- Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee et al. · 2022 · 4,718 citations · Free PDF - A Survey on Vision Transformer
Kai Han, Yunhe Wang et al. · 2022 · 4,623 citations · Free PDF - Instant neural graphics primitives with a multiresolution hash encoding
Thomas Müller, Alex Evans et al. · 2022 · 4,104 citations · Free PDF - Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
Pengfei Liu, Weizhe Yuan et al. · 2022 · 3,877 citations · Free PDF - Transformers in Vision: A Survey
Salman Hameed Khan, Muzammal Naseer et al. · 2022 · 3,564 citations · Free PDF - PubChem 2023 update
Sunghwan Kim, Jie Chen et al. · 2022 · 3,398 citations - Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy
Yogesh Kumar Dwivedi, Laurie Hughes et al. · 2022 · 2,734 citations · Free PDF - Understanding the role of digital technologies in education: A review
Abid Haleem, Mohd Javaid et al. · 2022 · 2,624 citations - Attention mechanisms in computer vision: A survey
Meng-Hao Guo, Tian-Xing Xu et al. · 2022 · 2,510 citations · Free PDF - PVT v2: Improved baselines with pyramid vision transformer
Wenhai Wang, Enze Xie et al. · 2022 · 2,413 citations · Free PDF - A Dynamic Survey of Graph Labeling
Joseph A. Gallian · 2022 · 2,188 citations - CB-Dock2: improved protein–ligand blind docking by integrating cavity detection, docking and homologous template fitting
Yang Liu, Xiaocong Yang et al. · 2022 · 2,065 citations - Complex heatmap visualization
Zuguang Gu · 2022 · 1,905 citations - WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
Sanyuan Chen, Chengyi Wang et al. · 2022 · 1,898 citations · Free PDF - Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review
Ahmed G. Gad · 2022 · 1,877 citations · Free PDF - A Metaverse: Taxonomy, Components, Applications, and Open Challenges
Sangmin Park, Young‐Gab Kim · 2022 · 1,821 citations - Image Super-Resolution Via Iterative Refinement
Chitwan Saharia, Jonathan Ho et al. · 2022 · 1,771 citations · Free PDF - Why 90% of clinical drug development fails and how to improve it?
Duxin Sun, Wei Gao et al. · 2022 · 1,734 citations - Noisy intermediate-scale quantum algorithms
Kishor Bharti, Alba Cervera-Lierta et al. · 2022 · 1,719 citations · Free PDF - A Survey on Metaverse: Fundamentals, Security, and Privacy
Yuntao Wang, Zhou Su et al. · 2022 · 1,576 citations · Free PDF - Question Answering For Toxicological Information Extraction
Ferreira, Bruno Carlos Luís, Gonçalo Oliveira, Hugo et al. · 2022 · 1,534 citations - Particle Swarm Optimization: A Comprehensive Survey
Tareq M. Shami, Ayman A. El‐Saleh et al. · 2022 · 1,433 citations - The Liver Tumor Segmentation Benchmark (LiTS)
Patrick Bilic, Patrick Ferdinand Christ et al. · 2022 · 1,413 citations · Free PDF - Explainable AI (XAI): Core Ideas, Techniques, and Solutions
Rudresh Dwivedi, Devam Dave et al. · 2022 · 1,360 citations - The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke et al. · 2022 · 1,330 citations · Free PDF
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