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Computer Science 論文レビュー
Computer Science 分野の主要論文を動機・手法・結果に構造化した AI 論文レビュー一覧です。
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Meta-SGD: Learning to Learn Quickly for Few-Shot Learning
Zhenguo Li, Fengwei Zhou, +2
arXiv (Cornell University)
|
2017
|
839 citations
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
Chien-Yao Wang, Alexey Bochkovskiy, +1
arXiv (Cornell University)
|
2022
|
834 citations
Hierarchical Graph Representation Learning with Differentiable Pooling
Rex Ying, Jiaxuan You, +4
arXiv (Cornell University)
|
2018
|
833 citations
Image Segmentation in Video Sequences: A Probabilistic Approach
Nir Friedman, Stuart Russell
arXiv (Cornell University)
|
2013
|
830 citations
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
Wenjie Luo, Yujia Li, +2
arXiv (Cornell University)
|
2017
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823 citations
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay
Leslie N. Smith
arXiv (Cornell University)
|
2018
|
822 citations
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Junnan Li, Ramprasaath R. Selvaraju, +4
arXiv (Cornell University)
|
2021
|
822 citations
SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar, Jian Zhang, +2
arXiv (Cornell University)
|
2016
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822 citations
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Mohammad Shoeybi, Mostofa Patwary, +4
arXiv (Cornell University)
|
2019
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821 citations
Voice Recognition Algorithms using Mel Frequency Cepstral Coefficient (MFCC) and Dynamic Time Warping (DTW) Techniques
Lindasalwa Muda, M. Humrosia Begam, +1
arXiv (Cornell University)
|
2010
|
821 citations
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