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well-written-papers.md

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Several criteria to distinguish high-quality papers

  1. Self-contained: do not leave important concepts unexplained to readers.
  2. Crystal clear
  3. Does this paper provide New findings/insights in the forcused research field?
  4. Does the rationale begind new observations or conclusions well explained? (why the proposed method is superior?)
  5. Is the problem setting resonable or practical? (Is the studied problem significant?)

Year Conference/Journal Title Remarks
2021 Arxiv Not All Images are Worth 16x16 Words: Dynamic Vision Transformers with Adaptive Sequence Length nice picture
2019 ICML EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks by Google
2019 ICML Complementary-Label Learning for Arbitrary Losses and Models supp
2020 ICLR submission CONSISTENCY REGULARIZATION FOR GENERATIVE ADVERSARIAL NETWORKS Consistency Regularization + GAN