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Category: MachineLearning

Most Influential ICML Papers

The International Conference on Machine Learning (ICML) is one of the top machine learning conferences in the world. Paper Digest Team analyze all papers published on ICML in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the most influential papers from other conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-03)

Most Influential NIPS Papers

The Conference on Neural Information Processing Systems (NIPS) is one of the top machine learning conferences in the world. Paper Digest Team analyze all papers published on NIPS in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the most influential papers from other conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-03)

Paper Digest: Recent Papers on Deep Fake

Paper Digest Team extracted all recent Deep Fake related papers on our radar, and generated highlight sentences for them. The results are then sorted by relevance & date. In addition to this 'static' page, we also provide a real-time version of this article, which has more coverage and is updated in real time to include the most recent updates on this topic.

Most Influential ICML Papers (2021-02)

The International Conference on Machine Learning (ICML) is one of the top machine learning conferences in the world. Paper Digest Team analyze all papers published on ICML in the past years, and presents the 10 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest updates of the most influential papers from different conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-02)

Most Influential ICLR Papers (2021-02)

The International Conference on Learning Representations (ICLR) is one of the top machine learning conferences in the world. Paper Digest Team analyze all papers published on ICLR in the past years, and presents the 10 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest updates of the most influential papers from different conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-02)

Most Influential NIPS Papers (2021-02)

The Conference on Neural Information Processing Systems (NIPS) is one of the top machine learning conferences in the world. Paper Digest Team analyze all papers published on NIPS in the past years, and presents the 10 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest updates of the most influential papers from different conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-02)

Paper Digest: ICLR 2021 Highlights

Download ICLR-2021-Paper-Digests.pdf- highlights of all ICLR-2021 papers. Readers can also choose to read this highlight article on our console, which allows users to filter out papers using keywords.

The International Conference on Learning Representations (ICLR) is one of the top machine learning conferences in the world. In 2021, it is to be held online. In the following highlight list, paper 1-53 correspond to oral presentations; paper 54-167 correspond to spotlight presentations; paper 168-860 correspond to poster presentations. Different from all other conferences, some ICLR papers come with author-created one-sentence summaries. We keep such summaries as highlights if they are available and provide machine generated highlights otherwise.

NeurIPS 2020 Papers with Code/Data

We identified >150 NeurIPS 2020 papers that have code or data published. We list all of them in the following table. Since the extraction step is done by machines, we may miss some papers. Let us know if more papers can be added to this table.

Readers are also encouraged to read our NeurIPS 2020 highlights, which associates each NeurIPS-2020 paper with a one sentence highlight.

Paper Digest: NeurIPS 2020 Highlights

Download NIPS-2020-Paper-Digests.pdf- Highlights of all 1,899 NeurIPS-2020 papers. Readers can choose to read all these highlights on our console as well, which allows users to filter out papers using keywords and find related papers, patents, etc. In addition, we identified a large number of papers that have published their code and data. Here is the (code/data download page).

The Conference on Neural Information Processing Systems (NIPS) is one of the top machine learning conferences in the world. In 2020, it is to be held online due to coivd-19 pandemic.

To help the community quickly catch up on the work presented in this conference, Paper Digest Team processed all accepted papers, and generated one highlight sentence (typically the main topic) for each paper. Readers are encouraged to read these machine generated highlights / summaries to quickly get the main idea of each paper.

Recent Grants Related to Autopilot / Self-Driving Car

To help academic community quickly catch up on the most recent research grants awarded by US government, Paper Digest Team extracted all grants related to Autopilot / Self-Driving Car on our radar (including old grants related to this topic). These results are sorted by relevance & date and will be updated on a weekly basis.