Fréchet inception distance (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Fréchet inception distance" in English language version.

refsWebsite

Global rank English rank

10arxiv.org

69^th place

59^th place

6doi.org

2^nd place

3semanticscholar.org

11^th place

8^th place

2nih.gov

4^th place

1nips.cc

low place

7,050^th place

1thecvf.com

low place

1worldcat.org

5^th place

1openreview.net

low place

arxiv.org

Heusel, Martin; Ramsauer, Hubert; Unterthiner, Thomas; Nessler, Bernhard; Hochreiter, Sepp (2017). "GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium". Advances in Neural Information Processing Systems. 30. arXiv:1706.08500.
Ho, Jonathan; Salimans, Tim (2022). "Classifier-Free Diffusion Guidance". arXiv:2207.12598 [cs.LG].
Esser, Patrick; Kulal, Sumith; Blattmann, Andreas; Entezari, Rahim; Müller, Jonas; Saini, Harry; Levi, Yam; Lorenz, Dominik; Sauer, Axel (2024-03-05). "Scaling Rectified Flow Transformers for High-Resolution Image Synthesis". arXiv:2403.03206 [cs.CV].
Karras, Tero; Laine, Samuli; Aila, Timo (2020). "A Style-Based Generator Architecture for Generative Adversarial Networks". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP (12): 4217–4228. arXiv:1812.04948. doi:10.1109/TPAMI.2020.2970919. PMID 32012000. S2CID 211022860.
Karras, Tero; Laine, Samuli; Aittala, Miika; Hellsten, Janne; Lehtinen, Jaakko; Aila, Timo (23 March 2020). "Analyzing and Improving the Image Quality of StyleGAN". arXiv:1912.04958 [cs.CV].
Hessel, Jack; Holtzman, Ari; Forbes, Maxwell; Bras, Ronan Le; Choi, Yejin (2021). "CLIPScore: A Reference-free Evaluation Metric for Image Captioning". In Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia; Yih, Scott Wen-tau (eds.). Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7–11 November, 2021. Association for Computational Linguistics. pp. 7514–7528. arXiv:2104.08718. doi:10.18653/V1/2021.EMNLP-MAIN.595.
Lin, Tsung-Yi; Maire, Michael; Belongie, Serge; Bourdev, Lubomir; Girshick, Ross; Hays, James; Perona, Pietro; Ramanan, Deva; Zitnick, C. Lawrence (2015-02-20). "Microsoft COCO: Common Objects in Context". arXiv:1405.0312 [cs.CV].
Preuer, Kristina; Renz, Philipp; Unterthiner, Thomas; Hochreiter, Sepp; Klambauer, Günter (2018-09-24). "Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery". Journal of Chemical Information and Modeling. 58 (9): 1736–1741. arXiv:1803.09518. doi:10.1021/acs.jcim.8b00234. PMID 30118593. S2CID 51892387.
Chong, Min Jin; Forsyth, David (2020-06-15). "Effectively Unbiased FID and Inception Score and where to find them". arXiv:1911.07023 [cs.CV].
Liu, Shaohui; Wei, Yi; Lu, Jiwen; Zhou, Jie (2018-07-19). "An Improved Evaluation Framework for Generative Adversarial Networks". arXiv:1803.07474 [cs.CV].

doi.org

Karras, Tero; Laine, Samuli; Aila, Timo (2020). "A Style-Based Generator Architecture for Generative Adversarial Networks". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP (12): 4217–4228. arXiv:1812.04948. doi:10.1109/TPAMI.2020.2970919. PMID 32012000. S2CID 211022860.
Jayasumana, Sadeep; Ramalingam, Srikumar; Veit, Andreas; Glasner, Daniel; Chakrabarti, Ayan; Kumar, Sanjiv (2024). "Rethinking FID: Towards a Better Evaluation Metric for Image Generation". IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16–22, 2024. IEEE. pp. 9307–9315. doi:10.1109/CVPR52733.2024.00889.
Hessel, Jack; Holtzman, Ari; Forbes, Maxwell; Bras, Ronan Le; Choi, Yejin (2021). "CLIPScore: A Reference-free Evaluation Metric for Image Captioning". In Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia; Yih, Scott Wen-tau (eds.). Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7–11 November, 2021. Association for Computational Linguistics. pp. 7514–7528. arXiv:2104.08718. doi:10.18653/V1/2021.EMNLP-MAIN.595.
Dowson, D. C; Landau, B. V (1 September 1982). "The Fréchet distance between multivariate normal distributions". Journal of Multivariate Analysis. 12 (3): 450–455. doi:10.1016/0047-259X(82)90077-X. ISSN 0047-259X.
Kilgour, Kevin; Zuluaga, Mauricio; Roblek, Dominik; Sharifi, Matthew (2019-09-15). "Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms". Interspeech 2019: 2350–2354. doi:10.21437/Interspeech.2019-2219. S2CID 202725406.
Preuer, Kristina; Renz, Philipp; Unterthiner, Thomas; Hochreiter, Sepp; Klambauer, Günter (2018-09-24). "Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery". Journal of Chemical Information and Modeling. 58 (9): 1736–1741. arXiv:1803.09518. doi:10.1021/acs.jcim.8b00234. PMID 30118593. S2CID 51892387.

nih.gov

pubmed.ncbi.nlm.nih.gov

Karras, Tero; Laine, Samuli; Aila, Timo (2020). "A Style-Based Generator Architecture for Generative Adversarial Networks". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP (12): 4217–4228. arXiv:1812.04948. doi:10.1109/TPAMI.2020.2970919. PMID 32012000. S2CID 211022860.
Preuer, Kristina; Renz, Philipp; Unterthiner, Thomas; Hochreiter, Sepp; Klambauer, Günter (2018-09-24). "Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery". Journal of Chemical Information and Modeling. 58 (9): 1736–1741. arXiv:1803.09518. doi:10.1021/acs.jcim.8b00234. PMID 30118593. S2CID 51892387.

nips.cc

papers.nips.cc

Heusel, Martin; Ramsauer, Hubert; Unterthiner, Thomas; Nessler, Bernhard; Hochreiter, Sepp (2017). "GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium". Advances in Neural Information Processing Systems. 30. arXiv:1706.08500.

openreview.net

Unterthiner, Thomas; Steenkiste, Sjoerd van; Kurach, Karol; Marinier, Raphaël; Michalski, Marcin; Gelly, Sylvain (2019-03-27). "FVD: A new Metric for Video Generation". Open Review.

semanticscholar.org

api.semanticscholar.org

Karras, Tero; Laine, Samuli; Aila, Timo (2020). "A Style-Based Generator Architecture for Generative Adversarial Networks". IEEE Transactions on Pattern Analysis and Machine Intelligence. PP (12): 4217–4228. arXiv:1812.04948. doi:10.1109/TPAMI.2020.2970919. PMID 32012000. S2CID 211022860.
Kilgour, Kevin; Zuluaga, Mauricio; Roblek, Dominik; Sharifi, Matthew (2019-09-15). "Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms". Interspeech 2019: 2350–2354. doi:10.21437/Interspeech.2019-2219. S2CID 202725406.
Preuer, Kristina; Renz, Philipp; Unterthiner, Thomas; Hochreiter, Sepp; Klambauer, Günter (2018-09-24). "Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery". Journal of Chemical Information and Modeling. 58 (9): 1736–1741. arXiv:1803.09518. doi:10.1021/acs.jcim.8b00234. PMID 30118593. S2CID 51892387.

thecvf.com

openaccess.thecvf.com

Jayasumana, Sadeep; Ramalingam, Srikumar; Veit, Andreas; Glasner, Daniel; Chakrabarti, Ayan; Kumar, Sanjiv (2024). "Rethinking FID: Towards a Better Evaluation Metric for Image Generation". IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16–22, 2024. IEEE. pp. 9307–9315. doi:10.1109/CVPR52733.2024.00889.

worldcat.org

search.worldcat.org

Dowson, D. C; Landau, B. V (1 September 1982). "The Fréchet distance between multivariate normal distributions". Journal of Multivariate Analysis. 12 (3): 450–455. doi:10.1016/0047-259X(82)90077-X. ISSN 0047-259X.