Differentiable programming (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Differentiable programming" in English language version.

refsWebsite

Global rank English rank

7doi.org

2^nd place

6arxiv.org

69^th place

59^th place

3semanticscholar.org

11^th place

8^th place

3nih.gov

4^th place

2nips.cc

low place

7,050^th place

2web.archive.org

1^st place

2sysml.cc

low place

2harvard.edu

18^th place

17^th place

2handle.net

102^nd place

76^th place

2worldcat.org

5^th place

1jmlr.org

low place

1esa.int

1,482^nd place

1,468^th place

1pytorch.org

low place

1mit.edu

415^th place

327^th place

1ucsd.edu

1,933^rd place

1,342^nd place

arxiv.org (Global: 69^th place; English: 59^th place)

Izzo, Dario; Biscani, Francesco; Mereta, Alessio (2017). "Differentiable Genetic Programming". Genetic Programming. Lecture Notes in Computer Science. Vol. 10196. pp. 35–51. arXiv:1611.04766. doi:10.1007/978-3-319-55696-3_3. ISBN 978-3-319-55695-6. S2CID 17786263.
Innes, Mike; Edelman, Alan; Fischer, Keno; Rackauckas, Chris; Saba, Elliot; Viral B Shah; Tebbutt, Will (2019). "A Differentiable Programming System to Bridge Machine Learning and Scientific Computing". arXiv:1907.07587 [cs.PL].
Innes, Michael; Saba, Elliot; Fischer, Keno; Gandhi, Dhairya; Marco Concetto Rudilosso; Neethu Mariya Joy; Karmali, Tejan; Pal, Avik; Shah, Viral (2018). "Fashionable Modelling with Flux". arXiv:1811.01457 [cs.PL].
Innes, Michael (2018). "Don't Unroll Adjoint: Differentiating SSA-Form Programs". arXiv:1810.07951 [cs.PL].
Degrave, Jonas; Hermans, Michiel; Dambre, Joni; wyffels, Francis (2016). "A Differentiable Physics Engine for Deep Learning in Robotics". arXiv:1611.01652 [cs.NE].
Li, Li; Hoyer, Stephan; Pederson, Ryan; Sun, Ruoxi; Cubuk, Ekin D.; Riley, Patrick; Burke, Kieron (2021). "Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics". Physical Review Letters. 126 (3) 036401. arXiv:2009.08551. Bibcode:2021PhRvL.126c6401L. doi:10.1103/PhysRevLett.126.036401. PMID 33543980.

doi.org (Global: 2^nd place; English: 2^nd place)

Izzo, Dario; Biscani, Francesco; Mereta, Alessio (2017). "Differentiable Genetic Programming". Genetic Programming. Lecture Notes in Computer Science. Vol. 10196. pp. 35–51. arXiv:1611.04766. doi:10.1007/978-3-319-55696-3_3. ISBN 978-3-319-55695-6. S2CID 17786263.
Li, Li; Hoyer, Stephan; Pederson, Ryan; Sun, Ruoxi; Cubuk, Ekin D.; Riley, Patrick; Burke, Kieron (2021). "Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics". Physical Review Letters. 126 (3) 036401. arXiv:2009.08551. Bibcode:2021PhRvL.126c6401L. doi:10.1103/PhysRevLett.126.036401. PMID 33543980.
Li, Tzu-Mao; Aittala, Miika; Durand, Frédo; Lehtinen, Jaakko (2018). "Differentiable Monte Carlo Ray Tracing through Edge Sampling". ACM Transactions on Graphics. 37 (6): 222:1–11. doi:10.1145/3272127.3275109. S2CID 52839714.
Chen, Ni; Cao, Liangcai; Poon, Ting-Chung; Lee, Byoungho; Lam, Edmund Y. (2023). "Differentiable Imaging: A New Tool for Computational Optical Imaging". Advanced Physics Research. 2 (6) 2200118. doi:10.1002/apxr.202200118. hdl:10754/686576. ISSN 2751-1200.
Chen, Ni; Brady, David J.; Lam, Edmund Y. (2025-07-04). "Differentiable Imaging: Progress, Challenges, and Outlook". Advanced Devices & Instrumentation. 6 0117. Bibcode:2025AdDI....6..117C. doi:10.34133/adi.0117. ISSN 2767-9713.
Li, Tzu-Mao; Gharbi, Michaël; Adams, Andrew; Durand, Frédo; Ragan-Kelley, Jonathan (August 2018). "Differentiable Programming for Image Processing and Deep Learning in Halide". ACM Transactions on Graphics. 37 (4): 139:1–13. doi:10.1145/3197517.3201383. hdl:1721.1/122623. S2CID 46927588.
AlQuraishi, Mohammed; Sorger, Peter K. (October 2021). "Differentiable biology: using deep learning for biophysics-based and data-driven modeling of molecular mechanisms". Nature Methods. 18 (10): 1169–1180. doi:10.1038/s41592-021-01283-4. PMC 8793939. PMID 34608321.

esa.int (Global: 1,482^nd place; English: 1,468^th place)

"Differential Intelligence". October 2016. Retrieved 2022-10-19.

handle.net (Global: 102^nd place; English: 76^th place)

hdl.handle.net

Chen, Ni; Cao, Liangcai; Poon, Ting-Chung; Lee, Byoungho; Lam, Edmund Y. (2023). "Differentiable Imaging: A New Tool for Computational Optical Imaging". Advanced Physics Research. 2 (6) 2200118. doi:10.1002/apxr.202200118. hdl:10754/686576. ISSN 2751-1200.
Li, Tzu-Mao; Gharbi, Michaël; Adams, Andrew; Durand, Frédo; Ragan-Kelley, Jonathan (August 2018). "Differentiable Programming for Image Processing and Deep Learning in Halide". ACM Transactions on Graphics. 37 (4): 139:1–13. doi:10.1145/3197517.3201383. hdl:1721.1/122623. S2CID 46927588.

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Li, Li; Hoyer, Stephan; Pederson, Ryan; Sun, Ruoxi; Cubuk, Ekin D.; Riley, Patrick; Burke, Kieron (2021). "Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics". Physical Review Letters. 126 (3) 036401. arXiv:2009.08551. Bibcode:2021PhRvL.126c6401L. doi:10.1103/PhysRevLett.126.036401. PMID 33543980.
Chen, Ni; Brady, David J.; Lam, Edmund Y. (2025-07-04). "Differentiable Imaging: Progress, Challenges, and Outlook". Advanced Devices & Instrumentation. 6 0117. Bibcode:2025AdDI....6..117C. doi:10.34133/adi.0117. ISSN 2767-9713.

jmlr.org (Global: low place; English: low place)

Baydin, Atilim Gunes; Pearlmutter, Barak A.; Radul, Alexey Andreyevich; Siskind, Jeffrey Mark (2018). "Automatic Differentiation in Machine Learning: a Survey". Journal of Marchine Learning Research. 18 (153): 1–43.

mit.edu (Global: 415^th place; English: 327^th place)

people.csail.mit.edu

Li, Tzu-Mao; Aittala, Miika; Durand, Frédo; Lehtinen, Jaakko (2018). "Differentiable Monte Carlo Ray Tracing through Edge Sampling". ACM Transactions on Graphics. 37 (6): 222:1–11. doi:10.1145/3272127.3275109. S2CID 52839714.

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Li, Li; Hoyer, Stephan; Pederson, Ryan; Sun, Ruoxi; Cubuk, Ekin D.; Riley, Patrick; Burke, Kieron (2021). "Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics". Physical Review Letters. 126 (3) 036401. arXiv:2009.08551. Bibcode:2021PhRvL.126c6401L. doi:10.1103/PhysRevLett.126.036401. PMID 33543980.
AlQuraishi, Mohammed; Sorger, Peter K. (October 2021). "Differentiable biology: using deep learning for biophysics-based and data-driven modeling of molecular mechanisms". Nature Methods. 18 (10): 1169–1180. doi:10.1038/s41592-021-01283-4. PMC 8793939. PMID 34608321.

ncbi.nlm.nih.gov

AlQuraishi, Mohammed; Sorger, Peter K. (October 2021). "Differentiable biology: using deep learning for biophysics-based and data-driven modeling of molecular mechanisms". Nature Methods. 18 (10): 1169–1180. doi:10.1038/s41592-021-01283-4. PMC 8793939. PMID 34608321.

nips.cc (Global: low place; English: 7,050^th place)

papers.nips.cc

Wang, Fei; Decker, James; Wu, Xilun; Essertel, Gregory; Rompf, Tiark (2018). "Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming" (PDF). In Bengio, S.; Wallach, H.; Larochelle, H.; Grauman, K (eds.). NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems. Curran Associates. pp. 10201–10212.
Merriënboer, Bart van; Breuleux, Olivier; Bergeron, Arnaud; Lamblin, Pascal (3 December 2018). "Automatic differentiation in ML: where we are and where we should be going". NIPS'18. Vol. 31. pp. 8771–8781.

pytorch.org (Global: low place; English: low place)

"TensorFlow: Static Graphs". Tutorials: Learning PyTorch. PyTorch.org. Retrieved 2019-03-04.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Izzo, Dario; Biscani, Francesco; Mereta, Alessio (2017). "Differentiable Genetic Programming". Genetic Programming. Lecture Notes in Computer Science. Vol. 10196. pp. 35–51. arXiv:1611.04766. doi:10.1007/978-3-319-55696-3_3. ISBN 978-3-319-55695-6. S2CID 17786263.
Li, Tzu-Mao; Aittala, Miika; Durand, Frédo; Lehtinen, Jaakko (2018). "Differentiable Monte Carlo Ray Tracing through Edge Sampling". ACM Transactions on Graphics. 37 (6): 222:1–11. doi:10.1145/3272127.3275109. S2CID 52839714.
Li, Tzu-Mao; Gharbi, Michaël; Adams, Andrew; Durand, Frédo; Ragan-Kelley, Jonathan (August 2018). "Differentiable Programming for Image Processing and Deep Learning in Halide". ACM Transactions on Graphics. 37 (4): 139:1–13. doi:10.1145/3197517.3201383. hdl:1721.1/122623. S2CID 46927588.

sysml.cc (Global: low place; English: low place)

Innes, Mike (2018). "On Machine Learning and Programming Languages" (PDF). SysML Conference 2018. Archived from the original (PDF) on 2019-07-17. Retrieved 2019-07-04.
Breuleux, O.; van Merriënboer, B. (2017). "Automatic Differentiation in Myia" (PDF). Archived from the original (PDF) on 2019-06-24. Retrieved 2019-06-24.

ucsd.edu (Global: 1,933^rd place; English: 1,342^nd place)

cseweb.ucsd.edu

Li, Tzu-Mao; Gharbi, Michaël; Adams, Andrew; Durand, Frédo; Ragan-Kelley, Jonathan (August 2018). "Differentiable Programming for Image Processing and Deep Learning in Halide". ACM Transactions on Graphics. 37 (4): 139:1–13. doi:10.1145/3197517.3201383. hdl:1721.1/122623. S2CID 46927588.

web.archive.org (Global: 1^st place; English: 1^st place)

Innes, Mike (2018). "On Machine Learning and Programming Languages" (PDF). SysML Conference 2018. Archived from the original (PDF) on 2019-07-17. Retrieved 2019-07-04.
Breuleux, O.; van Merriënboer, B. (2017). "Automatic Differentiation in Myia" (PDF). Archived from the original (PDF) on 2019-06-24. Retrieved 2019-06-24.

worldcat.org (Global: 5^th place; English: 5^th place)

search.worldcat.org

Chen, Ni; Cao, Liangcai; Poon, Ting-Chung; Lee, Byoungho; Lam, Edmund Y. (2023). "Differentiable Imaging: A New Tool for Computational Optical Imaging". Advanced Physics Research. 2 (6) 2200118. doi:10.1002/apxr.202200118. hdl:10754/686576. ISSN 2751-1200.
Chen, Ni; Brady, David J.; Lam, Edmund Y. (2025-07-04). "Differentiable Imaging: Progress, Challenges, and Outlook". Advanced Devices & Instrumentation. 6 0117. Bibcode:2025AdDI....6..117C. doi:10.34133/adi.0117. ISSN 2767-9713.

Differentiable programming (English Wikipedia)

arxiv.org (Global: 69th place; English: 59th place)

doi.org (Global: 2nd place; English: 2nd place)

esa.int (Global: 1,482nd place; English: 1,468th place)

handle.net (Global: 102nd place; English: 76th place)

hdl.handle.net

harvard.edu (Global: 18th place; English: 17th place)

ui.adsabs.harvard.edu

jmlr.org (Global: low place; English: low place)

mit.edu (Global: 415th place; English: 327th place)

people.csail.mit.edu

nih.gov (Global: 4th place; English: 4th place)

pubmed.ncbi.nlm.nih.gov

ncbi.nlm.nih.gov

nips.cc (Global: low place; English: 7,050th place)

papers.nips.cc

pytorch.org (Global: low place; English: low place)

semanticscholar.org (Global: 11th place; English: 8th place)

api.semanticscholar.org

sysml.cc (Global: low place; English: low place)

ucsd.edu (Global: 1,933rd place; English: 1,342nd place)

cseweb.ucsd.edu

web.archive.org (Global: 1st place; English: 1st place)

worldcat.org (Global: 5th place; English: 5th place)

search.worldcat.org

arxiv.org (Global: 69^th place; English: 59^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

esa.int (Global: 1,482^nd place; English: 1,468^th place)

handle.net (Global: 102^nd place; English: 76^th place)

harvard.edu (Global: 18^th place; English: 17^th place)

mit.edu (Global: 415^th place; English: 327^th place)

nih.gov (Global: 4^th place; English: 4^th place)

nips.cc (Global: low place; English: 7,050^th place)

semanticscholar.org (Global: 11^th place; English: 8^th place)

ucsd.edu (Global: 1,933^rd place; English: 1,342^nd place)

web.archive.org (Global: 1^st place; English: 1^st place)

worldcat.org (Global: 5^th place; English: 5^th place)