-
Notifications
You must be signed in to change notification settings - Fork 0
/
references.bib
1247 lines (1243 loc) · 43.2 KB
/
references.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
@misc{geoopt,
title={Geoopt: Riemannian Optimization in PyTorch},
author={Max Kochurov and Rasul Karimov and Serge Kozlukov},
year={2020},
eprint={2005.02819},
archivePrefix={arXiv},
primaryClass={cs.CG}
}
@book{strictlyEnglish,
title={Strictly English: The correct way to write... and why it matters},
author={Heffer, Simon},
year={2011},
publisher={Random House}
}
@book{arnoldPDEs,
title={Lectures on partial differential equations},
author={Arnold, Vladimir I},
year={2013},
publisher={Springer Science \& Business Media}
}
@inproceedings{kajiya1986rendering,
title={The rendering equation},
author={Kajiya, James T},
booktitle={Proceedings of the 13th annual conference on Computer graphics and interactive techniques},
pages={143--150},
year={1986}
}
@book{feichtingerFAHA,
title={Harmonic Analysis based on Functional Analysis},
author={Feichtinger, Hans G},
url={https://www.univie.ac.at/nuhag-php/login/skripten/data/AngAnal18Prag.pdf},
year={2018}
}
@inproceedings{e2cnn,
title={{General E(2)-Equivariant Steerable CNNs}},
author={Weiler, Maurice and Cesa, Gabriele},
booktitle={Conference on Neural Information Processing Systems (NeurIPS)},
year={2019},
}
@misc{cohen2018general,
title={A General Theory of Equivariant CNNs on Homogeneous Spaces},
author={Taco Cohen and Mario Geiger and Maurice Weiler},
year={2018},
eprint={1811.02017},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@article{s2cnn,
title={Spherical cnns},
author={Cohen, Taco S and Geiger, Mario and K{\"o}hler, Jonas and Welling, Max},
journal={arXiv preprint arXiv:1801.10130},
year={2018},
url={https://github.com/jonas-koehler/s2cnn},
}
@inproceedings{scnnNiessner,
title={Spherical {CNN}s on Unstructured Grids},
author={Chiyu Max Jiang and Jingwei Huang and Karthik Kashinath and Prabhat and Philip Marcus and Matthias Nie{\ss}ner},
booktitle={International Conference on Learning Representations},
year={2019},
url={https://openreview.net/forum?id=Bkl-43C9FQ},
}
@misc{ganeaHNNs,
title={Hyperbolic Neural Networks},
author={Octavian-Eugen Ganea and Gary Bécigneul and Thomas Hofmann},
year={2018},
eprint={1805.09112},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@book{marker2006model,
title={Model theory: an introduction},
author={Marker, David},
volume={217},
year={2006},
publisher={Springer Science \& Business Media}
}
@article{dexlang,
title={Dex: array programming with typed indices},
author={Maclaurin, Dougal and Radul, Alexey and Johnson, Matthew J and Vytiniotis, Dimitrios},
year={2019}
}
@techreport{rush2019tensor,
title={Tensor considered harmful},
author={Rush, Alexander M},
year={2019},
institution={Technical report, Harvard NLP Blog},
url={http://nlp.seas.harvard.edu/NamedTensor.html}
}
@techreport{rush2019tensor2,
title={Tensor considered harmful, pt.~2},
author={Rush, Alexander M},
year={2019},
institution={Technical report, Harvard NLP Blog},
url={http://nlp.seas.harvard.edu/NamedTensor2.html}
}
@article{mcdonellGPU,
title={Optimising purely functional GPU programs},
author={McDonell, Trevor L and Chakravarty, Manuel MT and Keller, Gabriele and Lippmeier, Ben},
journal={ACM SIGPLAN Notices},
volume={48},
number={9},
pages={49--60},
year={2013},
publisher={ACM New York, NY, USA}
}
@article{mokhov2018build,
title={Build systems {\`a} la carte},
author={Mokhov, Andrey and Mitchell, Neil and Peyton Jones, Simon},
journal={Proceedings of the ACM on Programming Languages},
volume={2},
number={ICFP},
pages={1--29},
year={2018},
publisher={ACM New York, NY, USA}
}
@book{categoriesWorking,
title={Categories for the working mathematician},
author={Mac Lane, Saunders},
volume={5},
year={2013},
publisher={Springer Science \& Business Media}
}
@book{villaniOldNew,
title={Optimal transport: old and new},
author={Villani, C{\'e}dric},
volume={338},
year={2008},
publisher={Springer Science \& Business Media}
}
@book{ambrosioOTSummerSchool,
title={Optimal Transportation and Applications: Lectures given at the CIME Summer School held in Martina Franca, Italy, September 2--8, 2001},
author={Ambrosio, Luigi and Brenier, Yann and Buttazzo, Giuseppe and Villani, C{\'e}dric},
year={2003},
publisher={Springer}
}
@book{ambrosioGradientFlows,
title={Gradient flows: in metric spaces and in the space of probability measures},
author={Ambrosio, Luigi and Gigli, Nicola and Savar{\'e}, Giuseppe},
year={2008},
publisher={Springer Science \& Business Media}
}
@software{coq,
author = {The Coq Development Team},
title = {The Coq Proof Assistant, version 8.11.0},
month = jan,
year = 2020,
publisher = {Zenodo},
version = {8.11.0},
doi = {10.5281/zenodo.3744225},
url = {https://doi.org/10.5281/zenodo.3744225}
}
@inproceedings{lean,
title={The Lean theorem prover (system description)},
author={de Moura, Leonardo and Kong, Soonho and Avigad, Jeremy and Van Doorn, Floris and von Raumer, Jakob},
booktitle={International Conference on Automated Deduction},
pages={378--388},
year={2015},
organization={Springer}
}
@online{buzzardLean,
title={The Future of Mathematics?},
url={https://youtu.be/Dp-mQ3HxgDE},
author={Kevin Buzzard},
note={Kevin Buzzard, a number theorist, on Microsoft's Lean
and theorem-provers in general}
}
@book{goldblattTopoi,
title={Topoi: the categorial analysis of logic},
author={Goldblatt, Robert},
year={2014},
publisher={Elsevier}
}
@online{thinkingWithTypes,
url={https://abhinavsarkar.net/posts/twt-notes-1/},
title={Notes for ''Thinking with Types: Type-level Programming in Haskell''},
author={Abhinav, Sarkar}
}
@article{distributiveLawvere,
title={Distributive laws for Lawvere theories},
volume={2},
ISSN={2631-4444},
url={http://dx.doi.org/10.32408/compositionality-2-1},
DOI={10.32408/compositionality-2-1},
journal={Compositionality},
publisher={Compositionality},
author={Cheng, Eugenia},
year={2020},
month={May},
pages={1}
}
@article{categoryTheoreticUniversalAlgebra,
title={The category theoretic understanding of universal algebra: Lawvere theories and monads},
author={Hyland, Martin and Power, John},
journal={Electronic Notes in Theoretical Computer Science},
volume={172},
pages={437--458},
year={2007},
publisher={Elsevier},
url={https://www.irif.fr/~mellies/mpri/mpri-ens/articles/hyland-power-lawvere-theories-and-monads.pdf}
}
@misc{elliott2018simple,
title={The simple essence of automatic differentiation},
author={Conal Elliott},
year={2018},
eprint={1804.00746},
archivePrefix={arXiv},
primaryClass={cs.PL}
}
@article{elliott2019generalized,
title={Generalized Convolution and Efficient Language Recognition},
author={Elliott, Conal},
journal={arXiv preprint arXiv:1903.10677},
year={2019},
url={http://conal.net/papers/convolution/convolution-long.pdf}
}
@misc{betancourt2018geometric,
title={A Geometric Theory of Higher-Order Automatic Differentiation},
author={Michael Betancourt},
year={2018},
eprint={1812.11592},
archivePrefix={arXiv},
primaryClass={stat.CO}
}
@online{documentationResearch,
title={Tweet: ``Can acadtwitter point me to research studying online documentation for programming libraries''},
author={Titus Barik},
url={https://twitter.com/barik/status/1259143238495006728},
date={2020-05-10}
}
@inproceedings{struturingDocumentation,
title={Structuring documentation to support state search: A laboratory experiment about protocol programming},
author={Sunshine, Joshua and Herbsleb, James D and Aldrich, Jonathan},
booktitle={European Conference on Object-Oriented Programming},
pages={157--181},
year={2014},
organization={Springer}
}
@software{doctest,
url={https://docs.python.org/3/library/doctest.html},
title={Python's doctest}
}
@software{doctestCpp,
title={doctest: The fastest feature-rich C++11/14/17/20 single-header testing framework for unit tests and TDD},
author={Viktor Kirilov},
url={https://github.com/onqtam/doctest}
}
@software{doctestRust,
title={Rustdoc's documentation tests},
url={https://doc.rust-lang.org/rustdoc/documentation-tests.html}
}
@InProceedings{inriaSacred,
author = { {K}laus {G}reff and {A}aron {K}lein and {M}artin {C}hovanec and {F}rank {H}utter and {J}\"urgen {S}chmidhuber },
title = { {T}he {S}acred {I}nfrastructure for {C}omputational {R}esearch },
booktitle = { {P}roceedings of the 16th {P}ython in {S}cience {C}onference },
pages = { 49 - 56 },
year = { 2017 },
editor = { {K}aty {H}uff and {D}avid {L}ippa and {D}illon {N}iederhut and {M} {P}acer },
doi = { 10.25080/shinma-7f4c6e7-008 }
}
@misc{catalyst,
author = {Kolesnikov, Sergey},
title = {Accelerated DL RnD},
year = {2018},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/catalyst-team/catalyst}},
}
@article{pytorchLightning,
title={PyTorch Lightning},
author={Falcon, WA},
journal={GitHub. Note: https://github. com/williamFalcon/pytorch-lightning Cited by},
volume={3},
year={2019}
}
@online{xinLiangPipelines,
title={Building Machine Learning Pipelines},
url={http://www.xinliang.co/building-machine-learning-pipelines/},
date={2019-12-27},
author={Xin Liang}
}
@online{admmTweet,
title={Tweet: ``ADMM, LOL''},
url={https://twitter.com/newkozlukov/status/1056974023979134978/photo/1},
author={Maxim Kochurov}
}
@article{khrulkov,
title={Hyperbolic image embeddings},
author={Khrulkov, Valentin and Mirvakhabova, Leyla and Ustinova, Evgeniya and Oseledets, Ivan and Lempitsky, Victor},
journal={arXiv preprint arXiv:1904.02239},
year={2020}
}
@book{admmBoyd,
author={S. {Boyd} and N. {Parikh} and E. {Chu} and B. {Peleato} and J. {Eckstein}},
booktitle={Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers},
title={Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers},
year={2011},
volume={},
number={},
pages={},
url={https://web.stanford.edu/~boyd/papers/admm_distr_stats.html}
}
@article{acceleratingNatgrad,
author = {Yang Song and
Stefano Ermon},
title = {Accelerating Natural Gradient with Higher-Order Invariance},
journal = {CoRR},
volume = {abs/1803.01273},
year = {2018},
url = {http://arxiv.org/abs/1803.01273},
archivePrefix = {arXiv},
eprint = {1803.01273},
timestamp = {Mon, 13 Aug 2018 16:46:20 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{bradley2020interface,
title={At the Interface of Algebra and Statistics},
author={Tai-Danae Bradley},
year={2020},
eprint={2004.05631},
archivePrefix={arXiv},
primaryClass={quant-ph}
}
@article{riemAdaptive,
title={Riemannian adaptive optimization methods},
author={B{\'e}cigneul, Gary and Ganea, Octavian-Eugen},
journal={arXiv preprint arXiv:1810.00760},
year={2018}
}
@book{leeRiem,
title={Riemannian manifolds: an introduction to curvature},
author={Lee, John M},
volume={176},
year={2006},
publisher={Springer Science \& Business Media}
}
@incollection{leeSmooth,
title={Smooth manifolds},
author={Lee, John M},
booktitle={Introduction to Smooth Manifolds},
pages={1--31},
year={2013},
publisher={Springer}
}
@book{thurstonThree,
title={Three-dimensional geometry and topology},
author={Thurston, William P},
volume={35},
year={1997},
publisher={Princeton university press}
}
@online{geometricAnatomy,
url={https://www.youtube.com/playlist?list=PLPH7f_7ZlzxTi6kS4vCmv4ZKm9u8g5yic},
title={Lectures on the Geometric Anatomy of Theoretical Physics},
author={Schuller, Frederic},
year={2015},
note={Unofficial typeset notes: \url{http://mathswithphysics.blogspot.com/}}
}
@online{gravityLight,
title={The WE-Heraeus International Winter School on Gravity and Light},
author={Schuller, Frederic},
year={2015},
url={https://www.youtube.com/playlist?list=PLFeEvEPtX_0S6vxxiiNPrJbLu9aK1UVC_},
}
@online{betanalphaDiffGeometry,
url={https://twitter.com/betanalpha/status/1246150679976083456},
date={2020-04-03},
author={Michael Betancourt},
title={Tweet: ''I am continuously amazed at how delightfully illuminating differential geometry is. If everyone listened to it then we would have so many fewer janky algorithms out there''}
}
@inproceedings{denoisingAkhmedkhan,
title={Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors},
author={ Akhmedkhan Shabanov and Ilya Krotov and Nikolai Chinaev and Vsevolod Poletaev and Serge Kozlukov and Igor Pasechnik and Bulat Yakupov and Artsiom Olegovich Sanakoyeu and Vadim Lebedev and Dmitry Ulyanov},
note={Under review}
}
@article{sabinin1995gyrogroups,
title={On the gyrogroups of Hungar},
author={Sabinin, Lev V},
journal={Russian Mathematical Surveys},
volume={50},
number={5},
pages={1095},
year={1995},
publisher={IOP Publishing}
}
@INPROCEEDINGS{howManyNeighbours,
author={K. {Zeger} and A. {Gersho}},
booktitle={Proceedings of 1994 IEEE International Symposium on Information Theory},
title={How many points in Euclidean space can have a common nearest neighbor?},
year={1994},
volume={},
number={},
pages={109-},}
@article{nickelKiela17,
author = {Maximilian Nickel and
Douwe Kiela},
title = {Poincar{\'{e}} Embeddings for Learning Hierarchical Representations},
journal = {CoRR},
volume = {abs/1705.08039},
year = {2017},
url = {http://arxiv.org/abs/1705.08039},
archivePrefix = {arXiv},
eprint = {1705.08039},
timestamp = {Mon, 13 Aug 2018 16:47:24 +0200},
biburl = {https://dblp.org/rec/journals/corr/NickelK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{sarkar,
title={Low distortion delaunay embedding of trees in hyperbolic plane},
author={Sarkar, Rik},
booktitle={International Symposium on Graph Drawing},
pages={355--366},
year={2011},
organization={Springer},
url={http://page.mi.fu-berlin.de/sarkar/papers/HyperbolicDelaunayFull.pdf}
}
@misc{stollharmonic,
title={Harmonic Function Theory on Real Hyperbolic Space (preliminary draft)},
author={Stoll, Manfred},
publisher={Citeseer}
}
@book{burago,
title={A course in metric geometry},
author={Burago, Dmitri and Burago, Iu D and Burago, Yuri and Ivanov, Sergei A and Ivanov, Sergei},
volume={33},
year={2001},
publisher={American Mathematical Soc.}
}
@misc{trivializations,
title={Trivializations for Gradient-Based Optimization on Manifolds},
author={Mario Lezcano-Casado},
year={2019},
eprint={1909.09501},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@online{villaniTriangles,
url={https://youtu.be/zo46TEp6FB8},
title={Of triangles, gases, prices and men},
author={Cédric Villani},
}
@article{sturm,
title={Probability measures on metric spaces of nonpositive},
author={Sturm, Karl-Theodor},
journal={Heat Kernels and Analysis on Manifolds, Graphs, and Metric Spaces: Lecture Notes from a Quarter Program on Heat Kernels, Random Walks, and Analysis on Manifolds and Graphs: April 16-July 13, 2002, Emile Borel Centre of the Henri Poincar{\'e} Institute, Paris, France},
volume={338},
pages={357},
year={2003},
publisher={American Mathematical Soc.}
}
@article{le2017existence,
title={Existence and consistency of Wasserstein barycenters},
author={Le Gouic, Thibaut and Loubes, Jean-Michel},
journal={Probability Theory and Related Fields},
volume={168},
number={3-4},
pages={901--917},
year={2017},
publisher={Springer}
}
@article{slap,
title={A Simple and Practical Linear Algebra Library Interface with Static Size Checking},
volume={198},
ISSN={2075-2180},
url={http://dx.doi.org/10.4204/EPTCS.198.1},
DOI={10.4204/eptcs.198.1},
journal={Electronic Proceedings in Theoretical Computer Science},
publisher={Open Publishing Association},
author={Abe, Akinori and Sumii, Eijiro},
year={2015},
month={Dec},
pages={1–21},
note={\url{http://akabe.github.io/slap/}}
}
@inproceedings{bulatovConformal,
title={Conformal models of the hyperbolic geometry},
author={Bulatov, Vladimir},
booktitle={MAA-AMS Joint Mathematics Meeting, San Francisco},
year={2010},
url={http://bulatov.org/math/1001/index.html}
}
@inproceedings{hyperrogue,
title={HyperRogue: Playing with hyperbolic geometry},
author={Kopczynski, Eryk and Celinska, Dorota and Ctrn{\'a}ct, Marek},
booktitle={the proceedings of the Bridges Conference, July},
pages={27--31},
year={2017},
url={https://roguetemple.com/z/hyper/models.php}
}
@online{natyHoffmanPBS,
url={https://youtu.be/j-A0mwsJRmk},
author={Naty Hoffman},
title={Physically based shading in theory and practice},
author={Hoffman, Naty and Hill, Stephen and McAuley, Stephen and Dupuy,
Jonathan and Gotanda, Yoshiharu and Heitz, Eric and Lagarde,
S{\'e}bastien and Langlands, Anders and Megibben, Ian and Rayani,
Farhez and others},
booktitle={ACM SIGGRAPH 2014 Courses},
pages={1--8},
year={2014}
}
@article{lehtinen2004foundations,
title={Foundations of precomputed radiance transfer},
author={Lehtinen, Jaakko},
journal={Master's Thesis, Helsinki University of Technology},
year={2004},
publisher={Citeseer}
}
@inproceedings{zhang2013fast,
title={Fast global illumination for interactive volume visualization},
author={Zhang, Yubo and Ma, Kwan-Liu},
booktitle={Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games},
pages={55--62},
year={2013}
}
@article{nerf,
title={NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis},
author={Mildenhall, Ben and Srinivasan, Pratul P and Tancik, Matthew and Barron, Jonathan T and Ramamoorthi, Ravi and Ng, Ren},
journal={arXiv preprint arXiv:2003.08934},
year={2020}
}
@misc{edgeconv,
title={Dynamic Graph CNN for Learning on Point Clouds},
author={Yue Wang and Yongbin Sun and Ziwei Liu and Sanjay E. Sarma and Michael M. Bronstein and Justin M. Solomon},
year={2018},
eprint={1801.07829},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@inproceedings{pytorchGeometric,
title={Fast Graph Representation Learning with {PyTorch Geometric}},
author={Fey, Matthias and Lenssen, Jan E.},
booktitle={ICLR Workshop on Representation Learning on Graphs and Manifolds},
year={2019},
}
@book{beardonGeometryDiscrete,
title={The geometry of discrete groups},
author={Beardon, Alan F},
volume={91},
year={2012},
publisher={Springer Science \& Business Media}
}
@inproceedings{yaSaTilingBased,
title={Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models},
author={Yu, Tao and De Sa, Christopher M},
booktitle={Advances in Neural Information Processing Systems},
pages={2021--2031},
year={2019}
}
@article{kipf,
title={Deep learning with graph-structured representations},
author={Kipf, TN and others},
year={2020},
url={https://dare.uva.nl/search?identifier=1b63b965-24c4-4bcd-aabb-b849056fa76d}
}
@book{explorationsHarmonic,
title={Explorations in harmonic analysis: with applications to complex function theory and the Heisenberg group},
author={Krantz, Steven G},
year={2009},
publisher={Springer Science \& Business Media},
url={https://www.math.wustl.edu/~sk/books/harmonic.pdf}
}
@book{axlerHarmonic,
title={Harmonic function theory},
author={Axler, Sheldon and Bourdon, Paul and Wade, Ramey},
volume={137},
year={2013},
publisher={Springer Science \& Business Media}
}
@book{benedettoHarmonic,
title={Harmonic analysis and applications},
author={Benedetto, John J},
volume={23},
year={1996},
publisher={CRC Press}
}
@book{terrasHarmonicSymmetric2,
title={Harmonic analysis on symmetric spaces and applications II},
author={Terras, Audrey},
year={2012},
publisher={Springer Science \& Business Media}
}
@book{terrasHarmonicSymmetric,
title={Harmonic analysis on symmetric spaces—Euclidean space, the sphere, and the Poincar{\'e} upper half-plane},
author={Terras, Audrey},
year={2013},
publisher={Springer Science \& Business Media}
}
@inproceedings{zhou2019glosh,
title={GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition},
author={Zhou, Hao and Yu, Xiang and Jacobs, David W},
booktitle={Proceedings of the IEEE International Conference on Computer Vision},
pages={7820--7829},
year={2019}
}
@inproceedings{eyeRotations,
title={The geometry of eye rotations and Listing's law},
author={Handzel, Amir A and Flash, Tamar},
booktitle={Advances in Neural Information Processing Systems},
pages={117--123},
year={1996}
}
@article{fourierS2,
title={Computing Fourier transforms and convolutions on the 2-sphere},
author={Driscoll, James R and Healy, Dennis M},
journal={Advances in applied mathematics},
volume={15},
number={2},
pages={202--250},
year={1994},
publisher={Elsevier}
}
@article{tzuMaoEdgesampling,
title={Differentiable monte carlo ray tracing through edge sampling},
author={Li, Tzu-Mao and Aittala, Miika and Durand, Fr{\'e}do and Lehtinen, Jaakko},
journal={ACM Transactions on Graphics (TOG)},
volume={37},
number={6},
pages={1--11},
year={2018},
publisher={ACM New York, NY, USA}
}
@article{tzuMaoThesis,
title={Differentiable visual computing},
author={Li, Tzu-Mao},
journal={arXiv preprint arXiv:1904.12228},
year={2019}
}
@article{mitsuba2,
title={Mitsuba 2: a retargetable forward and inverse renderer},
author={Nimier-David, Merlin and Vicini, Delio and Zeltner, Tizian and Jakob, Wenzel},
journal={ACM Transactions on Graphics (TOG)},
volume={38},
number={6},
pages={203},
year={2019},
publisher={ACM},
url={https://rgl.epfl.ch/publications/NimierDavidVicini2019Mitsuba2}
}
@article{mitsuba2Math,
title={Reparameterizing discontinuous integrands for differentiable rendering},
author={Loubet, Guillaume and Holzschuch, Nicolas and Jakob, Wenzel},
journal={ACM Transactions on Graphics (TOG)},
volume={38},
number={6},
pages={1--14},
year={2019},
publisher={ACM New York, NY, USA},
url={https://rgl.epfl.ch/publications/Loubet2019Reparameterizing}
}
@article{softras,
title={Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning--Supplemental Materials},
author={Liu, Shichen and Li, Tianye and Chen, Weikai and Li, Hao}
}
@inproceedings{dibR,
title={Learning to predict 3d objects with an interpolation-based differentiable renderer},
author={Chen, Wenzheng and Ling, Huan and Gao, Jun and Smith, Edward and Lehtinen, Jaakko and Jacobson, Alec and Fidler, Sanja},
booktitle={Advances in Neural Information Processing Systems},
pages={9605--9616},
year={2019}
}
@article{kaolin,
title={Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research},
author={Jatavallabhula, Krishna Murthy and Smith, Edward and Lafleche, Jean-Francois and Tsang, Clement Fuji and Rozantsev, Artem and Chen, Wenzheng and Xiang, Tommy},
journal={arXiv preprint arXiv:1911.05063},
year={2019}
}
@misc{npbg,
title={Neural Point-Based Graphics},
author={Kara-Ali Aliev and Artem Sevastopolsky and Maria Kolos and Dmitry Ulyanov and Victor Lempitsky},
year={2019},
eprint={1906.08240},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://saic-violet.github.io/npbg/}
}
@inproceedings{sdfFusion,
title={A volumetric method for building complex models from range images},
author={Curless, Brian and Levoy, Marc},
booktitle={Proceedings of the 23rd annual conference on Computer graphics and interactive techniques},
pages={303--312},
year={1996}
}
@inproceedings{kinectfusion,
title={KinectFusion: Real-time dense surface mapping and tracking},
author={Newcombe, Richard A and Izadi, Shahram and Hilliges, Otmar and Molyneaux, David and Kim, David and Davison, Andrew J and Kohi, Pushmeet and Shotton, Jamie and Hodges, Steve and Fitzgibbon, Andrew},
booktitle={2011 10th IEEE International Symposium on Mixed and Augmented Reality},
pages={127--136},
year={2011},
organization={IEEE}
}
@inproceedings{dynamicfusion,
title={Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time},
author={Newcombe, Richard A and Fox, Dieter and Seitz, Steven M},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={343--352},
year={2015}
}
@inproceedings{doublefusion,
title={Doublefusion: Real-time capture of human performances with inner body shapes from a single depth sensor},
author={Yu, Tao and Zheng, Zerong and Guo, Kaiwen and Zhao, Jianhui and Dai, Qionghai and Li, Hao and Pons-Moll, Gerard and Liu, Yebin},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={7287--7296},
year={2018}
}
@article{smpl,
title={SMPL: A skinned multi-person linear model},
author={Loper, Matthew and Mahmood, Naureen and Romero, Javier and Pons-Moll, Gerard and Black, Michael J},
journal={ACM transactions on graphics (TOG)},
volume={34},
number={6},
pages={1--16},
year={2015},
publisher={ACM New York, NY, USA}
}
@article{softsmpl,
title={SoftSMPL: Data-driven Modeling of Nonlinear Soft-tissue Dynamics for Parametric Humans},
author={Santesteban, Igor and Garces, Elena and Otaduy, Miguel A and Casas, Dan},
journal={arXiv preprint arXiv:2004.00326},
year={2020},
url={http://dancasas.github.io/projects/SoftSMPL/}
}
@online{hackmdRendering,
title={On the rendering equation},
author={Serge Kozlukov},
url={https://hackmd.io/@newkozlukov/the-rendering-equation}
}
@online{hackmd3d,
title={Introductory links on PBR},
author={Serge Kozlukov},
url={https://hackmd.io/@newkozlukov/3d-intro}
}
@online{hackmdBeyondLambert,
author={Serge Kozlukov},
title={TLDR: ``beyond Lambert''},
url={https://hackmd.io/@newkozlukov/beyond-lambert}
}
@online{hackmdBlinn,
author={Serge Kozlukov},
title={TLDR: Blinn's model},
url={https://hackmd.io/@newkozlukov/blinn}
}
@online{hackmdDRM,
author={Serge Kozlukov},
title={TLDR: Dichromatic Reflection Model},
url={https://hackmd.io/@newkozlukov/dichromatic-reflection-model},
}
@online{hackmdTorranceSparrow,
author={Serge Kozlukov},
title={TLDR: Torrance-Sparrow Model},
url={https://hackmd.io/@newkozlukov/torrance-sparrow},
}
@online{hackmdPhong,
author={Serge Kozlukov},
title={TLDR: Phong's model},
url={https://hackmd.io/@newkozlukov/tldr-phong}
}
@inproceedings{flashmob,
title={Near-Instant Capture of High-Resolution Facial Geometry and Reflectance},
author={Fyffe, Graham and Graham, Paul and Tunwattanapong, Borom and Ghosh, Abhijeet and Debevec, Paul},
booktitle={Computer Graphics Forum},
volume={35},
number={2},
pages={353--363},
year={2016},
organization={Wiley Online Library}
}
@inproceedings{shadingRefinedSDF,
title={Shading-based Refinement on Volumetric Signed Distance Functions},
author={Zollh{\"o}fer, Michael and Dai, Angela and Innman, Matthias and Wu, Chenglei and Stamminger, Marc and Theobalt, Christian and Nie{\ss}ner, Matthias},
journal={ACM Transactions on Graphics (TOG)},
publisher = {ACM},
volume={},
number={},
pages={},
year={2015}
}
@article{neuralRenderingOverview,
author = {Tewari, A. and Fried, O. and Thies, J. and Sitzmann, V. and Lombardi, S. and Sunkavalli, K. and Martin-Brualla, R. and Simon, T. and Saragih, J. and Nie{\ss}ner, M. and Pandey, R. and Fanello, S. and Wetzstein, G. and Zhu, J.-Y. and Theobalt, C. and Agrawala, M. and Shechtman, E. and Goldman, D. B, and Zollh{\"o}fer, M.
},
title = {State of the Art on Neural Rendering},
journal = {EG},
year = {2020}
}
@book{hubbardTeichmuller,
title={Teichm{\"u}ller theory and applications to geometry, topology, and dynamics},
author={Hubbard, John H},
year={2016}
}
@article{gdFrechetHyperbolic,
title={Gradient descent in hyperbolic space},
author={Wilson, Benjamin and Leimeister, Matthias},
journal={arXiv preprint arXiv:1805.08207},
year={2018}
}
@misc{diffThroughFrechet,
title={Differentiating through the Fréchet Mean},
author={Aaron Lou and Isay Katsman and Qingxuan Jiang and Serge Belongie and Ser-Nam Lim and Christopher De Sa},
year={2020},
eprint={2003.00335},
archivePrefix={arXiv},
primaryClass={stat.ML},
url={https://twitter.com/cHHillee/status/1237100163648360448},
}
@incollection{gromov,
title={Hyperbolic groups},
author={Gromov, Mikhael},
booktitle={Essays in group theory},
pages={75--263},
year={1987},
publisher={Springer}
}
@article{r2d2,
title={R2d2: Repeatable and reliable detector and descriptor},
author={Revaud, Jerome and Weinzaepfel, Philippe and De Souza, C{\'e}sar and Pion, Noe and Csurka, Gabriela and Cabon, Yohann and Humenberger, Martin},
journal={arXiv preprint arXiv:1906.06195},
year={2019}
}
@inproceedings{birdalCorrespondences,
title={Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope},
author={Birdal, Tolga and Simsekli, Umut},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={11105--11116},
year={2019}
}
@article{baryPennec,
title={Barycentric subspace analysis on manifolds},
author={Pennec, Xavier and others},
journal={The Annals of Statistics},
volume={46},
number={6A},
pages={2711--2746},
year={2018},
publisher={Institute of Mathematical Statistics}
}
@online{phdBullshit,
url={https://thesiswhisperer.com/2020/05/13/stop-letting-the-ghosts-of-old-academia-haunt-you},
title={Where I call bullshit on the way we do the PhD},
author={Inger Mewburn}
}
@online{c2wiki,
url={http://c2.com/},
title={C2Wiki},
author={C2Wiki}
}
@online{unclebobScrum,
url={https://youtu.be/hG4LH6P8Syk},
title={The Land that Scrum Forgot},
author={Robert C. Martin},
}
@online{unclebobFuture,
url={https://youtu.be/ecIWPzGEbFc},
title={The Future of Programming},
author={Robert C. Martin},
}
@online{unclebobPrinciples,
title={The Principles of Clean Architecture},
url={https://youtu.be/o_TH-Y78tt4},
author={Robert C. Martin},
}
@online{unclebobFunctional,
title={Functional Programming; What? Why? When?},
url={https://youtu.be/7Zlp9rKHGD4},
author={Robert C. Martin},
}
@online{unclebobProfessionalism,
title={Expecting Professionalism},
url={https://youtu.be/BSaAMQVq01E},
author={Robert C. Martin},
}
@online{unclebobCoplienTDD,
url={https://youtu.be/KtHQGs3zFAM},
title={Jim Coplien and Bob Martin Debate TDD},
author={Robert C. Martin},
}
@online{unclebobTDD,
url={https://youtu.be/qkblc5WRn-U},
title={The Three Laws of TDD},
author={Robert C. Martin},
}
@online{unclebobHowNotToLie,
url={https://youtu.be/eisuQefYw_o},
title={Effective Estimation (How not to LIE)},
author={Robert C. Martin},
}
@article{beardonMindaHyp,
title={The hyperbolic metric and geometric function theory},
author={Beardon, Alan F and Minda, David and others},
journal={Quasiconformal mappings and their applications},
volume={956},
year={2007},
publisher={Narosa New Delhi}
}
@online{nlabExpmap,
title={``exponential map'' in nLab},
url={https://ncatlab.org/nlab/show/exponential+map},
}
@article{ungarDiffGeom,
title={Gyrovector spaces and their differential geometry},
author={Ungar, Abraham A},
journal={Nonlinear Funct. Anal. Appl},
volume={10},
number={5},
pages={791--834},
year={2005}
}
@misc{manoptCayley,
title={Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform},
author={Jun Li and Li Fuxin and Sinisa Todorovic},
year={2020},
eprint={2002.01113},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@article{deboorSmoothingBspl,
title={Calculation of the smoothing spline with weighted roughness measure},
author={De Boor, Carl},
journal={Mathematical Models and Methods in Applied Sciences},
volume={11},
number={01},
pages={33--41},
year={2001},
publisher={World Scientific}
}
@online{deboorPage,
url={http://pages.cs.wisc.edu/~deboor/},
author={De Boor, Carl},
title={Web page of Carl de Boor, Professor emeritus, Computer Sciences and
Mathematics.}
}
@online{blinnCatmullCG,
url={https://youtu.be/GuakuIWE278},
author={Blinn, Jim and Catmull, Ed},
title={CS292: Computer Graphics read by Jim Blinn and Ed Catmull}
}
@book{jimTripPipeline,
title={Jim Blinn's corner: a trip down the graphics pipeline},
author={Blinn, Jim},
year={1996},
publisher={Morgan Kaufmann}
}
@book{jimDirtyPixels,
title={Jim Blinn's Corner: Dixty Pixels},
author={Blinn, Jim},
year={1998},
publisher={Morgan Kaufmann}
}
@online{sg13ApiFailed,
url={https://www.reddit.com/r/cpp/comments/89q6wr/sg13_2d_graphics_why_it_failed/},
title={Reddit Post: ``SG13 (C++ 2D graphics): Why it failed?''},
author={u/jube\_dev}
}
@online{levienPrefixSum,
url={https://raphlinus.github.io/gpu/2020/04/30/prefix-sum.html},
title={Prefix sum on Vulkan},
author={Raph Levien},
date={Apr 30, 2020}
}
@book{pbrBook,
url={http://www.pbr-book.org/},
title={Physically based rendering: From theory to implementation},
author={Pharr, Matt and Jakob, Wenzel and Humphreys, Greg},
year={2016},
publisher={Morgan Kaufmann}
}
@online{pbrBookReading,
url={http://www.pbr-book.org/3ed-2018/Geometry_and_Transformations/Further_Reading.html},
title={PBRT: Further Reading},
author={Pharr, Matt and Jakob, Wenzel and Humphreys, Greg},
}
@online{shirleyRTWeekend,
url={https://raytracing.github.io/},
title={Ray Tracing in One Weekend -- The Book Series},
author={Shirley, Peter}
}
@Online{shirleyKimTeaching,
url={https://twitter.com/Peter_shirley/status/1261417031804452864},
title={Tweet: ``Has there ever been an in depth analysis of the teaching
practices of computer graphics, particularly rendering?''},
author={Shirley, Peter and Kim, Mark}
}
}
@online{carpLang,
url={https://github.com/carp-lang/Carp},
author={Svedäng, Erik},
title={Carp -- a statically typed lisp, without a GC, for real-time applications}
}
@inproceedings{texnh,
title={\( \tau\'\varepsilon\xi\nu\eta \) trees: a new course in data structures},
author={Duchowski, Andrew T and Geist, Robert and Schalkoff, Robert and Westall, James},
booktitle={Proceedings of the 42nd ACM technical symposium on Computer science education},
pages={341--346},
year={2011},
url={https://dl.acm.org/doi/pdf/10.1145/1953163.1953267}
}
@online{yoctoGL,
url={https://xelatihy.github.io/yocto-gl/},