├── .github └── FUNDING.yml ├── LICENSE ├── README.md ├── divider.png └── researchers ├── 2022 ├── Minhyeok Lee.png ├── Alex Nichol.png ├── Andrea Dittadi-15a.png ├── Andrey Savchenko.png ├── Antoine Yang.png ├── Anuj Singh.png ├── Benno Krojer_1.png ├── BrunoSauvalle.png ├── Chaminda-16a.png ├── Chen Feng-12.png ├── Chunyuan Li.png ├── Daniel Shalam.png ├── David Bojanić.png ├── DotWang.png ├── Edward Sanderson.png ├── Ethan Yuxuan Wang_2.png ├── Ge Zhu_2.png ├── Guanqi Zhan-14.png ├── Hanoona.png ├── Hao Phung.png ├── Hao Shi.png ├── Haobo Wang.png ├── Haofei Xu-16a.png ├── Haojia Lin.png ├── Haoning Wu-15a.png ├── Haowei Lin-14.png ├── Haoxing Chen.png ├── Houwen Peng_1.png ├── Jg-Zhu.png ├── Jho-Yonsei.png ├── Jia Cheng Hu.png ├── Jialian Wu.png ├── Jian-Wei Zhang.png ├── Jianfeng Wang.png ├── Jiang Yuxin.png ├── Jianhao Shen-12.png ├── Jianwei Yang-12.png ├── Jianxun Lou_2.png ├── Jie Liu.png ├── Jin-Hwa Kim.png ├── Jingyun Liang_2.png ├── Jinhwan Seo-14.png ├── Jitesh Jain -15a.png ├── Jonas Schult.png ├── Jonas Wu_2.png ├── Junyeong.png ├── KaiWU5.png ├── Kaiyu Li.png ├── Kunchang Li-16a.png ├── Lei Sun.png ├── LinChen.png ├── Lukas Hoyer_2.png ├── ME495.png ├── Manuel Traub.png ├── Martin_2.png ├── Max Ma.png ├── MenghaoGuo.png ├── Michihiro Yasunaga-14.png ├── Minh-Long Luu.png ├── Mu Chen.png ├── Muhammad Uzair Khattak.png ├── Niklas Muennighoff.png ├── Ozan Unal_2.png ├── Pan Lu-14.png ├── Patrick Lewis-16a.png ├── Peter H Charlton_2.png ├── Pingchuan Ma.png ├── Renrui Zhang.png ├── Rex Cheng.png ├── Riccardo La Grassa.png ├── Ristea-13.png ├── Runzhong Wang.png ├── Sanghyun Jo.png ├── Seokju Cho-14.png ├── Seung Ho Park.png ├── Shell Hu.png ├── Sheng Shi.png ├── Shengjie Luo-14.png ├── Sreenath P Kyathanahally.png ├── Steven Walton-15a.png ├── StomachCold_Liang.png ├── Taehun Kim.png ├── Tal Reiss.png ├── Tao Kong-14.png ├── Weijie Su-17a.png ├── Weilun Wang.png ├── Wenhan Xiong-14.png ├── Wojciech Zielonka_2.png ├── Xin Chen.png ├── Xingqian Xu-16a.png ├── Xintao Wang-13.png ├── XyChen_2.png ├── Yan Zeng.png ├── Yassir Bendou.png ├── Yin Li.png ├── YingYuChen97.png ├── Yingqing He.png ├── Yinxiao Li_2.png ├── YuHeng.png ├── Yuang Zhang-16a.png ├── Yushi Bai.png ├── Yuxin Fang-16a.png ├── Yuyuan Liu.png ├── Zhan Tong-12.png ├── Zhendong Wang_11.png ├── Zhendong Wang_2.png ├── Zheng Guang Cong.png ├── Zhengyang Geng_2.png ├── Zixiang Zhou.png ├── aaronWool_1.png ├── alibaba_vtddggg.png ├── andrea gesmundo.png ├── debadityaroy.png ├── drinkingcoder.png ├── fb-14.png ├── gitnlp.png ├── hulianyu.png ├── lucas_jaffe_13.png ├── ms_bei_Liu.png ├── nhshin-mcl_1.png ├── qinLiu-12.png ├── skepsun.png ├── tayoola.png ├── tranhungnghiep.png ├── user0407.png ├── vhvkhoa.png ├── zhangao.png └── zhihaolee_1.png └── 2023 ├── Ido Galil.png ├── Jakob Ambsdorf.png ├── Archan Ghosh.png ├── Aston Zhang.png ├── Benjamin Attal.png ├── Chen Liang.png ├── Haiyang Wang.png ├── Hao Feng.png ├── Ido Galil.png ├── Jakob Ambsdorf.png ├── Jia Ning.png ├── Jiahui Wang.png ├── Jiexing Qi.png ├── Kevin Joseph Scaria.png ├── Keyu Tian.png ├── Leonardo Rossi.png ├── Licong Guan.png ├── Lijun Yu.png ├── Lukas Haas.png ├── Nils Reimers.png ├── Niv Cohen.png ├── Pengcheng Xu.png ├── Runpei Dong.png ├── Sara Fridovich-Keil.png ├── Shariq Bhat.png ├── Shihao Zhang.png ├── Shuailei Ma.png ├── Shuwei Shao.png ├── Wenwei Zhang.png ├── Yangsong Zhang.png ├── Yibo Yang.png ├── Yiqiao Qiu.png ├── Youmi Ma.png ├── Yunkang Ca.png ├── Yunkang Cao.png ├── Zhichen Lai.png ├── Zigang Geng.png ├── Ziwei Luo.png └── Zixuan Chen.png /.github/FUNDING.yml: -------------------------------------------------------------------------------- 1 | # These are supported funding model platforms 2 | 3 | github: # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2] 4 | patreon: # Replace with a single Patreon username 5 | open_collective: # Replace with a single Open Collective username 6 | ko_fi: # Replace with a single Ko-fi username 7 | tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel 8 | community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry 9 | liberapay: # Replace with a single Liberapay username 10 | issuehunt: # Replace with a single IssueHunt username 11 | otechie: # Replace with a single Otechie username 12 | lfx_crowdfunding: # Replace with a single LFX Crowdfunding project-name e.g., cloud-foundry 13 | custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2'] 14 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 Tasks With Code 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | #### An app released to find any researcher/pracitioner. Updated 18 October 2023 2 | We automated the aggregation of researchers and practitioners who publish papers and code. 3 | 4 | This enabled us to feature the work of **391,404 Paper authors** and **124,108 Code contributors** to date. _When we started off with manual curation we could only feature 164 authors in 6 months_ 5 | 6 | Here are some quick links to the true catalysts fueling AI progress 7 | 8 | - [Authors open for sponsorship](https://authorswithcode.com/top100/?choice=Top%20Repo%20Authors%20Open%20for%20Sponsorship%20%F0%9F%92%8E) 9 | - [Top Repo Authors](https://authorswithcode.com/top100/?choice=Top%20Repo%20Authors) 10 | - [Top Paper Authors](https://authorswithcode.com/top100/?choice=Top%20Paper%20Authors) 11 | - [Educators](https://authorswithcode.com/top100/?choice=Educators) 12 | - [Disseminators](https://authorswithcode.com/top100/?choice=Disseminators) 13 | - [Search for a specific author](https://authorswithcode.com) 14 | 15 | 16 | [Substack Post about this release](https://open.substack.com/pub/authorswithcode/p/who-are-the-true-catalysts-fueling?r=1tj9kd&utm_campaign=post&utm_medium=web) 17 | 18 | 19 | 20 | 21 | ![true_catalysts](https://github.com/taskswithcode/sota_researchers_with_published_code/assets/93844240/29103590-ff83-418e-b237-a2ba77909e99) 22 | 23 | 24 | ______________________________________ Prior manual curation updates ________________________________ 25 | 26 | 27 | #### SOTA researchers who published code _(from Aug 2022)_ 28 | These researchers produced state-of-the-art work breaking existing records on benchmarks. They also 29 | - authored their paper 30 | - released their code 31 | - released models in most cases 32 | - released notebooks/demo apps in few cases 33 | 34 | 35 | 36 | _Images below are Github profile photos of featured SOTA researchers - **164 to date**_ 37 | 38 | 39 | 40 | _Consider supporting open research by clicking on the researchers below to star/sponsor them_ 41 | 42 | 43 |

16 Jan – 28 Feb 2023

44 | 45 | 46 | 47 | 48 | 55 | 62 | 69 | 76 | 83 | 84 | 85 | 92 | 99 | 106 | 113 | 120 | 121 | 122 | 129 | 136 | 143 | 150 | 157 | 158 | 159 | 166 | 173 | 180 | 187 | 194 | 195 | 196 | 203 | 210 | 217 | 224 | 231 | 232 | 233 | 240 | 247 | 254 | 261 | 268 | 269 | 270 |
49 |
50 | 51 |
52 |
Shariq Bhat
53 |
Monocular Depth Estimation
54 |
56 |
57 | 58 |
59 |
Jia Ning
60 |
Monocular Depth Estimation
61 |
63 |
64 | 65 |
66 |
Shuwei Shao
67 |
Monocular Depth Estimation
68 |
70 |
71 | 72 |
73 |
Shihao Zhang
74 |
Monocular Depth Estimation
75 |
77 |
78 | 79 |
80 |
Licong Guan
81 |
Domain Adaptation
82 |
86 |
87 | 88 |
89 |
Pengcheng Xu
90 |
Domain Adaptation
91 |
93 |
94 | 95 |
96 |
Youmi Ma
97 |
Relation Extraction
98 |
100 |
101 | 102 |
103 |
Zixuan Chen
104 |
Image Dehazing
105 |
107 |
108 | 109 |
110 |
Niv Cohen
111 |
Anomaly Detection
112 |
114 |
115 | 116 |
117 |
Yunkang Cao
118 |
Anomaly Detection
119 |
123 |
124 | 125 |
126 |
Leonardo Rossi
127 |
Video Anomaly Detection
128 |
130 |
131 | 132 |
133 |
Aston Zhang
134 |
Science Question Answering
135 |
137 |
138 | 139 |
140 |
Zhichen Lai
141 |
Correlated Time Series Forecasting
142 |
144 |
145 | 146 |
147 |
Kevin Joseph Scaria
148 |
Sentiment Analysis
149 |
151 |
152 | 153 |
154 |
Shuailei Ma
155 |
Human-Object Interaction Detection
156 |
160 |
161 | 162 |
163 |
Keyu Tian
164 |
Instance Segmentation
165 |
167 |
168 | 169 |
170 |
Hao Feng
171 |
Instance Segmentation
172 |
174 |
175 | 176 |
177 |
Haiyang Wang
178 |
3D Object Detection
179 |
181 |
182 | 183 |
184 |
Wenwei Zhang
185 |
Open Vocabulary Object Detection
186 |
188 |
189 | 190 |
191 |
Jiexing Qi
192 |
Text Classification
193 |
197 |
198 | 199 |
200 |
Chen Liang
201 |
Image Classification
202 |
204 |
205 | 206 |
207 |
Jiahui Wang
208 |
Fine-Grained Image Classification
209 |
211 |
212 | 213 |
214 |
Lukas Haas
215 |
Photo geolocation estimation
216 |
218 |
219 | 220 |
221 |
Yiqiao Qiu
222 |
Overlapped 5-3
223 |
225 |
226 | 227 |
228 |
Sara Fridovich-Keil
229 |
Novel View Synthesis
230 |
234 |
235 | 236 |
237 |
Yibo Yang
238 |
Few-Shot Class-Incremental Learning
239 |
241 |
242 | 243 |
244 |
Yangsong Zhang
245 |
Motion Synthesis
246 |
248 |
249 | 250 |
251 |
Runpei Dong
252 |
3D Point Cloud Classification
253 |
255 |
256 | 257 |
258 |
Ido Galil
259 |
Classification
260 |
262 |
263 | 264 |
265 |
Archan Ghosh
266 |
Text2text Generation
267 |
271 | 272 | 273 |

1 – 15 Jan 2023

274 | 275 | 276 | 277 | 284 | 291 | 298 | 305 | 312 | 313 | 314 | 321 | 322 | 323 |
278 |
279 | 280 |
281 |
Zigang Geng
282 |
Depth Estimation
283 |
285 |
286 | 287 |
288 |
Benjamin Attal
289 |
Novel View Synthesis
290 |
292 |
293 | 294 |
295 |
Lijun Yu
296 |
Video Prediction
297 |
299 |
300 | 301 |
302 |
Jakob Ambsdorf
303 |
Visual Question Answering
304 |
306 |
307 | 308 |
309 |
Keyu Tian
310 |
Instance Segmentation
311 |
315 |
316 | 317 |
318 |
Nils Reimers
319 |
Semantic Textual Similarity
320 |
324 | 325 | 326 |

19 – 31 Dec 2022

327 | 328 | 329 | 330 | 337 | 344 | 351 | 358 | 359 | 360 |
331 |
332 | 333 |
334 |
Yassir Bendou
335 |
Few-Shot Learning
336 |
338 |
339 | 340 |
341 |
Yushi Bai
342 |
Complex Query Answering
343 |
345 |
346 | 347 |
348 |
Sheng Shi
349 |
Semantic Segmentation
350 |
352 |
353 | 354 |
355 |
Chunyuan Li
356 |
Object Detection
357 |
361 | 362 | 363 |

12 – 18 Dec 2022

364 | 365 | 366 | 367 | 374 | 381 | 388 | 395 | 402 | 403 | 404 |
368 |
369 | 370 |
371 |
Mu Chen
372 |
Image Generation
373 |
375 |
376 | 377 |
378 |
Renrui Zhang
379 |
3D Point Cloud Classification
380 |
382 |
383 | 384 |
385 |
Minh-Long Luu
386 |
Classifier Calibration
387 |
389 |
390 | 391 |
392 |
Hao Shi
393 |
Seeing Beyond the Visible
394 |
396 |
397 | 398 |
399 |
Alex Nichol
400 |
3D Point cloud generation from complex prompts
401 |
405 | 406 | 407 | 408 |

5 – 11 Dec 2022

409 | 410 | 411 | 412 | 419 | 426 | 433 | 440 | 447 | 448 | 449 |
413 |
414 | 415 |
416 |
Hao Phung
417 |
Image Generation
418 |
420 |
421 | 422 |
423 |
Lukas Hoyer
424 |
Unsupervised Domain Adaptation
425 |
427 |
428 | 429 |
430 |
Jie Liu
431 |
SMAC (Sequential Model-based Algorithm Configuration)
432 |
434 |
435 | 436 |
437 |
Jialian Wu
438 |
Image Dense Captioning
439 |
441 |
442 | 443 |
444 |
Xin Chen
445 |
Motion Synthesis
446 |
450 | 451 | 452 |

28 Nov – 4 Dec 2022

453 | 454 | 455 | 456 | 463 | 470 | 477 | 484 | 491 | 492 | 493 |
457 |
458 | 459 |
460 |
Seung Ho Park
461 |
Image Super-Resolution
462 |
464 |
465 | 466 |
467 |
Yuyuan Liu
468 |
Anomaly detection
469 |
471 |
472 | 473 |
474 |
Haojia Lin
475 |
Semantic Segmentation
476 |
478 |
479 | 480 |
481 |
Tal Reiss
482 |
Anomaly detection
483 |
485 |
486 | 487 |
488 |
David Bojanić
489 |
3D Point Cloud Registration
490 |
494 | 495 | 496 |

21 – 27 Nov 2022

497 | 498 | 499 | 500 | 507 | 514 | 521 | 528 | 535 | 536 | 537 | 544 | 551 | 558 | 560 | 562 | 563 | 564 |
501 |
502 | 503 |
504 |
Weijie Su
505 |
Object Detection
506 |
508 |
509 | 510 |
511 |
Weilun Wang
512 |
Image Generation
513 |
515 |
516 | 517 |
518 |
Haoxing Chen
519 |
Image Harmonization
520 |
522 |
523 | 524 |
525 |
Yan Zeng
526 |
Cross-modal retrieval
527 |
529 |
530 | 531 |
532 |
Taehun Kim
533 |
Salient Object detection (update)
534 |
538 |
539 | 540 |
541 |
Jian-Wei Zhang
542 |
Few shot semantic segmentation
543 |
545 |
546 | 547 |
548 |
Yingqing He
549 |
Video Generation
550 |
552 |
553 | 554 |
555 |
Minhyeok Lee
556 |
Unsupervised Video Object Segmentation
557 |
559 | 561 |
565 | 566 | 567 | 568 | 569 |

14 – 20 Nov 2022

570 | 571 | 572 | 573 | 580 | 587 | 594 | 601 | 608 | 609 | 610 | 617 | 624 | 626 | 628 | 630 | 631 | 632 |
574 |
575 | 576 |
577 |
Xingqian Xu
578 |
Image Inpainting
579 |
581 |
582 | 583 |
584 |
Yuxin Fang
585 |
Image segmentation
586 |
588 |
589 | 590 |
591 |
Patrick Lewis
592 |
Question Answering
593 |
595 |
596 | 597 |
598 |
Yuang Zhang
599 |
Multi-Object Tracking
600 |
602 |
603 | 604 |
605 |
Kunchang Li
606 |
Action recognition
607 |
611 |
612 | 613 |
614 |
Wele Gedara Chaminda Bandara
615 |
Action classification
616 |
618 |
619 | 620 |
621 |
Haofei Xu
622 |
Optical flow estimation
623 |
625 | 627 | 629 |
633 | 634 | 635 | 636 |

7 – 13 Nov 2022

637 | 638 | 639 | 640 | 647 | 654 | 661 | 668 | 669 | 670 |
641 |
642 | 643 |
644 |
Steven Walton
645 |
Image Generation
646 |
648 |
649 | 650 |
651 |
Haoning Wu
652 |
Video Quality Assessment
653 |
655 |
656 | 657 |
658 |
Andrea Dittadi
659 |
Video Prediction
660 |
662 |
663 | 664 |
665 |
Jitesh Jain
666 |
Instance segmentation
667 |
671 | 672 | 673 | 674 |

31 Oct – 6 Nov 2022

675 | 676 | 677 | 678 | 685 | 692 | 699 | 706 | 713 | 714 | 715 | 722 | 729 | 736 | 743 | 744 | 751 | 752 | 753 |
679 |
680 | 681 |
682 |
Jinhwan Seo
683 |
Weakly Supervised Object Detection
684 |
686 |
687 | 688 |
689 |
Pan Lu
690 |
Science Question Answering
691 |
693 |
694 | 695 |
696 |
Felix Rosberg
697 |
Face Swapping
698 |
700 |
701 | 702 |
703 |
Shengjie Luo
704 |
Graph Regression
705 |
707 |
708 | 709 |
710 |
Wenhan Xiong
711 |
Text summarization
712 |
716 |
717 | 718 |
719 |
Michihiro Yasunaga
720 |
Q&A and Riddle sense
721 |
723 |
724 | 725 |
726 |
Seokju Cho
727 |
Semantic correspondence
728 |
730 |
731 | 732 |
733 |
Guanqi Zhan
734 |
Occluded Object detection
735 |
737 |
738 | 739 |
740 |
Haowei Lin
741 |
Continual pretraining
742 |
745 |
746 | 747 |
748 |
Tao Kong
749 |
self-supervised image classification
750 |
754 | 755 | 756 |

24 Oct – 30 Oct 2022

757 | 758 | 759 | 760 | 767 | 774 | 781 | 782 | 783 |
761 |
762 | 763 |
764 |
Nicolae-Catalin Ristea
765 |
Anomaly detection
766 |
768 |
769 | 770 |
771 |
Lucas Jaffe
772 |
Person search
773 |
775 |
776 | 777 |
778 |
Xintao Wang
779 |
Link Prediction
780 |
784 | 785 | 786 | 787 |

17 Oct – 23 Oct 2022

788 | 789 | 790 | 791 | 798 | 805 | 812 | 819 | 826 | 827 | 828 |
792 |
793 | 794 |
795 |
Jianhao Shen
796 |
Link Prediction
797 |
799 |
800 | 801 |
802 |
Zhan Tong
803 |
Action recognition
804 |
806 |
807 | 808 |
809 |
Jianwei Yang
810 |
Open Vocabulary Object Detection
811 |
813 |
814 | 815 |
816 |
Qin Liu
817 |
Interactive segmentation
818 |
820 |
821 | 822 |
823 |
Chen Feng
824 |
learning with noisy labels
825 |
829 | 830 | 831 | 832 |

10 Oct – 16 Oct 2022

833 | 834 | 835 | 836 | 843 | 850 | 857 | 864 | 871 | 872 | 873 |
837 |
838 | 839 |
840 |
Hanoona Rasheed
841 |
Open Vocabulary Object Detection
842 |
844 |
845 | 846 |
847 |
Zhendong Wang
848 |
Image Generation
849 |
851 |
852 | 853 |
854 |
Muhammad Uzair Khattak
855 |
Prompt engineering
856 |
858 |
859 | 860 |
861 |
Yuxin Jiang
862 |
Semantic Textual Similarity
863 |
865 |
866 | 867 |
868 |
Haoning Wu
869 |
Video Quality Assessment
870 |
874 | 875 | 876 |

3 Oct – 9 Oct 2022

877 | 878 | 879 | 880 | 887 | 894 | 901 | 908 | 915 | 916 |
881 |
882 | 883 |
884 |
Hung-Nghiep Tran
885 |
Link Prediction
886 |
888 |
889 | 890 |
891 |
Andrea Gesmundo
892 |
Generalized few-shot image Classification
893 |
895 |
896 | 897 |
898 |
Anuj Singh
899 |
Few-Shot Image Classification
900 |
902 |
903 | 904 |
905 |
Manuel Traub
906 |
Video Object Tracking
907 |
909 |
910 | 911 |
912 |
Jonas Schult
913 |
Instance Segmentation
914 |
917 | 918 | 919 | 920 | 921 | 922 | 929 | 930 | 931 |
923 |
924 | 925 |
926 |
Khoa Vo
927 |
Temporal Action Proposal Generation
928 |
932 | 933 | 934 |

26 Sept – 2 Oct 2022

935 | 936 | 937 | 938 | 945 | 952 | 959 | 966 | 973 | 974 |
939 |
940 | 941 |
942 |
Taehun Kim
943 |
Salient Object Detection
944 |
946 |
947 | 948 |
949 |
Junyoung Son
950 |
Dialog Relation Extraction
951 |
953 |
954 | 955 |
956 |
Zhaoyang Huang
957 |
Optical flow estimation
958 |
960 |
961 | 962 |
963 |
Riccardo La Grassa
964 |
Depth Estimation
965 |
967 |
968 | 969 |
970 |
Antoine Yang
971 |
Zero-Shot Learning
972 |
975 | 976 | 977 | 978 | 979 | 980 | 987 | 988 | 989 |
981 |
982 | 983 |
984 |
Zixiang Zhou
985 |
3D Object Detection
986 |
990 | 991 | 992 |

19 Sept – 25 Sept 2022

993 | 994 | 995 | 996 | 997 | 1004 | 1011 | 1018 | 1025 | 1032 | 1033 | 1034 |
998 |
999 | 1000 |
1001 |
Xiaofeng Mao
1002 |
Domain Generalization
1003 |
1005 |
1006 | 1007 |
1008 |
Bei Liu
1009 |
Video retrieval
1010 |
1012 |
1013 | 1014 |
1015 |
Ao Zhang
1016 |
Scene graph generation
1017 |
1019 |
1020 | 1021 |
1022 |
Debaditya Roy
1023 |
next action prediction
1024 |
1026 |
1027 | 1028 |
1029 |
Kaiyu Li
1030 |
Remote sensing
1031 |
1035 | 1036 | 1037 | 1038 | 1045 | 1052 | 1059 | 1066 | 1067 | 1068 |
1039 |
1040 | 1041 |
1042 |
Meng-Hao Guo
1043 |
Semantic Segmentation
1044 |
1046 |
1047 | 1048 |
1049 |
Max Ma
1050 |
Long-range modeling
1051 |
1053 |
1054 | 1055 |
1056 |
Runzhong Wang
1057 |
Graph matching
1058 |
1060 |
1061 | 1062 |
1063 |
Sreenath P Kyathanahally
1064 |
Fine-grained image classification
1065 |
1069 | 1070 | 1071 |

12 Sept– 18 Sept 2022

1072 | 1073 | 1074 | 1075 | 1082 | 1089 | 1096 | 1103 | 1110 | 1111 | 1112 | 1113 |
1076 |
1077 | 1078 |
1079 |
Haobo Wang
1080 |
learning with noisy labels
1081 |
1083 |
1084 | 1085 |
1086 |
Kai Wu
1087 |
Semi-supervised image classification
1088 |
1090 |
1091 | 1092 |
1093 |
Lin Chen
1094 |
Domain Adaptation
1095 |
1097 |
1098 | 1099 |
1100 |
Shell Xu Hu
1101 |
Few shot image classification
1102 |
1104 |
1105 | 1106 |
1107 |
Daniel Shalam
1108 |
few shot image classification
1109 |
1114 | 1115 | 1116 | 1123 | 1124 | 1125 |
1117 |
1118 | 1119 |
1120 |
Weihan Liang
1121 |
few-shot image classification
1122 |
1126 | 1127 | 1128 | 1129 | 1130 |

5 Sept– 11 Sept 2022

1131 | 1132 | 1133 | 1134 | 1141 | 1148 | 1155 | 1162 | 1169 | 1170 | 1171 |
1135 |
1136 | 1137 |
1138 |
Zheng Guang Cong
1139 |
Conditional image generation
1140 |
1142 |
1143 | 1144 |
1145 |
Midhun Vayyat
1146 |
Synthetic-to-Real Translation
1147 |
1149 |
1150 | 1151 |
1152 |
Ying-Yu Chen
1153 |
Few shot image classification
1154 |
1156 |
1157 | 1158 |
1159 |
Bruno Sauvalle
1160 |
Unsupervised Object Segmentation
1161 |
1163 |
1164 | 1165 |
1166 |
Pingchuan Ma
1167 |
Lipreading
1168 |
1172 | 1173 | 1174 | 1181 | 1182 | 1183 |
1175 |
1176 | 1177 |
1178 |
Ho Kei Cheng
1179 |
Video object segmentation
1180 |
1184 | 1185 | 1186 | 1187 |

29 Aug–4 Sept 2022

1188 | 1189 | 1190 | 1191 | 1198 | 1205 | 1212 | 1213 | 1214 |
1192 |
1193 | 1194 |
1195 |
Yin Li
1196 |
temporal action localization
1197 |
1199 |
1200 | 1201 |
1202 |
Niklas Muennighoff
1203 |
Information retrieval
1204 |
1206 |
1207 | 1208 |
1209 |
Chuxiong Sun
1210 |
Link prediction
1211 |
1215 | 1216 | 1217 |

22 Aug – 28 Aug 2022

1218 | 1219 | 1220 | 1221 | 1228 | 1235 | 1242 | 1249 | 1256 | 1257 | 1258 |
1222 |
1223 | 1224 |
1225 |
Jianfeng Wang
1226 |
Image captioning
1227 |
1229 |
1230 | 1231 |
1232 |
Jia Cheng Hu
1233 |
Image captioning
1234 |
1236 |
1237 | 1238 |
1239 |
Li Dong
1240 |
Visual Q&A
1241 |
1243 |
1244 | 1245 |
1246 |
Yuheng Shi
1247 |
Video Object detection
1248 |
1250 |
1251 | 1252 |
1253 |
Lei Sun
1254 |
Motion Blur removal
1255 |
1259 | 1260 | 1261 | 1262 | 1269 | 1276 | 1283 | 1290 | 1291 |
1263 |
1264 | 1265 |
1266 |
Jho-Yonsei
1267 |
Skeleton based action recognition
1268 |
1270 |
1271 | 1272 |
1273 |
Di Wang
1274 |
Semantic segmentation
1275 |
1277 |
1278 | 1279 |
1280 |
Tom Ayoola
1281 |
Entity typing
1282 |
1284 |
1285 | 1286 |
1287 |
Andrey Savchenko
1288 |
Facial expression recognition
1289 |
1292 | 1293 | 1294 |

15 – 21 August 2022

1295 | 1296 | 1297 | 1298 | 1299 | 1306 | 1313 | 1320 | 1327 | 1334 | 1335 | 1336 |
1300 |
1301 | 1302 |
1303 |
Jianggang Zhu
1304 |
Long tail learning
1305 |
1307 |
1308 | 1309 |
1310 |
Lianyu Hu
1311 |
Skeleton based action recognition
1312 |
1314 |
1315 | 1316 |
1317 |
Sanghyun Jo
1318 |
Weakly supervised semantic segmentation
1319 |
1321 |
1322 | 1323 |
1324 |
Edward Sanderson
1325 |
Medical Image Segmentation
1326 |
1328 |
1329 | 1330 |
1331 |
Jin-Hwa Kim
1332 |
Unsupervised anomaly detection
1333 |
1337 | 1338 | 1339 | 1340 | 1347 | 1354 | 1355 |
1341 |
1342 | 1343 |
1344 |
Yuyuan Liu
1345 |
Supervised anomaly detection
1346 |
1348 |
1349 | 1350 |
1351 |
Jian Cheng
1352 |
Hand Pose estimation
1353 |
1356 | 1357 | 1358 |

8 – 14 August 2022

1359 | 1360 | 1361 | 1362 | 1363 | 1370 | 1377 | 1384 | 1391 | 1398 | 1399 | 1400 |
1364 |
1365 | 1366 |
1367 |
Jingyun Liang
1368 |
Video restoration
1369 |
1371 |
1372 | 1373 |
1374 |
Zhendong Wang
1375 |
Image Deblurring
1376 |
1378 |
1379 | 1380 |
1381 |
Yinxiao Li
1382 |
Image Deblurring
1383 |
1385 |
1386 | 1387 |
1388 |
MartinXM
1389 |
Action recognition in videos
1390 |
1392 |
1393 | 1394 |
1395 |
Ethan Yuxuan Wang
1396 |
Boundary grounding and captioning in videos
1397 |
1401 | 1402 | 1403 | 1404 | 1405 | 1412 | 1419 | 1426 | 1433 | 1440 | 1441 | 1442 |
1406 |
1407 | 1408 |
1409 |
Zhengyang Geng
1410 |
Optical flow estimation
1411 |
1413 |
1414 | 1415 |
1416 |
Ozan Unal
1417 |
Video and image semantic segmentation
1418 |
1420 |
1421 | 1422 |
1423 |
Jiannan Wu
1424 |
Language as queries for referring to video object segmentation
1425 |
1427 |
1428 | 1429 |
1430 |
Lukas Hoyer
1431 |
Image semantic segmentation
1432 |
1434 |
1435 | 1436 |
1437 |
Jianxun Lou
1438 |
Saliency Prediction
1439 |
1443 | 1444 | 1445 | 1446 | 1447 | 1454 | 1461 | 1468 | 1475 | 1476 | 1477 |
1448 |
1449 | 1450 |
1451 |
Wojciech Zielonka
1452 |
3D face reconstruction
1453 |
1455 |
1456 | 1457 |
1458 |
Xiangyu Chen
1459 |
SVideo and Image super resolution
1460 |
1462 |
1463 | 1464 |
1465 |
Peter H Charlton
1466 |
Heart beat detection and rate estimation
1467 |
1469 |
1470 | 1471 |
1472 |
Ge Zhu
1473 |
Sound event localization and detection
1474 |
1478 | 1479 | 1480 |

5 – 7 August 2022

1481 | 1482 | 1483 | 1484 | 1485 | 1492 | 1499 | 1506 | 1513 | 1514 | 1521 | 1522 | 1523 |
1486 |
1487 | 1488 |
1489 |
Zhihao Li
1490 |
3-D Pose Human pose and shape estimation
1491 |
1493 |
1494 | 1495 |
1496 |
Yangzheng Wu
1497 |
6 Degrees of freedom (6-DOF) pose estimation in RGB-D images
1498 |
1500 |
1501 | 1502 |
1503 |
Houwen Peng
1504 |
Zero-shot action recognition in videos
1505 |
1507 |
1508 | 1509 |
1510 |
Benno Krojer
1511 |
Image Retrieval from Contextual Descriptions
1512 |
1515 |
1516 | 1517 |
1518 |
Nyeong-Ho Shin
1519 |
Age estimation from image
1520 |
1524 |
1525 |
1526 | 1527 | ##### _Apologies in advance in case we missed a SOTA paper published with code for the date ranges above. If so, please email us at [twc@taskswithcode.com](mailto:twc@taskswithcode.com?subject=[GitHub]%20Missing%20mention)_ 1528 | ![](https://www.taskswithcode.com/github_stats/visits?name=twc/researchers) 1529 | 1530 | 1531 | 1532 | 1533 | 1534 | 1535 | -------------------------------------------------------------------------------- /divider.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/taskswithcode/sota_researchers_with_published_code/4ad56cece0011693ecf27a68eba6606f11e0ec20/divider.png -------------------------------------------------------------------------------- /researchers/2022/ Minhyeok Lee.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/taskswithcode/sota_researchers_with_published_code/4ad56cece0011693ecf27a68eba6606f11e0ec20/researchers/2022/ Minhyeok Lee.png 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