├── .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 | 
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 |
49 |
50 | 
51 |
52 |
53 | Monocular Depth Estimation
54 | |
55 |
56 |
57 | 
58 |
59 |
60 | Monocular Depth Estimation
61 | |
62 |
63 |
64 | 
65 |
66 |
67 | Monocular Depth Estimation
68 | |
69 |
70 |
71 | 
72 |
73 |
74 | Monocular Depth Estimation
75 | |
76 |
77 |
78 | 
79 |
80 |
81 | Domain Adaptation
82 | |
83 |
84 |
85 |
86 |
87 | 
88 |
89 |
90 | Domain Adaptation
91 | |
92 |
93 |
94 | 
95 |
96 |
97 | Relation Extraction
98 | |
99 |
100 |
101 | 
102 |
103 |
104 | Image Dehazing
105 | |
106 |
107 |
108 | 
109 |
110 |
111 | Anomaly Detection
112 | |
113 |
114 |
115 | 
116 |
117 |
118 | Anomaly Detection
119 | |
120 |
121 |
122 |
123 |
124 | 
125 |
126 |
127 | Video Anomaly Detection
128 | |
129 |
130 |
131 | 
132 |
133 |
134 | Science Question Answering
135 | |
136 |
137 |
138 | 
139 |
140 |
141 | Correlated Time Series Forecasting
142 | |
143 |
144 |
145 | 
146 |
147 |
148 | Sentiment Analysis
149 | |
150 |
151 |
152 | 
153 |
154 |
155 | Human-Object Interaction Detection
156 | |
157 |
158 |
159 |
160 |
161 | 
162 |
163 |
164 | Instance Segmentation
165 | |
166 |
167 |
168 | 
169 |
170 |
171 | Instance Segmentation
172 | |
173 |
174 |
175 | 
176 |
177 |
178 | 3D Object Detection
179 | |
180 |
181 |
182 | 
183 |
184 |
185 | Open Vocabulary Object Detection
186 | |
187 |
188 |
189 | 
190 |
191 |
192 | Text Classification
193 | |
194 |
195 |
196 |
197 |
198 | 
199 |
200 |
201 | Image Classification
202 | |
203 |
204 |
205 | 
206 |
207 |
208 | Fine-Grained Image Classification
209 | |
210 |
211 |
212 | 
213 |
214 |
215 | Photo geolocation estimation
216 | |
217 |
218 |
219 | 
220 |
221 |
222 | Overlapped 5-3
223 | |
224 |
225 |
226 | 
227 |
228 |
229 | Novel View Synthesis
230 | |
231 |
232 |
233 |
234 |
235 | 
236 |
237 |
238 | Few-Shot Class-Incremental Learning
239 | |
240 |
241 |
242 | 
243 |
244 |
245 | Motion Synthesis
246 | |
247 |
248 |
249 | 
250 |
251 |
252 | 3D Point Cloud Classification
253 | |
254 |
255 |
256 | 
257 |
258 |
259 | Classification
260 | |
261 |
262 |
263 | 
264 |
265 |
266 | Text2text Generation
267 | |
268 |
269 |
270 |
271 |
272 |
273 | 1 – 15 Jan 2023
274 |
275 |
276 |
277 |
278 |
279 | 
280 |
281 |
282 | Depth Estimation
283 | |
284 |
285 |
286 | 
287 |
288 |
289 | Novel View Synthesis
290 | |
291 |
292 |
293 | 
294 |
295 |
296 | Video Prediction
297 | |
298 |
299 |
300 | 
301 |
302 |
303 | Visual Question Answering
304 | |
305 |
306 |
307 | 
308 |
309 |
310 | Instance Segmentation
311 | |
312 |
313 |
314 |
315 |
316 | 
317 |
318 |
319 | Semantic Textual Similarity
320 | |
321 |
322 |
323 |
324 |
325 |
326 | 19 – 31 Dec 2022
327 |
328 |
329 |
330 |
331 |
332 | 
333 |
334 |
335 | Few-Shot Learning
336 | |
337 |
338 |
339 | 
340 |
341 |
342 | Complex Query Answering
343 | |
344 |
345 |
346 | 
347 |
348 |
349 | Semantic Segmentation
350 | |
351 |
352 |
353 | 
354 |
355 |
356 | Object Detection
357 | |
358 |
359 |
360 |
361 |
362 |
363 | 12 – 18 Dec 2022
364 |
365 |
366 |
367 |
368 |
369 | 
370 |
371 |
372 | Image Generation
373 | |
374 |
375 |
376 | 
377 |
378 |
379 | 3D Point Cloud Classification
380 | |
381 |
382 |
383 | 
384 |
385 |
386 | Classifier Calibration
387 | |
388 |
389 |
390 | 
391 |
392 |
393 | Seeing Beyond the Visible
394 | |
395 |
396 |
397 | 
398 |
399 |
400 | 3D Point cloud generation from complex prompts
401 | |
402 |
403 |
404 |
405 |
406 |
407 |
408 | 5 – 11 Dec 2022
409 |
410 |
411 |
412 |
413 |
414 | 
415 |
416 |
417 | Image Generation
418 | |
419 |
420 |
421 | 
422 |
423 |
424 | Unsupervised Domain Adaptation
425 | |
426 |
427 |
428 | 
429 |
430 |
431 | SMAC (Sequential Model-based Algorithm Configuration)
432 | |
433 |
434 |
435 | 
436 |
437 |
438 | Image Dense Captioning
439 | |
440 |
441 |
442 | 
443 |
444 |
445 | Motion Synthesis
446 | |
447 |
448 |
449 |
450 |
451 |
452 | 28 Nov – 4 Dec 2022
453 |
454 |
455 |
456 |
457 |
458 | 
459 |
460 |
461 | Image Super-Resolution
462 | |
463 |
464 |
465 | 
466 |
467 |
468 | Anomaly detection
469 | |
470 |
471 |
472 | 
473 |
474 |
475 | Semantic Segmentation
476 | |
477 |
478 |
479 | 
480 |
481 |
482 | Anomaly detection
483 | |
484 |
485 |
486 | 
487 |
488 |
489 | 3D Point Cloud Registration
490 | |
491 |
492 |
493 |
494 |
495 |
496 | 21 – 27 Nov 2022
497 |
498 |
499 |
500 |
501 |
502 | 
503 |
504 |
505 | Object Detection
506 | |
507 |
508 |
509 | 
510 |
511 |
512 | Image Generation
513 | |
514 |
515 |
516 | 
517 |
518 |
519 | Image Harmonization
520 | |
521 |
522 |
523 | 
524 |
525 |
526 | Cross-modal retrieval
527 | |
528 |
529 |
530 | 
531 |
532 |
533 | Salient Object detection (update)
534 | |
535 |
536 |
537 |
538 |
539 | 
540 |
541 |
542 | Few shot semantic segmentation
543 | |
544 |
545 |
546 | 
547 |
548 |
549 | Video Generation
550 | |
551 |
552 |
553 | 
554 |
555 |
556 | Unsupervised Video Object Segmentation
557 | |
558 |
559 | |
560 |
561 | |
562 |
563 |
564 |
565 |
566 |
567 |
568 |
569 | 14 – 20 Nov 2022
570 |
571 |
572 |
573 |
574 |
575 | 
576 |
577 |
578 | Image Inpainting
579 | |
580 |
581 |
582 | 
583 |
584 |
585 | Image segmentation
586 | |
587 |
588 |
589 | 
590 |
591 |
592 | Question Answering
593 | |
594 |
595 |
596 | 
597 |
598 |
599 | Multi-Object Tracking
600 | |
601 |
602 |
603 | 
604 |
605 |
606 | Action recognition
607 | |
608 |
609 |
610 |
611 |
612 | 
613 |
614 |
615 | Action classification
616 | |
617 |
618 |
619 | 
620 |
621 |
622 | Optical flow estimation
623 | |
624 |
625 | |
626 |
627 | |
628 |
629 | |
630 |
631 |
632 |
633 |
634 |
635 |
636 | 7 – 13 Nov 2022
637 |
638 |
639 |
640 |
641 |
642 | 
643 |
644 |
645 | Image Generation
646 | |
647 |
648 |
649 | 
650 |
651 |
652 | Video Quality Assessment
653 | |
654 |
655 |
656 | 
657 |
658 |
659 | Video Prediction
660 | |
661 |
662 |
663 | 
664 |
665 |
666 | Instance segmentation
667 | |
668 |
669 |
670 |
671 |
672 |
673 |
674 | 31 Oct – 6 Nov 2022
675 |
676 |
677 |
678 |
679 |
680 | 
681 |
682 |
683 | Weakly Supervised Object Detection
684 | |
685 |
686 |
687 | 
688 |
689 |
690 | Science Question Answering
691 | |
692 |
693 |
694 | 
695 |
696 |
697 | Face Swapping
698 | |
699 |
700 |
701 | 
702 |
703 |
704 | Graph Regression
705 | |
706 |
707 |
708 | 
709 |
710 |
711 | Text summarization
712 | |
713 |
714 |
715 |
716 |
717 | 
718 |
719 |
720 | Q&A and Riddle sense
721 | |
722 |
723 |
724 | 
725 |
726 |
727 | Semantic correspondence
728 | |
729 |
730 |
731 | 
732 |
733 |
734 | Occluded Object detection
735 | |
736 |
737 |
738 | 
739 |
740 |
741 | Continual pretraining
742 | |
743 |
744 |
745 |
746 | 
747 |
748 |
749 | self-supervised image classification
750 | |
751 |
752 |
753 |
754 |
755 |
756 | 24 Oct – 30 Oct 2022
757 |
758 |
759 |
760 |
761 |
762 | 
763 |
764 |
765 | Anomaly detection
766 | |
767 |
768 |
769 | 
770 |
771 |
772 | Person search
773 | |
774 |
775 |
776 | 
777 |
778 |
779 | Link Prediction
780 | |
781 |
782 |
783 |
784 |
785 |
786 |
787 | 17 Oct – 23 Oct 2022
788 |
789 |
790 |
791 |
792 |
793 | 
794 |
795 |
796 | Link Prediction
797 | |
798 |
799 |
800 | 
801 |
802 |
803 | Action recognition
804 | |
805 |
806 |
807 | 
808 |
809 |
810 | Open Vocabulary Object Detection
811 | |
812 |
813 |
814 | 
815 |
816 |
817 | Interactive segmentation
818 | |
819 |
820 |
821 | 
822 |
823 |
824 | learning with noisy labels
825 | |
826 |
827 |
828 |
829 |
830 |
831 |
832 | 10 Oct – 16 Oct 2022
833 |
834 |
835 |
836 |
837 |
838 | 
839 |
840 |
841 | Open Vocabulary Object Detection
842 | |
843 |
844 |
845 | 
846 |
847 |
848 | Image Generation
849 | |
850 |
851 |
852 | 
853 |
854 |
855 | Prompt engineering
856 | |
857 |
858 |
859 | 
860 |
861 |
862 | Semantic Textual Similarity
863 | |
864 |
865 |
866 | 
867 |
868 |
869 | Video Quality Assessment
870 | |
871 |
872 |
873 |
874 |
875 |
876 | 3 Oct – 9 Oct 2022
877 |
878 |
879 |
880 |
881 |
882 | 
883 |
884 |
885 | Link Prediction
886 | |
887 |
888 |
889 | 
890 |
891 |
892 | Generalized few-shot image Classification
893 | |
894 |
895 |
896 | 
897 |
898 |
899 | Few-Shot Image Classification
900 | |
901 |
902 |
903 | 
904 |
905 |
906 | Video Object Tracking
907 | |
908 |
909 |
910 | 
911 |
912 |
913 | Instance Segmentation
914 | |
915 |
916 |
917 |
918 |
919 |
920 |
921 |
922 |
923 |
924 | 
925 |
926 |
927 | Temporal Action Proposal Generation
928 | |
929 |
930 |
931 |
932 |
933 |
934 | 26 Sept – 2 Oct 2022
935 |
936 |
937 |
938 |
939 |
940 | 
941 |
942 |
943 | Salient Object Detection
944 | |
945 |
946 |
947 | 
948 |
949 |
950 | Dialog Relation Extraction
951 | |
952 |
953 |
954 | 
955 |
956 |
957 | Optical flow estimation
958 | |
959 |
960 |
961 | 
962 |
963 |
964 | Depth Estimation
965 | |
966 |
967 |
968 | 
969 |
970 |
971 | Zero-Shot Learning
972 | |
973 |
974 |
975 |
976 |
977 |
978 |
979 |
980 |
981 |
982 | 
983 |
984 |
985 | 3D Object Detection
986 | |
987 |
988 |
989 |
990 |
991 |
992 | 19 Sept – 25 Sept 2022
993 |
994 |
995 |
996 |
997 |
998 |
999 | 
1000 |
1001 |
1002 | Domain Generalization
1003 | |
1004 |
1005 |
1006 | 
1007 |
1008 |
1009 | Video retrieval
1010 | |
1011 |
1012 |
1013 | 
1014 |
1015 |
1016 | Scene graph generation
1017 | |
1018 |
1019 |
1020 | 
1021 |
1022 |
1023 | next action prediction
1024 | |
1025 |
1026 |
1027 | 
1028 |
1029 |
1030 | Remote sensing
1031 | |
1032 |
1033 |
1034 |
1035 |
1036 |
1037 |
1038 |
1039 |
1040 | 
1041 |
1042 |
1043 | Semantic Segmentation
1044 | |
1045 |
1046 |
1047 | 
1048 |
1049 |
1050 | Long-range modeling
1051 | |
1052 |
1053 |
1054 | 
1055 |
1056 |
1057 | Graph matching
1058 | |
1059 |
1060 |
1061 | 
1062 |
1063 |
1064 | Fine-grained image classification
1065 | |
1066 |
1067 |
1068 |
1069 |
1070 |
1071 | 12 Sept– 18 Sept 2022
1072 |
1073 |
1074 |
1075 |
1076 |
1077 | 
1078 |
1079 |
1080 | learning with noisy labels
1081 | |
1082 |
1083 |
1084 | 
1085 |
1086 |
1087 | Semi-supervised image classification
1088 | |
1089 |
1090 |
1091 | 
1092 |
1093 |
1094 | Domain Adaptation
1095 | |
1096 |
1097 |
1098 | 
1099 |
1100 |
1101 | Few shot image classification
1102 | |
1103 |
1104 |
1105 | 
1106 |
1107 |
1108 | few shot image classification
1109 | |
1110 |
1111 |
1112 |
1113 |
1114 |
1115 |
1116 |
1117 |
1118 | 
1119 |
1120 |
1121 | few-shot image classification
1122 | |
1123 |
1124 |
1125 |
1126 |
1127 |
1128 |
1129 |
1130 | 5 Sept– 11 Sept 2022
1131 |
1132 |
1133 |
1134 |
1135 |
1136 | 
1137 |
1138 |
1139 | Conditional image generation
1140 | |
1141 |
1142 |
1143 | 
1144 |
1145 |
1146 | Synthetic-to-Real Translation
1147 | |
1148 |
1149 |
1150 | 
1151 |
1152 |
1153 | Few shot image classification
1154 | |
1155 |
1156 |
1157 | 
1158 |
1159 |
1160 | Unsupervised Object Segmentation
1161 | |
1162 |
1163 |
1164 | 
1165 |
1166 |
1167 | Lipreading
1168 | |
1169 |
1170 |
1171 |
1172 |
1173 |
1174 |
1175 |
1176 | 
1177 |
1178 |
1179 | Video object segmentation
1180 | |
1181 |
1182 |
1183 |
1184 |
1185 |
1186 |
1187 | 29 Aug–4 Sept 2022
1188 |
1189 |
1190 |
1191 |
1192 |
1193 | 
1194 |
1195 |
1196 | temporal action localization
1197 | |
1198 |
1199 |
1200 | 
1201 |
1202 |
1203 | Information retrieval
1204 | |
1205 |
1206 |
1207 | 
1208 |
1209 |
1210 | Link prediction
1211 | |
1212 |
1213 |
1214 |
1215 |
1216 |
1217 | 22 Aug – 28 Aug 2022
1218 |
1219 |
1220 |
1221 |
1222 |
1223 | 
1224 |
1225 |
1226 | Image captioning
1227 | |
1228 |
1229 |
1230 | 
1231 |
1232 |
1233 | Image captioning
1234 | |
1235 |
1236 |
1237 | 
1238 |
1239 |
1240 | Visual Q&A
1241 | |
1242 |
1243 |
1244 | 
1245 |
1246 |
1247 | Video Object detection
1248 | |
1249 |
1250 |
1251 | 
1252 |
1253 |
1254 | Motion Blur removal
1255 | |
1256 |
1257 |
1258 |
1259 |
1260 |
1261 |
1262 |
1263 |
1264 | 
1265 |
1266 |
1267 | Skeleton based action recognition
1268 | |
1269 |
1270 |
1271 | 
1272 |
1273 |
1274 | Semantic segmentation
1275 | |
1276 |
1277 |
1278 | 
1279 |
1280 |
1281 | Entity typing
1282 | |
1283 |
1284 |
1285 | 
1286 |
1287 |
1288 | Facial expression recognition
1289 | |
1290 |
1291 |
1292 |
1293 |
1294 | 15 – 21 August 2022
1295 |
1296 |
1297 |
1298 |
1299 |
1300 |
1301 | 
1302 |
1303 |
1304 | Long tail learning
1305 | |
1306 |
1307 |
1308 | 
1309 |
1310 |
1311 | Skeleton based action recognition
1312 | |
1313 |
1314 |
1315 | 
1316 |
1317 |
1318 | Weakly supervised semantic segmentation
1319 | |
1320 |
1321 |
1322 | 
1323 |
1324 |
1325 | Medical Image Segmentation
1326 | |
1327 |
1328 |
1329 | 
1330 |
1331 |
1332 | Unsupervised anomaly detection
1333 | |
1334 |
1335 |
1336 |
1337 |
1338 |
1339 |
1340 |
1341 |
1342 | 
1343 |
1344 |
1345 | Supervised anomaly detection
1346 | |
1347 |
1348 |
1349 | 
1350 |
1351 |
1352 | Hand Pose estimation
1353 | |
1354 |
1355 |
1356 |
1357 |
1358 | 8 – 14 August 2022
1359 |
1360 |
1361 |
1362 |
1363 |
1364 |
1365 | 
1366 |
1367 |
1368 | Video restoration
1369 | |
1370 |
1371 |
1372 | 
1373 |
1374 |
1375 | Image Deblurring
1376 | |
1377 |
1378 |
1379 | 
1380 |
1381 |
1382 | Image Deblurring
1383 | |
1384 |
1385 |
1386 | 
1387 |
1388 |
1389 | Action recognition in videos
1390 | |
1391 |
1392 |
1393 | 
1394 |
1395 |
1396 | Boundary grounding and captioning in videos
1397 | |
1398 |
1399 |
1400 |
1401 |
1402 |
1403 |
1404 |
1405 |
1406 |
1407 | 
1408 |
1409 |
1410 | Optical flow estimation
1411 | |
1412 |
1413 |
1414 | 
1415 |
1416 |
1417 | Video and image semantic segmentation
1418 | |
1419 |
1420 |
1421 | 
1422 |
1423 |
1424 | Language as queries for referring to video object segmentation
1425 | |
1426 |
1427 |
1428 | 
1429 |
1430 |
1431 | Image semantic segmentation
1432 | |
1433 |
1434 |
1435 | 
1436 |
1437 |
1438 | Saliency Prediction
1439 | |
1440 |
1441 |
1442 |
1443 |
1444 |
1445 |
1446 |
1447 |
1448 |
1449 | 
1450 |
1451 |
1452 | 3D face reconstruction
1453 | |
1454 |
1455 |
1456 | 
1457 |
1458 |
1459 | SVideo and Image super resolution
1460 | |
1461 |
1462 |
1463 | 
1464 |
1465 |
1466 | Heart beat detection and rate estimation
1467 | |
1468 |
1469 |
1470 | 
1471 |
1472 |
1473 | Sound event localization and detection
1474 | |
1475 |
1476 |
1477 |
1478 |
1479 |
1480 | 5 – 7 August 2022
1481 |
1482 |
1483 |
1484 |
1485 |
1486 |
1487 | 
1488 |
1489 |
1490 | 3-D Pose Human pose and shape estimation
1491 | |
1492 |
1493 |
1494 | 
1495 |
1496 |
1497 | 6 Degrees of freedom (6-DOF) pose estimation in RGB-D images
1498 | |
1499 |
1500 |
1501 | 
1502 |
1503 |
1504 | Zero-shot action recognition in videos
1505 | |
1506 |
1507 |
1508 | 
1509 |
1510 |
1511 | Image Retrieval from Contextual Descriptions
1512 | |
1513 |
1514 |
1515 |
1516 | 
1517 |
1518 |
1519 | Age estimation from image
1520 | |
1521 |
1522 |
1523 |
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 | 
1529 |
1530 |
1531 |
1532 |
1533 |
1534 |
1535 |
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