-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathpublications.json
More file actions
3591 lines (3590 loc) · 87.3 KB
/
publications.json
File metadata and controls
3591 lines (3590 loc) · 87.3 KB
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
[
{
"title": "PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology",
"authors": [
"Fatemeh Ghezloo",
"Mehmet Saygin Seyfioglu",
"Rustin Soraki",
"Wisdom O. Ikezogwo",
"Beibin Li",
"Tejoram Vivekanandan",
"Joann G. Elmore",
"Ranjay Krishna",
"Linda Shapiro"
],
"year": "preprint",
"links": {
"pdf": "https://arxiv.org/abs/2502.08916"
},
"thumbnail": "/pathfinder.png"
},
{
"title": "Perception Tokens Enhance Visual Reasoning in Multimodal Language Models",
"authors": [
"Mahtab Bigverdi",
"Zelun Luo",
"Cheng-Yu Hsieh",
"Ethan Shen",
"Dongping Chen",
"Linda G. Shapiro",
"Ranjay Krishna"
],
"year": "2025",
"venue": "CVPR 2025",
"links": {
"pdf": "https://arxiv.org/abs/2412.03548"
},
"thumbnail": "/perctokens.png"
},
{
"title": "The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better",
"authors": [
"Scott Geng",
"Cheng-Yu Hsieh",
"Vivek Ramanujan",
"Matthew Wallingford",
"Chun-Liang Li",
"Pang Wei Koh",
"Ranjay Krishna"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2406.05184"
},
"thumbnail": "/unmetpromise.png"
},
{
"title": "AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation",
"authors": [
"Jiafei Duan",
"Wilbert Pumacay",
"Nishanth Kumar",
"Yi Ru Wang",
"Shulin Tian",
"Wentao Yuan",
"Ranjay Krishna",
"Dieter Fox",
"Ajay Mandlekar",
"Yijie Guo"
],
"year": "2025",
"venue": "ICLR 2025",
"links": {
"pdf": "https://arxiv.org/abs/2410.00371"
},
"thumbnail": "/aha.png"
},
{
"title": "Task Me Anything",
"authors": [
"Jieyu Zhang",
"Weikai Huang",
"Zixian Ma",
"Oscar Michel",
"Dong He",
"Tanmay Gupta",
"Wei-Chiu Ma",
"Ali Farhadi",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2024",
"venue": "NeurIPS 2025",
"links": {
"pdf": "https://arxiv.org/abs/2406.11775"
},
"thumbnail": "/taskmeanything.png"
},
{
"title": "Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model",
"authors": [
"Benlin Liu",
"Yiqin Wang",
"Yuhao Dong",
"Yongming Rao",
"Yansong Tang",
"Wei-Chiu Ma",
"Ranjay Krishna"
],
"year": "2025",
"venue": "CVPR 2025",
"links": {
"pdf": "https://arxiv.org/abs/2408.00754"
},
"thumbnail": "/coarsecorrespondences.png"
},
{
"title": "Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models",
"authors": [
"Ai2 + UW"
],
"year": "2025",
"venue": "CVPR 2025",
"links": {
"pdf": "https://arxiv.org/abs/2409.17146"
},
"thumbnail": "/molmopixmo.png"
},
{
"title": "Synthetic Visual Genome",
"authors": [
"Jae Sung Park",
"Zixian Ma",
"Linjie Li",
"Chenhao Zheng",
"Cheng-Yu Hsieh",
"Ximing Lu",
"Khyathi Chandu",
"Quan Kong",
"Norimasa Kobori",
"Ali Farhadi",
"Yejin Choi",
"Ranjay Krishna"
],
"year": "2025",
"venue": "CVPR 2025",
"links": {
"pdf": ""
}
},
{
"title": "Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation",
"authors": [
"Shivam Duggal",
"Yushi Hu",
"Oscar Michel",
"Aniruddha Kembhavi",
"William T. Freeman",
"Noah A. Smith",
"Ranjay Krishna",
"Antonio Torralba",
"Ali Farhadi",
"Wei-Chiu Ma"
],
"year": "2025",
"venue": "CVPR 2025",
"links": {
"pdf": "https://arxiv.org/abs/2504.18509"
},
"thumbnail": "/eval3d.png"
},
{
"title": "SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation",
"authors": [
"Haoquan Fang",
"Markus Grotz",
"Wilbert Pumacay",
"Yi Ru Wang",
"Dieter Fox",
"Ranjay Krishna",
"Jiafei Duan"
],
"year": "2025",
"venue": "ICML 2024",
"links": {
"pdf": "https://arxiv.org/abs/2501.18564"
},
"thumbnail": "/sam2act.png"
},
{
"title": "Manipulate-Anything: Automating Real-World Robots using Vision-Language Models",
"authors": [
"Jiafei Duan",
"Wentao Yuan",
"Wilbert Pumacay",
"Yi Ru Wang",
"Kiana Ehsani",
"Dieter Fox",
"Ranjay Krishna"
],
"year": "2024",
"venue": "CoRL 2024",
"links": {
"pdf": "https://arxiv.org/abs/2406.18915"
},
"thumbnail": "/manipulateanything.png"
},
{
"title": "EVE: Enabling Anyone to Train Robots using Augmented Reality",
"authors": [
"Jun Wang",
"Chun-Cheng Chang",
"Jiafei Duan",
"Dieter Fox",
"Ranjay Krishna"
],
"year": "2024",
"venue": "UIST 2024",
"links": {
"pdf": "https://arxiv.org/abs/2404.06089"
},
"thumbnail": "/eve.png"
},
{
"title": "Videoshop: Localized Semantic Video Editing with Noise-Extrapolated Diffusion Inversion",
"authors": [
"Xiang Fan",
"Anand Bhattad",
"Ranjay Krishna"
],
"year": "2024",
"venue": "ECCV 2024",
"links": {
"pdf": "https://arxiv.org/abs/2403.14617"
},
"thumbnail": "/videoshop.png"
},
{
"title": "Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization",
"authors": [
"Cheng-Yu Hsieh",
"Yung-Sung Chuang",
"Chun-Liang Li",
"Zifeng Wang",
"Long Le",
"Abhishek Kumar",
"James R. Glass",
"Alexander Ratner",
"Chen-Yu Lee",
"Ranjay Krishna",
"Tomas Pfister"
],
"year": "2024",
"venue": "ACL Findings 2024",
"links": {
"pdf": "https://arxiv.org/abs/2406.16008"
},
"thumbnail": "/foundinthemiddle.png"
},
{
"title": "Iterated Learning Improves Compositionality in Large Vision-Language Models",
"authors": [
"Chenhao Zheng",
"Jieyu Zhang",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2024",
"venue": "CVPR 2024",
"links": {
"pdf": "https://arxiv.org/abs/2404.02145"
},
"thumbnail": "/iteratedlearning.png"
},
{
"title": "The Hard Positive Truth about Vision-Language Compositionality",
"authors": [
"Amita Kamath",
"Cheng-Yu Hsieh",
"Kai-Wei Chang",
"Ranjay Krishna"
],
"year": "2024",
"venue": "ECCV 2024",
"links": {
"pdf": "https://arxiv.org/abs/2409.17958"
},
"thumbnail": "/hardpositivetruth.png"
},
{
"title": "m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks",
"authors": [
"Zixian Ma",
"Weikai Huang",
"Jieyu Zhang",
"Tanmay Gupta",
"Ranjay Krishna"
],
"year": "2024",
"venue": "ECCV 2024",
"links": {
"pdf": "https://arxiv.org/abs/2403.11085"
},
"thumbnail": "/mnms.png"
},
{
"title": "Unsettling the Hegemony of Intention: Agonistic Image Generation",
"authors": [
"Andrew Shaw",
"Andre Ye",
"Ranjay Krishna",
"Amy X. Zhang"
],
"year": "2025",
"venue": "Faact 2024",
"links": {
"pdf": "https://arxiv.org/abs/2502.15242"
},
"thumbnail": "/agonistic.png"
},
{
"title": "REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations",
"authors": [
"Peter Sushko",
"Ayana Bharadwaj",
"Zhi Yang Lim",
"Vasily Ilin",
"Ben Caffee",
"Dongping Chen",
"Mohammadreza Salehi",
"Cheng-Yu Hsieh",
"Ranjay Krishna"
],
"year": "preprint",
"links": {
"pdf": "https://arxiv.org/abs/2502.03629"
},
"thumbnail": "/realedit.png"
},
{
"title": "Learning to Build by Building Your Own Instructions",
"authors": [
"Aaron Walsman",
"Muru Zhang",
"Adam Fishman",
"Ali Farhadi",
"Dieter Fox"
],
"year": "2024",
"links": {
"pdf": "https://arxiv.org/abs/2410.01111"
},
"thumbnail": "/build.png"
},
{
"title": "ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition",
"authors": [
"Mohammadreza Salehi",
"Jae Sung Park",
"Tanush Yadav",
"Aditya Kusupati",
"Ranjay Krishna",
"Yejin Choi",
"Hannaneh Hajishirzi",
"Ali Farhadi"
],
"year": "2024",
"venue": "NeurIPS 2024 Datasets and Benchmarks",
"links": {
"pdf": "https://arxiv.org/abs/2410.05774"
},
"thumbnail": "/actionatlas.png"
},
{
"title": "From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos",
"authors": [
"Matthew Wallingford",
"Anand Bhattad",
"Aditya Kusupati",
"Vivek Ramanujan",
"Matt Deitke",
"Sham Kakade",
"Aniruddha Kembhavi",
"Roozbeh Mottaghi",
"Wei-Chiu Ma",
"Ali Farhadi"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2412.07770"
},
"thumbnail": "/360.png"
},
{
"title": "MatFormer: Nested Transformer for Elastic Inference",
"authors": [
"Devvrit*",
"Sneha Kudugunta*",
"Aditya Kusupati*",
"Tim Dettmers",
"Kaifeng Chen",
"Inderjit Dhillon",
"Yulia Tsvetkov",
"Hannaneh Hajishirzi",
"Sham Kakade",
"Ali Farhadi",
"Prateek Jain"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2310.07707"
},
"thumbnail": "/matformer.png"
},
{
"title": "The One RING: a Robotic Indoor Navigation Generalist",
"authors": [
"Ainaz Eftekhar",
"Luca Weihs",
"Rose Hendrix",
"Ege Caglar",
"Jordi Salvador",
"Alvaro Herrasti",
"Winson Han",
"Eli VanderBil",
"Aniruddha Kembhavi",
"Ali Farhadi",
"Ranjay Krishna",
"Kiana Ehsani",
"Kuo-Hao Zeng"
],
"year": "preprint",
"links": {
"pdf": "https://arxiv.org/abs/2412.14401"
},
"thumbnail": "/ring.png"
},
{
"title": "When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization",
"authors": [
"Vivek Ramanujan",
"Kushal Tirumala",
"Armen Aghajanyan",
"Luke Zettlemoyer",
"Ali Farhadi"
],
"year": "preprint",
"links": {
"pdf": "https://arxiv.org/abs/2412.16326"
},
"thumbnail": "/worse.png"
},
{
"title": "Offline Training of Language Model Agents with Functions as Learnable Weights",
"authors": [
"Shaokun Zhang*",
"Jieyu Zhang*",
"Jiale Liu",
"Linxin Song",
"Chi Wang",
"Ranjay Krishna",
"Qingyun Wu"
],
"year": "2024",
"venue": "ICML 2024",
"links": {
"pdf": "https://arxiv.org/abs/2402.11359"
},
"thumbnail": "/offline.png"
},
{
"title": "Iterated Learning Improves Compositionality in Large Vision-Language Models",
"authors": [
"Chenhao Zheng",
"Jieyu Zhang",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2024",
"venue": "CVPR 2024",
"links": {
"pdf": "https://arxiv.org/abs/2404.02145"
},
"thumbnail": "/iterated.png"
},
{
"title": "On the Connection between Pre-training Data Diversity and Fine-tuning Robustness",
"authors": [
"Vivek Ramanujan",
"Thao Nguyen",
"Sewoong Oh",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.12532"
},
"thumbnail": "/pretraining.png"
},
{
"title": "OBJECT 3DIT: Language-guided 3D-aware Image Editing",
"thumbnail": "/rotate.gif",
"authors": [
"Oscar Michel",
"Anand Bhattad",
"Eli VanderBilt",
"Ranjay Krishna",
"Aniruddha Kembhavi",
"Tanmay Gupta"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.11073",
"project page": "https://prior.allenai.org/projects/object-edit"
},
"imageWidth": "calc(7/12*100%)"
},
{
"title": "Objaverse-XL: A Universe of 10M+ 3D Objects",
"authors": [
"Matt Deitke",
"Ruoshi Liu",
"Matthew Wallingford",
"Huong Ngo",
"Oscar Michel",
"Aditya Kusupati",
"Alan Fan",
"Christian Laforte",
"Vikram Voleti",
"Samir Yitzhak Gadre",
"Eli VanderBilt",
"Aniruddha Kembhavi",
"Carl Vondrick",
"Georgia Gkioxari",
"Kiana Ehsani",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.05663",
"code": "https://github.com/allenai/objaverse-xl",
"project page": "https://objaverse.allenai.org/"
},
"thumbnail": "/objaverse-xl.jpg"
},
{
"title": "SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality",
"authors": [
"Cheng-Yu Hsieh*",
"Jieyu Zhang*",
"Zixian Ma",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.14610",
"code": "https://github.com/RAIVNLab/sugar-crepe"
},
"thumbnail": "/sugar-crepe.jpg"
},
{
"title": "DataComp: In search of the next generation of multimodal datasets",
"authors": [
"Samir Yitzhak Gadre",
"Gabriel Ilharco",
"Alex Fang",
"Jonathan Hayase",
"Georgios Smyrnis",
"Thao Nguyen",
"Ryan Marten",
"Mitchell Wortsman",
"Dhruba Ghosh",
"Jieyu Zhang",
"Eyal Orgad",
"Rahim Entezari",
"Giannis Daras",
"Sarah Pratt",
"Vivek Ramanujan",
"Yonatan Bitton",
"Kalyani Marathe",
"Stephen Mussmann",
"Richard Vencu",
"Mehdi Cherti",
"Ranjay Krishna",
"Pang Wei Koh",
"Olga Saukh",
"Alexander Ratner",
"Shuran Song",
"Hannaneh Hajishirzi",
"Ali Farhadi",
"Romain Beaumont",
"Sewoong Oh",
"Alex Dimakis",
"Jenia Jitsev",
"Yair Carmon",
"Vaishaal Shankar",
"Ludwig Schmidt."
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2304.14108",
"project page": "https://datacomp.ai/"
},
"thumbnail": "/datacomp.jpg"
},
{
"title": "MADLAD-400: Monolingual And Document-level Large Audited Dataset",
"authors": [
"Sneha Kudugunta",
"Isaac Rayburn Caswell",
"Biao Zhang",
"Xavier Garcia",
"Derrick Xin",
"Aditya Kusupati",
"Romi Stella",
"Ankur Bapna",
"Orhan Firat"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2309.04662"
},
"thumbnail": "/madlad.png"
},
{
"title": "SHARCS: Efficient Transformers through Routing with Dynamic Width Sub-networks",
"authors": [
"Mohammadreza Salehi",
"Sachin Mehta",
"Aditya Kusupati",
"Ali Farhadi",
"Hannaneh Hajishirzi"
],
"year": "2023",
"venue": "EMNLP Findings 2023",
"links": {
"pdf": "https://arxiv.org/abs/2310.12126"
},
"thumbnail": "/sharcs.png"
},
{
"title": "Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass",
"authors": [
"Ethan Shen",
"Alan Fan",
"Sarah Pratt",
"Jae Sung Park",
"Matthew Wallingford",
"Sham M. Kakade",
"Ari Holtzman",
"Ranjay Krishna",
"Ali Farhadi",
"Aditya Kusupati"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2405.18400"
},
"thumbnail": "/superposed.png"
},
{
"title": "EcoAssistant: Using LLM Assistant More Affordably and Accurately",
"authors": [
"Jieyu Zhang",
"Ranjay Krishna",
"Ahmed H. Awadallah",
"Chi Wang"
],
"year": "preprint",
"venue": null,
"links": {
"pdf": "https://arxiv.org/abs/2310.03046",
"code": "https://github.com/JieyuZ2/EcoAssistant"
},
"thumbnail": "/ecoassistant.png"
},
{
"title": "Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models",
"authors": [
"Cheng-Yu Hsieh",
"Si-An Chen",
"Chun-Liang Li",
"Yasuhisa Fujii",
"Alexander Ratner",
"Chen-Yu Lee",
"Ranjay Krishna",
"Tomas Pfister"
],
"year": "preprint",
"venue": null,
"links": {
"pdf": "https://arxiv.org/abs/2308.00675"
},
"thumbnail": "/tool.png"
},
{
"title": "MIMIC: Masked Image Modeling with Image Correspondences",
"authors": [
"Kalyani Marathe",
"Mahtab Bigverdi",
"Nishat Khan",
"Tuhin Kundu",
"Aniruddha Kembhavi",
"Linda G. Shapiro",
"Ranjay Krishna"
],
"year": "preprint",
"venue": null,
"links": {
"pdf": "https://arxiv.org/pdf/2306.15128.pdf",
"code": "https://github.com/RAIVNLab/MIMIC"
},
"thumbnail": "/mimic.png"
},
{
"title": "Cultural and Linguistic Diversity Improves Visual Representations",
"authors": [
"Andre Ye",
"Sebastin Santy",
"Jena D. Hwang",
"Amy X. Zhang",
"Ranjay Krishna"
],
"year": "preprint",
"venue": null,
"links": {
"pdf": "https://arxiv.org/pdf/2310.14356.pdf"
},
"thumbnail": "/cultural.png"
},
{
"title": "Improving Multimodal Datasets with Image Captioning",
"authors": [
"Thao Nguyen",
"Samir Yitzhak Gadre",
"Gabriel Ilharco",
"Sewoong Oh",
"Ludwig Schmidt"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.10350"
},
"thumbnail": "/gencap.png"
},
{
"title": "Multilingual Diversity Improves Vision-Language Representations",
"authors": [
"Thao Nguyen",
"Matthew Wallingford",
"Sebastin Santy",
"Wei-Chiu Ma",
"Sewoong Oh",
"Ludwig Schmidt",
"Pang Wei Koh",
"Ranjay Krishna"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2405.16915"
},
"thumbnail": "/multilingualdiversity.png"
},
{
"title": "AdANNS: A Framework for Adaptive Semantic Search",
"authors": [
"Aniket Rege",
"Aditya Kusupati",
"Sharan Ranjit S",
"Alan Fan",
"Qingqing Cao",
"Sham Kakade",
"Prateek Jain",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2305.19435",
"code": "https://github.com/RAIVNLab/AdANNS"
},
"thumbnail": "/adanns.png"
},
{
"title": "Stable and low-precision training for large-scale vision-language models",
"authors": [
"Mitchell Wortsman",
"Tim Dettmers",
"Luke Zettlemoyer",
"Ari Morcos",
"Ali Farhadi",
"Ludwig Schmidt"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2304.13013"
},
"thumbnail": "/lowpres.png"
},
{
"title": "Neural Priming for Sample-Efficient Adaptation",
"authors": [
"Matthew Wallingford",
"Vivek Ramanujan",
"Alex Fang",
"Aditya Kusupati",
"Roozbeh Mottaghi",
"Aniruddha Kembhavi",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.10191",
"code": "https://github.com/RAIVNLab/neural-priming"
},
"thumbnail": "/priming.png"
},
{
"title": "Quilt-1M: One Million Image-Text Pairs for Histopathology",
"thumbnail": "/quilt-1m.jpg",
"authors": [
"Wisdom Oluchi Ikezogwo",
"Mehmet Saygin Seyfioglu",
"Fatemeh Ghezloo",
"Dylan Stefan Chan Geva",
"Fatwir Sheikh Mohammed",
"Pavan Kumar Anand",
"Ranjay Krishna",
"Linda Shapiro"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "http://arxiv.org/abs/2306.11207",
"code": "https://github.com/wisdomikezogwo/quilt1m"
}
},
{
"title": "Cola: How to adapt vision-language models to Compose Objects Localized with Attributes?",
"authors": [
"Arijit Ray",
"Filip Radenovic",
"Abhimanyu Dubey",
"Bryan A. Plummer",
"Ranjay Krishna",
"Kate Saenko"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2305.03689",
"project page": "https://cs-people.bu.edu/array/research/cola/"
},
"thumbnail": "/cola.png"
},
{
"title": "AR2-D2:Training a Robot Without a Robot",
"authors": [
"Jiafei Duan",
"Yi Ru Wang",
"Mohit Shridhar",
"Dieter Fox",
"Ranjay Krishna"
],
"year": "2023",
"venue": "CoRL 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.13818",
"project page": "http://ar2d2.site/"
},
"thumbnail": "/ar2d2.jpg"
},
{
"title": "Selective Visual Representations Improve Convergence and Generalization for Embodied-AI",
"thumbnail": "/codebook_teaser.png",
"authors": [
"Ainaz Eftekhar*",
"Kuo-Hao Zeng*",
"Jiafei Duan",
"Ali Farhadi",
"Ani Kembhavi",
"Ranjay Krishna"
],
"year": "2024",
"venue": "ICLR 2024",
"links": {
"pdf": "https://arxiv.org/abs/2311.04193"
}
},
{
"title": "VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building",
"thumbnail": "/vocalexplore.png",
"authors": [
"Maureen Daum",
"Enhao Zhang",
"Dong He",
"Stephen Mussmann",
"Brandon Haynes",
"Ranjay Krishna",
"Magdalena Balazinska"
],
"year": "2024",
"venue": "VLDB 2024",
"links": {
"pdf": "https://arxiv.org/pdf/2303.04068"
}
},
{
"title": "EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions",
"authors": [
"Enhao Zhang",
"Maureen Daum",
"Dong He",
"Brandon Haynes",
"Ranjay Krishna",
"Magdalena Balazinska"
],
"year": "2023",
"venue": "VLDB 2023",
"links": {
"pdf": "https://arxiv.org/pdf/2301.00929"
},
"thumbnail": "/equivocal.png"
},
{
"title": "Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias",
"authors": [
"Yue Yu*",
"Yuchen Zhuang*",
"Jieyu Zhang*",
"Yu Meng",
"Alexander Ratner",
"Ranjay Krishna",
"Jiaming Shen",
"Chao Zhang"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.15895",
"code": "https://github.com/yueyu1030/AttrPrompt"
},
"thumbnail": "/llm_training_data.png"
},
{
"title": "TIFA: Text-to-Image Faithfulness Evaluation with Question Answering",
"authors": [
"Yushi Hu",
"Benlin Liu",
"Jungo Kasai",
"Yizhong Wang",
"Mari Ostendorf",
"Ranjay Krishna",
"Noah A. Smith"
],
"year": "2023",
"venue": "ICCV 2023",
"links": {
"pdf": "https://arxiv.org/abs/2303.11897",
"project page": "https://tifa-benchmark.github.io/"
},
"thumbnail": "/tifa.png"
},
{
"title": "What does a platypus look like? Generating customized prompts for zero-shot image classification",
"authors": [
"Sarah Pratt",
"Ian Covert",
"Rosanne Liu",
"Ali Farhadi"
],
"year": "2023",
"venue": "ICCV 2023",
"links": {
"pdf": "https://arxiv.org/abs/2209.03320",
"code": "https://github.com/sarahpratt/CuPL"
},
"thumbnail": "/platypus.png"
},
{
"title": "Agile Modeling: From Concept to Classifier in Minutes",
"authors": [