-
Notifications
You must be signed in to change notification settings - Fork 2
Expand file tree
/
Copy pathpub.html
More file actions
executable file
·631 lines (551 loc) · 41.9 KB
/
pub.html
File metadata and controls
executable file
·631 lines (551 loc) · 41.9 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
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0" name="viewport" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
<!-- Favicons -->
<!-- <link rel="apple-touch-icon" href="./assets/img/kit/free/apple-icon.png"> -->
<link rel="icon" href="./assets/img/kit/free/yonsei.ico">
<title>
Yonsei Vision and Learning Lab.
</title>
<!-- Fonts and icons -->
<link rel="stylesheet" type="text/css" target="_blank" href="https://fonts.googleapis.com/css?family=Open+Sans:+400,500,600,700|Roboto:300,400,500,700|Roboto+Slab:400,700|Material+Icons" />
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/latest/css/font-awesome.min.css" />
<link rel="stylesheet" href="assets/css/material-kit.css?v=2.0.2">
<!-- Documentation extras -->
<!-- CSS Just for demo purpose, don't include it in your project -->
<!-- <link href="./assets/assets-for-demo/demo.css" rel="stylesheet" /> -->
<!-- iframe removal -->
</head>
<body class="index-page">
<nav class="navbar navbar-color-on-scroll navbar-transparent navbar-light fixed-top navbar-expand-lg " color-on-scroll="0" id="sectionsNav">
<div w3-include-html="header.html" class="container"></div>
</nav>
<div class="page-header2 header-filter clear-filter" data-parallax="true" style="background-image: url('assets/img/yonsei-eagle.jpeg'); background-position-y: -170px; background-position: top;">
<div class="container">
<div class="row">
<div class="col-md-8 ml-auto mr-auto">
<div class="brand">
</div>
</div>
</div>
</div>
</div>
<div class="main main-raised">
<div class="container">
<div class="title" style="margin-bottom: -1em;">
<h3>Publications</h3>
</div>
<!--
<div class="year-pub">
Preprints
</div>
-->
<div class="year-pub">
2023
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: hsl(0, 0%, 99%);">
<img class="card-pic-left" src="assets/paper_img/iccv2023-capeam.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents</h4>
<p class="card-text">Byeonghwi Kim, Jinyeon Kim, Yuyeong Kim, Cheolhong Min, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ICCV 2023<br>(CVPR 2023 Embodied AI Workshop - 1st Place Winner)</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Kim_Context-Aware_Planning_and_Environment-Aware_Memory_for_Instruction_Following_Embodied_Agents_ICCV_2023_paper.pdf" target="_blank">PDF </a> ·
<a href="https://openaccess.thecvf.com/content/ICCV2023/supplemental/Kim_Context-Aware_Planning_and_ICCV_2023_supplemental.zip" target="_blank">Supp </a> ·
<a href="https://bhkim94.github.io/projects/CAPEAM/" target="_new">Project Page </a> ·
<a href="https://askforalfred.com/EAI23/" class="card-link" target="_new">CVPR 2023 Workshop Challenge Page </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iccv2023-cmota.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Story Visualization by Online Text Augmentation with Context Memory</h4>
<p class="card-text">Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi </p>
<h6 class="card-subtitle mb-2 text-muted">ICCV 2023</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Ahn_Story_Visualization_by_Online_Text_Augmentation_with_Context_Memory_ICCV_2023_paper.pdf" target="_blank">PDF </a> ·
<a href="https://openaccess.thecvf.com/content/ICCV2023/supplemental/Ahn_Story_Visualization_by_ICCV_2023_supplemental.pdf" target="_blank">Supp </a> ·
<a href="https://dcahn12.github.io/projects/CMOTA/" class="card-link" target="_new">Project Page </a> ·
<a href="https://github.com/yonseivnl/cmota" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iccv2023-hiercl.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Online Continual Learning on Hierarchical Label Expansion</h4>
<p class="card-text">Byung Hyun Lee, Okchul Jung, Jonghyun Choi, Se Young Chun</p>
<h6 class="card-subtitle mb-2 text-muted">ICCV 2023</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Lee_Online_Continual_Learning_on_Hierarchical_Label_Expansion_ICCV_2023_paper.pdf" target="_blank">PDF </a> ·
<a href="https://openaccess.thecvf.com/content/ICCV2023/supplemental/Lee_Online_Continual_Learning_ICCV_2023_supplemental.pdf" target="_blank">Supp </a> ·
<a href="https://jokc28.github.io/okchul.github.io/" class="card-link" target="_new">Project Page </a> ·
<a href="https://github.com/Hyun1A/HLE" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/mobicom2023-miro.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Cost-effective On-device Continual Learning over Memory Hierarchy with Miro</h4>
<p class="card-text">Xinyue Ma, Suyeon Jeong, Minjia Zhang, Di Wang, Jonghyun Choi, Myeongjae Jeon</p>
<h6 class="card-subtitle mb-2 text-muted">M<span style="text-transform: lowercase">obi</span>C<span style="text-transform: lowercase">om</span> 2023</h6>
<a href="https://arxiv.org/pdf/2308.06053.pdf" target="_blank">PDF (arXiv)</a>,
<a href="https://dl.acm.org/doi/10.1145/3570361.3613297" target="_blank">(in ACM)</a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvprw2023-mensa.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds</h4>
<p class="card-text">Ashish Sinha, Jonghyun Choi </p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2023 - Workshop on Continual Learning in Computer Vision</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2023W/L3D-IVU/papers/Sinha_MEnsA_Mix-Up_Ensemble_Average_for_Unsupervised_Multi_Target_Domain_Adaptation_CVPRW_2023_paper.pdf" target="_blank">PDF </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iclr2023-sdp.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Online Boundary-Free Continual Learning by Scheduled Data Prior</h4>
<p class="card-text">Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ICLR 2023</h6>
<a href="https://openreview.net/pdf?id=qco4ekz2Epm" target="_blank">PDF </a> ·
<a href="https://github.com/yonseivnl/sdp" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/aaai2023-mocha.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Multi-level Compositional Reasoning for Interactive Instruction Following</h4>
<p class="card-text">Suvaansh Bhambri*, Byeonghwi Kim*, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">AAAI 2023</h6>
<a href="http://ppolon.github.io/paper/aaai2023-alfred-mocha.pdf" target="_blank">PDF </a> ·
<a href="https://github.com/yonseivnl/mcr-agent" target="_blank">Code </a>
</div>
</div>
</div>
<div class="year-pub">
2022
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/neurips2022-ask4help.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Ask4Help: Learning to Leverage an Expert for Embodied Tasks</h4>
<p class="card-text">Kunal Pratap Singh, Luca Weihs, Alvaro Herrasti, Jonghyun Choi, Aniruddha Kembhavi, Roozbeh Mottaghi</p>
<h6 class="card-subtitle mb-2 text-muted">N<span style="text-transform: lowercase">eur</span>IPS 2022</h6>
<a href="https://openreview.net/pdf?id=_bqtjfpj8h" target="_blank">PDF </a> ·
<a href="https://nips.cc/virtual/2022/poster/54883" target="_blank">Conference page </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/bmvc2022-texture.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Learning visual representations for transfer learning by suppressing texture</h4>
<p class="card-text">Shlok Mishra, Anshul Shah, Ankan Bansal, Janit Anjaria, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs</p>
<h6 class="card-subtitle mb-2 text-muted">BMVC 2022</h6>
<a href="https://bmvc2022.mpi-inf.mpg.de/0300.pdf" target="_blank">PDF </a> ·
<a href="https://bmvc2022.mpi-inf.mpg.de/0300_poster.pdf" target="_blank">Poster </a> ·
<a href="https://bmvc2022.mpi-inf.mpg.de/0300_video.mp4" target="_blank">Video </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/arxiv2021_carm.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">CarM: Hierarchical Episodic Memory for Continual Learning</h4>
<p class="card-text">Soobee Lee, Minindu Weerakoon, Jonghyun Choi, Minjia Zhang, Di Wang, Myeongjae Jeon</p>
<h6 class="card-subtitle mb-2 text-muted">DAC 2022</h6>
<a href="./research/papers/dac2022-carm.pdf" class="card-link" target="_blank">PDF</a> ·
<a href="https://github.com/supersoob/CarM" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/arxiv2021_bssl.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning</h4>
<p class="card-text">Dahyun Kim, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2022</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Kim_Unsupervised_Representation_Learning_for_Binary_Networks_by_Joint_Classifier_Learning_CVPR_2022_paper.pdf" target="_blank">PDF</a> ·
<a href="https://openaccess.thecvf.com/content/CVPR2022/supplemental/Kim_Unsupervised_Representation_Learning_CVPR_2022_supplemental.pdf" target="_blank">Supp</a> ·
<a href="https://github.com/naver-ai/burn" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2022_noisycl.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries</h4>
<p class="card-text">Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2022</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Bang_Online_Continual_Learning_on_a_Contaminated_Data_Stream_With_Blurry_CVPR_2022_paper.pdf" target="_blank">PDF</a> ·
<a href="https://openaccess.thecvf.com/content/CVPR2022/supplemental/Bang_Online_Continual_Learning_CVPR_2022_supplemental.pdf" target="_blank">Supp</a> ·
<a href="https://github.com/clovaai/puridiver" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2022_eventstereo.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Stereo Depth from Events Cameras: Concentrate and Focus on the Future</h4>
<p class="card-text">YeongWoo Nam, Mohammad Mostafavi, Kuk-Jin Yoon, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2022</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Nam_Stereo_Depth_From_Events_Cameras_Concentrate_and_Focus_on_the_CVPR_2022_paper.pdf" target="_blank">PDF</a> ·
<a href="https://openaccess.thecvf.com/content/CVPR2022/supplemental/Nam_Stereo_Depth_From_CVPR_2022_supplemental.pdf" target="_blank">Supp</a> ·
<a href="https://github.com/yonseivnl/se-cff" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2022_structsparse.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Attentive Fine-Grained Structured Sparsity for Image Restoration</h4>
<p class="card-text">Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2022</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Oh_Attentive_Fine-Grained_Structured_Sparsity_for_Image_Restoration_CVPR_2022_paper.pdf" target="_blank">PDF</a> ·
<a href="https://openaccess.thecvf.com/content/CVPR2022/supplemental/Oh_Attentive_Fine-Grained_Structured_CVPR_2022_supplemental.pdf" target="_blank">Supp</a> ·
<a href="https://github.com/JungHunOh/SLS_CVPR2022" target="_blank">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="../assets/paper_img/cvprw2022_lgmc.jpg" width=120px>
<h4 class="card-title">Language Guided Meta-Control for Embodied Instruction Following</h4>
<p class="card-text">Divyam Goel, Kunal Pratap Singh, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2022 - Workshop on Embodied AI (EAI-2022)</h6>
<a href="https://embodied-ai.org/papers/2022/23.pdf" target="_new">PDF</a>
<!-- <a href="./papers/cvprw21_poster_bnas_v2.pdf" target="_new">Poster</a> ·
<a href="./papers/cvprw21_slide_bnas_v2.pdf" target="_new">Talk Slide</a> -->
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/arxiv2021_iblurry.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference</h4>
<p class="card-text">Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ICLR 2022</h6>
<a href="https://arxiv.org/pdf/2110.10031.pdf" class="card-link" target="_blank">PDF</a>
</div>
</div>
</div>
<!-- Published with Peer Reviews-->
<div class="year-pub">
2021
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/emnlp2021_iconary.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Iconary: A Pictionary-based Game for Testing Multimodal Communication with Drawings and Text</h4>
<p class="card-text">Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni and Ali Farhadi</p>
<h6 class="card-subtitle mb-2 text-muted">EMNLP 2021 - Oral</h6>
<a href="./pub.html" class="card-link" target="_blank">Paper coming soon</a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iccv2021_zsnlvl.jpg" width=120px>
<h4 class="card-title">Zero-Shot Natural Language Video Localization</h4>
<p class="card-text">Jinwoo Nam*, Daechul Ahn*, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi</p>
<!-- <h6 class="card-subtitle mb-2 text-muted">ICCV 2021 - Oral (Acceptance ratio: 3.2%)</h6> -->
<h6 class="card-subtitle mb-2 text-muted">ICCV 2021 - Oral</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Nam_Zero-Shot_Natural_Language_Video_Localization_ICCV_2021_paper.pdf" class="card-link" target="_new">PDF</a>
<a href="https://openaccess.thecvf.com/content/ICCV2021/supplemental/Nam_Zero-Shot_Natural_Language_ICCV_2021_supplemental.zip" class="card-link" target="_new">SuppMat </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/arxiv2020_moca.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Factorizing Perception and Policy for Interactive Instruction Following</h4>
<p class="card-text">Kunal Pratap Singh*, Suvaansh Bhambri*, Byeonghwi Kim*, Roozbeh Mottaghi, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted" >ICCV 2021<br>(CVPR Embodied AI Workshop 2021 - 2nd Place winner)</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Singh_Factorizing_Perception_and_Policy_for_Interactive_Instruction_Following_ICCV_2021_paper.pdf" class="card-link" target="_new">PDF</a>
<a href="https://openaccess.thecvf.com/content/ICCV2021/supplemental/Singh_Factorizing_Perception_and_ICCV_2021_supplemental.zip" class="card-link" target="_new">SuppMat </a>
<a href="https://github.com/gistvision/moca" class="card-link" target="_blank">Code</a>
<a href="https://prior.allenai.org/projects/moca" class="card-link" target="_new">Project Page </a>
<span class="card-link" style="font-size: small;">(Previous version: <a href="https://arxiv.org/pdf/2012.03208.pdf" class="card-link" target="_blank">MOCA: A Modular Object-Centric Approach for Interactive Instruction Following</a>)</span>
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iccv2021_denoising.jpg" width=120px>
<h4 class="card-title">Rethinking Deep Image Prior for Denoising</h4>
<p class="card-text">Yeonsik Jo, Se Young Chun, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ICCV 2021</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Jo_Rethinking_Deep_Image_Prior_for_Denoising_ICCV_2021_paper.pdf" class="card-link" target="_new">PDF</a>
<a href="https://openaccess.thecvf.com/content/ICCV2021/supplemental/Jo_Rethinking_Deep_Image_ICCV_2021_supplemental.pdf" class="card-link" target="_new">SuppMat </a>
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/iccv2021_ei_stereo.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds</h4>
<p class="card-text">S. Mohammad Mostafavi I., Kuk-Jin Yoon, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ICCV 2021<br>(CVPR Event Vision Workshop 2021 - 1st Place winner)</h6>
<a href="https://openaccess.thecvf.com/content/ICCV2021/papers/Mostafavi_Event-Intensity_Stereo_Estimating_Depth_by_the_Best_of_Both_Worlds_ICCV_2021_paper.pdf" class="card-link" target="_new">PDF</a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2020_esr.jpg" width=120px>
<h4 class="card-title">E2SRI: Learning to Super Resolve Intensity Images from Events</h4>
<p class="card-text">S. Mohammad Mostafavi I., Yeong-woo Nam, Jonghyun Choi, Kuk-Jin Yoon</p>
<h6 class="card-subtitle mb-2 text-muted">IEEE Transactions on Pattern Analysis and Machine Intelligence</h6>
<a href="https://ieeexplore.ieee.org/document/9485034" class="card-link" target="_blank">PDF</a>
<!-- <a href="https://openaccess.thecvf.com/content_CVPR_2020/supplemental/I._Learning_to_Super_CVPR_2020_supplemental.zip" class="card-link" target="_blank">Supp-Mat.</a>
<a href="https://github.com/gistvision/e2sri" class="card-link" target="_blank">Code (in prep.)</a>
<a href="https://www.youtube.com/watch?v=ZMFAseI1DM8" class="card-link" target="_blank">Video</a>
<a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a> -->
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2021_rm.jpg" width=120px>
<h4 class="card-title">Rainbow Memory: Continual Learning with a Memory of Diverse Samples</h4>
<p class="card-text">Jihwan Bang*, Heesu Kim*, Youngjoon Yoo, Jung-Woo Ha, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2021</h6>
<a href="https://openaccess.thecvf.com/content/CVPR2021/papers/Bang_Rainbow_Memory_Continual_Learning_With_a_Memory_of_Diverse_Samples_CVPR_2021_paper.pdf" class="card-link" target="_new">PDF</a>
<a href="https://openaccess.thecvf.com/content/CVPR2021/supplemental/Bang_Rainbow_Memory_Continual_CVPR_2021_supplemental.pdf" class="card-link" target="_new">SuppMat </a>
<a href="https://github.com/clovaai/rainbow-memory/" class="card-link" target="_new">Code </a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/arxiv2021_bnas_v2.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements</h4>
<p class="card-text">Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2021 Workshop for Binary Networks for Computer Vision</h6>
<a href="https://arxiv.org/pdf/2110.08562.pdf" class="card-link" target="_blank">PDF</a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/ieee_ed2021.jpg" width=130px>
<h4 class="card-title" style="margin-bottom: -0.1em;">Acceleration of Semiconductor Device Simulation With Approximate Solutions Predicted by Trained Neural Networks</h4>
<p class="card-text">Seung-Cheol Han, Jonghyun Choi, Sung-Min Hong</p>
<h6 class="card-subtitle mb-2 text-muted">IEEE Transactions on Electron Devices 2021</h6>
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9426452" class="card-link" target="_blank">PDF</a>
<!-- <a href="https://openaccess.thecvf.com/content_CVPR_2020/supplemental/I._Learning_to_Super_CVPR_2020_supplemental.zip" class="card-link" target="_blank">Supp-Mat.</a>
<a href="https://github.com/gistvision/e2sri" class="card-link" target="_blank">Code (in prep.)</a>
<a href="https://www.youtube.com/watch?v=ZMFAseI1DM8" class="card-link" target="_blank">Video</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a> -->
</div>
</div>
</div>
<div class="year-pub">
2020
</div>
<!-- news contents -->
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/eccv2020_bnas.jpg" width=120px>
<h4 class="card-title" style="margin-top: -0.1em;">Learning Architectures for Binary Networks</h4>
<p class="card-text">Dahyun Kim*, Kunal Pratap Singh*, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">ECCV 2020 <br>Samsung Humantech Paper Award 2020 - Bronze</h6>
<a href="https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123570562.pdf" class="card-link" target="_blank">PDF</a>
<a href="https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123570562-supp.zip" class="card-link" target="_blank">Supp-Mat</a>
<a href="https://github.com/gistvision/bnas/" class="card-link" target="_blank">Code</a>
</div>
</div>
</div>
<div class="row-pub all">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2020_esr.jpg" width=120px>
<h4 class="card-title">Learning to Super Resolve Intensity Images from Events</h4>
<p class="card-text">S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2020 - Oral</h6>
<a href="https://openaccess.thecvf.com/content_CVPR_2020/papers/I._Learning_to_Super_Resolve_Intensity_Images_From_Events_CVPR_2020_paper.pdf" class="card-link" target="_blank">PDF</a>
<a href="https://openaccess.thecvf.com/content_CVPR_2020/supplemental/I._Learning_to_Super_CVPR_2020_supplemental.zip" class="card-link" target="_blank">Supp-Mat.</a>
<a href="https://github.com/gistvision/e2sri" class="card-link" target="_blank">Code (in prep.)</a>
<a href="https://www.youtube.com/watch?v=ZMFAseI1DM8" class="card-link" target="_blank">Video</a>
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a> -->
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/ieee_access2020_incre.jpg" width=120px>
<h4 class="card-title">Confidence Calibration for Incremental Learning</h4>
<p class="card-text">Dongmin Kang, Yeonsik Jo , Yeongwoo Nam, Jonghyun Choi</p>
<h6 class="card-subtitle mb-2 text-muted">IEEE Access</h6>
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9133417" class="card-link" target="_blank">PDF</a>
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a> -->
</div>
</div>
</div>
<div class="year-pub">
2019
</div>
<!-- news contents -->
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2019_ehdr.jpg" width=150px>
<h4 class="card-title">Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks</h4>
<p class="card-text">S. Mohammad Mostafavi I., Lin Wang, Yo-Sung Ho, Kuk-Jin Yoon</p>
<h6 class="card-subtitle mb-2 text-muted">CVPR 2019</h6>
<a href="https://openaccess.thecvf.com/content_CVPR_2019/papers/Wang_Event-Based_High_Dynamic_Range_Image_and_Very_High_Frame_Rate_CVPR_2019_paper.pdf" class="card-link" target="_blank">PDF</a>
<!-- <a href="https://allenai.github.io/one-shot-part-labeling/" class="card-link" target="_blank">Project Page</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a> -->
</div>
</div>
</div>
<div class="year-pub">
2018
</div>
<!-- news contents -->
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2018_ssmn.jpg" width=120px>
<h4 class="card-title">Structured Set Matching Networks for One-Shot Part Labeling</h4>
<p class="card-text">Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi</p>
<h6 class="card-subtitle mb-2 text-muted" style="width: 50%;">CVPR 2018 - Spotlight</h6>
<a href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Choi_Structured_Set_Matching_CVPR_2018_paper.pdf" class="card-link" target="_blank">PDF</a>
<a href="https://openaccess.thecvf.com/content_cvpr_2018/Supplemental/2732-supp.pdf" class="card-link" target="_blank">SuppMat</a>
<a href="https://allenai.github.io/one-shot-part-labeling/" class="card-link" target="_blank">Project Page</a>
<!-- <a href="https://youtu.be/Jl1NeziAHFY?start=1h23m9s&end=1h27m16s" class="card-link" target="_blank">Talk</a> -->
<a href="https://youtu.be/Jl1NeziAHFY?start=4996&end=5236" class="card-link" target="_blank">Talk</a>
</div>
</div>
</div>
<div class="year-pub">
2017
</div>
<!-- news contents -->
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2017_tqa.jpg" width=150px>
<h4 class="card-title">Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension</h4>
<p class="card-text">Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi</p>
<h6 class="card-subtitle mb-2 text-muted" style="width: 50%;">CVPR 2017 - Spotlight</h6>
<a href="http://openaccess.thecvf.com/content_cvpr_2017/papers/Kembhavi_Are_You_Smarter_CVPR_2017_paper.pdf" target="_new">PDF </a> ·
<a href="https://www.youtube.com/watch?v=gPGeTUmKxrg" target="_new">Talk </a> ·
<a href="http://textbookqa.org/" target="_new">Dataset Explorer</a>
</div>
</div>
</div>
<div class="year-pub">
2016
</div>
<!-- news contents -->
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2016_anomaly.jpg" width=120px>
<h4 class="card-title">Learning Temporal Regularity in Video Sequences</h4>
<p class="card-text">Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis</p>
<h6 class="card-subtitle mb-2 text-muted" style="width: 50%;">CVPR 2016</h6>
<a href="http://openaccess.thecvf.com/content_cvpr_2016/papers/Hasan_Learning_Temporal_Regularity_CVPR_2016_paper.pdf" target="_new">PDF </a> ·
<a href="./paper/cvpr2016_anomaly_supp.pdf" target="_new">Supplementary </a> ·
<a href="https://github.com/mhasa004/caffe" target="_new">Code </a> ·
<a href="https://www.youtube.com/watch?v=RQ7dg6wCrQc" target="_new">Video1 </a> ·
<a href="https://www.youtube.com/watch?v=UXEndaBFq6s" target="_new">Video2 </a> ·
<a href="./paper/cvpr2016_anomaly_poster.pdf" target="_new">Poster </a>
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/cvpr2016_discpatch.jpg" width=120px>
<h4 class="card-title">Mining Discriminative Triplets of Patches for Fine-Grained Classification</h4>
<p class="card-text">Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis</p>
<h6 class="card-subtitle mb-2 text-muted" style="width: 50%;">CVPR 2016</h6>
<a href="http://openaccess.thecvf.com/content_cvpr_2016/papers/Wang_Mining_Discriminative_Triplets_CVPR_2016_paper.pdf" target="_new">PDF </a> ·
<a href="./paper/cvpr2016_discpatch_poster.pdf" target="_new">Poster </a>
</div>
</div>
</div>
<div class="row-pub">
<div class="card" style="width: 97%;">
<div class="card-body" style="background-color: rgb(253, 253, 253);">
<img class="card-pic-left" src="assets/paper_img/aaai2016_sal.jpg" width=120px>
<h4 class="card-title">Knowledge Transfer with Interactive Learning of Semantic Relationships</h4>
<p class="card-text">Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis</p>
<h6 class="card-subtitle mb-2 text-muted" style="width: 50%;">AAAI 2016</h6>
<a href="./paper/aaai2016_sal.pdf" target="_new">PDF </a> ·
<a href="./paper/aaai2016_sal_slide.pdf" target="_new">Slides </a><br>
</div>
</div>
</div>
<div class="row-pub" style="margin-bottom: 3em;"></div>
</div>
</div>
<!-- End Modal -->
<div w3-include-html="footer.html"></div>
<!-- Core JS Files -->
<script src="./assets/js/core/jquery.min.js"></script>
<script src="./assets/js/core/popper.min.js"></script>
<script src="./assets/js/bootstrap-material-design.js"></script>
<!-- Plugin for Date Time Picker and Full Calendar Plugin -->
<script src="./assets/js/plugins/moment.min.js"></script>
<!-- Plugin for the Datepicker, full documentation here: https://github.com/Eonasdan/bootstrap-datetimepicker -->
<script src="./assets/js/plugins/bootstrap-datetimepicker.min.js"></script>
<!-- Plugin for the Sliders, full documentation here: http://refreshless.com/nouislider/ -->
<script src="./assets/js/plugins/nouislider.min.js"></script>
<!-- Material Kit Core initialisations of plugins and Bootstrap Material Design Library -->
<script src="./assets/js/material-kit.js?v=2.0.2"></script>
<!-- Fixed Sidebar Nav - js With initialisations For Demo Purpose, Don't Include it in your project -->
<script src="./assets/assets-for-demo/js/material-kit-demo.js"></script>
<!-- including html -->
<script src="./assets/js/include-html.js"></script>
<script>
$(document).ready(function() {
//init DateTimePickers
materialKit.initFormExtendedDatetimepickers();
// // Sliders Init
// materialKit.initSliders();
includeHTML();
});
</script>
</body>
</html>