-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpublication.html
655 lines (525 loc) · 40.9 KB
/
publication.html
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
<!DOCTYPE html>
<html lang="en">
<head>
<title>TACO-Group@TAMU</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<link href="https://fonts.googleapis.com/css?family=B612+Mono|Cabin:400,700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="fonts/icomoon/style.css">
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css"
integrity="sha384-Vkoo8x4CGsO3+Hhxv8T/Q5PaXtkKtu6ug5TOeNV6gBiFeWPGFN9MuhOf23Q9Ifjh" crossorigin="anonymous">
<link rel="stylesheet" href="css/jquery-ui.css">
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<link rel="stylesheet" href="css/jquery.fancybox.min.css">
<link rel="stylesheet" href="fonts/flaticon/font/flaticon.css">
<link rel="stylesheet" href="css/aos.css">
<link href="css/jquery.mb.YTPlayer.min.css" media="all" rel="stylesheet" type="text/css">
<link rel="stylesheet" href="css/style.css">
<link rel="shortcut icon" type="image/x-icon" href="favicon.ico" />
<!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
<!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
</head>
<body data-spy="scroll" data-target=".site-navbar-target" data-offset="300">
<div class="site-wrap">
<div class="site-mobile-menu site-navbar-target">
<div class="site-mobile-menu-header">
<div class="site-mobile-menu-close mt-3">
<span class="icon-close2 js-menu-toggle"></span>
</div>
</div>
<div class="site-mobile-menu-body"></div>
</div>
<div class="header-top">
<div class="container" style="padding:20px">
<div class="row align-items-center">
<!-- <div class="col-12 col-lg-6 d-flex"> -->
<img src="./TACO_LOGO.png" width="25%" />
<a class="ml-auto site-logo">
<b style="color: rgb(80, 0, 0)">T</b>rustworthy, <b
style="color: rgb(80, 0, 0)">A</b>utonomous, Human-<b
style="color: rgb(80, 0, 0)">C</b>entered, and<br> Emb<b
style="color: rgb(80, 0, 0)">o</b>died Intelligence Group @ Texas A&M University
</a>
<a href="#"
class="ml-auto d-inline-block d-lg-none site-menu-toggle js-menu-toggle text-black"><span
class="icon-menu h3"></span></a>
<!-- </div> -->
<!-- <div class="col-12 col-lg-6 ml-auto d-flex">
<div class="ml-md-auto top-social d-none d-lg-inline-block">
<a href="#" class="d-inline-block p-3"> </a>
<a href="#" class="d-inline-block p-3"> </a>
<a href="#" class="d-inline-block p-3"> </a>
</div>
</div> -->
<!-- <div class="col-6 d-block d-lg-none text-right">-->
</div>
</div>
</div>
<div class="site-navbar py-2 js-sticky-header site-navbar-target d-none pl-0 d-lg-block" role="banner">
<div class="container" style="padding-right=10%">
<div class="d-flex align-items-right">
<!-- <div class="mr-auto">
<a href="index.html">
<img src="./logo.png" width="10%"/>
  <b>V</b>isual <b>I</b>nformatics Group @ University of <b>T</b>exas at <b>A</b>ustin
</a>
</div> -->
<div class="ml-auto">
<nav class="site-navigation position-relative text-right" role="navigation">
<ul class="site-menu main-menu js-clone-nav mr-auto d-none pl-0 d-lg-block">
<li class="active">
<a href="index.html" class="nav-link text-right">Home</a>
</li>
<!-- <li>-->
<!-- <a href="research.html"" class=" nav-link text-left">Research</a>-->
<!-- </li>-->
<li>
<a href="publication.html" class=" nav-link text-left">Publication</a>
</li>
<li>
<a href="teaching.html" class=" nav-link text-left">Teaching</a>
</li>
<li>
<a href="group.html" class="nav-link text-left">Group</a>
</li>
<li>
<a href="resource.html" class="nav-link text-left">Resource</a>
</li>
<!-- <li>-->
<!-- <a href="prospective_students.html" class="nav-link text-left">Opening</a>-->
<!-- </li>-->
<!-- <li class="nav-item dropdown">
<a class="nav-link dropdown-toggle" href="challenge.html" id="navbarDropdown" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
Challenge
</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdown">
<a class="dropdown-item" href="challenge1.html">Tiny Object Detection Challenge</a>
<a class="dropdown-item" href="challenge2.html">Image Restoration for UDC Challenge</a>
</div>
</li>
<li>
<a href="callforpapers.html" class="nav-link text-left">Call for Papers</a>
</li>
<li>
<a href="speakers.html" class="nav-link text-left">Invited Speakers</a>
</li>
<li class="nav-item dropdown">
<a class="nav-link dropdown-toggle" href="challenge.html" id="navbarDropdown"
role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
Previous
</a>
<div class="dropdown-menu" aria-labelledby="navbarDropdown">
<a class="dropdown-item" href="https://yuqian2.wixsite.com/forlq">RLQ'19</a>
</div>
</li> -->
</ul>
</nav>
</div>
</div>
</div>
</div>
</div>
<div class="site-section">
<div class="container">
<div class="row">
<div class="col-lg-12">
<p>
<!-- Our group actively publishes in the fields of design automation, machine learning, computer-->
<!-- architecture, and photonics. Below are a list of recent and selected papers.-->
<!-- A mark * denotes the author to be a ScopeX student or Dr. Gu's mentee. -->
Our group actively publishes in top-tier venues in the fields of machine learning, computer vision, natural language processing, and interdisciplinary data science.
Below is a list of recent and selected papers.
<!-- Our group actively publishes in the fields of machine learning, computer vision, and interdisciplinary data science. Below are a list of recent and selected papers. A mark * denotes the author to be a VITA student or Dr. Wang's mentee. An up-to-date full paper list can be found here.-->
</p>
<!-- Journal paper -->
<div class="section-title" style="margin-bottom: 20px">
<h2>Preprint</h2>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>S. Xing, H. Hua, X. Gao, S. Zhu, R. Li, K. Tian, X. Li, H. Huang, T. Yang, Z. Wang, Y. Zhou, H. Yao, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.15206">[Paper]</a> <a href="https://taco-group.github.io/AutoTrust/">[Project]</a></li>
<li>X. Xing, C. Qian, Y. Wang, H. Hua, K. Tian, Y. Zhou, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.15208">[Paper]</a> <a href="https://github.com/taco-group/OpenEMMA">[Code]</a></li>
<li>L. Li, J. Li, ..., Z. Tu, ..., Y. Zhao, Y. Dong
<br> <b style="color:rgb(71, 71, 71)">"Political-llm: Large language models in political science"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.06864">[Paper]</a> <a href="http://political-llm.org/">[Project]</a></li>
<li>Z. Wang, J. Guo, J. Zhu, Y. Li, H. Huang, M. Chen, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.04852">[Paper]</a> <a href="https://github.com/taco-group/SleeperMark">[Code]</a></li>
<li>Q. Zheng, Y. Fan, L. Huang, T. Zhu, J. Liu, Z. Hao, X. Shuo, C.J. Chen, X. Min, A. Bovik, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"Video Quality Assessment: A Comprehensive Survey"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.04508">[Paper]</a> <a href="https://github.com/taco-group/Video-Quality-Assessment-A-Comprehensive-Survey">[Code]</a></li>
<li>H. Wang, Y. Zhang, R. Bai, Y. Zhao, S. Liu, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.16832">[Paper]</a> <a href="https://github.com/taco-group/FaceLock">[Code]</a></li>
<li>S. Li, H. Gong, H. Dong, T. Yang, Z. Tu, Y. Zhao
<br> <b style="color:rgb(71, 71, 71)">"DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.08227">[Paper]</a> <a href="https://github.com/lili0415/DPU-OOD-Detection">[Code]</a></li>
<li>R. Li, P. Pan, B. Yang, D. Xu, S. Zhou, X. Zhang, Z. Li, A. Kadambi, Z. Wang, Z. Tu, Z. Fan
<br> <b style="color:rgb(71, 71, 71)">"4K4DGen: Panoramic 4D Generation at 4K Resolution"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2406.13527">[Paper]</a> <a href="https://4k4dgen.github.io/">[Project]</a></li>
<li>T. Zhu, Q. Liu, F. Wang, Z. Tu, and M. Chen
<br> <b style="color:rgb(71, 71, 71)">"Unraveling Cross-Modality Knowledge Conflict in Large Vision-Language Models"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2410.03659">[Paper]</a> <a href="https://github.com/luka-group/vlm-knowledge-conflict">[Code]</a></li>
<li>J. Li, X. Liu, B. Li, R. Xu, J. Li, H. Yu, and Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"CoMamba: Real-time Cooperative Perception Unlocked with State Space Models"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2409.10699">[Paper]</a> <a href="https://github.com/taco-group/CoMamba">[Code]</a></li>
<!-- <li>K. Mei, Z. Tu, M. Delbracio, H. Talebi, V.M. Patel, P. Milanfar-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Bigger is not Always Better: Scaling Properties of Latent Diffusion Models"</b>-->
<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2404.01367">[Paper]</a> </li>-->
<li>B Li, J Li, X Liu, R Xu, Z Tu, J Guo, X Li, H Yu
<br> <b style="color:rgb(71, 71, 71)">"V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions"</b>
<br>Arxiv 2024. <a href="https://arxiv.org/abs/2403.11371">[Paper]</a> </li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 20px">
<h2>Journal Paper</h2>
</div>
<!-- <div class="section-title" style="margin-bottom: 10px">-->
<!-- <h3>-->
<!-- <font size="4"> 2024</font>-->
<!-- </h3>-->
<!-- </div>-->
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>R. Zhu, Z. Tu, J. Liu, A.C. Bovik, Y. Fan
<br> <b style="color:rgb(71, 71, 71)">"MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers"</b>
<br>IEEE Transactions on Image Processing, 2024. <a href="">[Paper]</a> <a href="">[Code]</a></li>
<li>K. Mei, Z. Tu, M. Delbracio, H. Talebi, V. M. Patel, P. Milanfar
<br> <b style="color:rgb(71, 71, 71)">"Bigger is not Always Better: Scaling Properties of Latent Diffusion Models"</b>
<br>Transactions on Machine Learning Research, 2024. <a href="https://arxiv.org/abs/2404.01367">[Paper]</a> <a href="https://openreview.net/forum?id=0u7pWfjri5">[Openreview]</a></li>
<li>R. Xu, C.J. Chen, Z. Tu, M.H. Yang
<br> <b style="color:rgb(71, 71, 71)">"V2X-ViTv2: Improved Vision Transformers for Vehicle-to-Everything Cooperative Perception"</b>
<br>IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. <a href="https://ieeexplore.ieee.org/abstract/document/10715696">[Paper]</a> <a href="https://github.com/DerrickXuNu/OpenCOOD">[Code]</a></li>
<li>Q. Zheng*, Z. Tu*, PC Madhusudana, X. Zeng, A.C. Bovik, Y. Fan
<br> <b style="color:rgb(71, 71, 71)">"FAVER: Blind Quality Prediction of Variable Frame Rate Videos"</b>
<br>Signal Processing: Image Communication, 2024. <a href="https://www.sciencedirect.com/science/article/abs/pii/S092359652400002X">[Paper]</a> <a href="https://github.com/uniqzheng/HFR-BVQA">[Code]</a></li>
<li>Q. Zheng, Z. Tu, X. Zeng, AC Bovik, Y. Fan
<br> <b style="color:rgb(71, 71, 71)">"A completely blind video quality evaluator"</b>
<br>IEEE Signal Processing Letters, 2022. <a href="https://ieeexplore.ieee.org/abstract/document/9921340">[Paper]</a> <a href="https://github.com/uniqzheng/VIQE">[Code]</a></li>
<li>Z. Tu, X. Yu, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"RAPIQUE: Rapid and accurate video quality prediction of user generated content"</b>
<br>IEEE Open Journal of Signal Processing, 2021. <a href="https://ieeexplore.ieee.org/abstract/document/9463703">[Paper]</a> <a href="https://github.com/vztu/RAPIQUE">[Code]</a> <a href="https://signalprocessingsociety.org/blog/sps-webinar-rapid-accurate-and-explainable-video-quality-assessment-user-generated-content">[IEEE SPS Webinar]</a><br><b><font color="red">Highlighted in OJSP 2022-2023 newsletter, featured talk at IEEE SPS Webinar</a></font></b></br></li>
<li>Z. Tu, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"UGC-VQA: Benchmarking blind video quality assessment for user generated content"</b>
<br>IEEE Transactions on Image Processing, 2021. <a href="https://arxiv.org/abs/2005.14354">[Paper]</a> <a href="https://github.com/vztu/VIDEVAL">[Code]</a> </li>
<li>Z. Tu, J. Lin, Y. Wang, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"Adaptive Debanding Filter"</b>
<br>IEEE Signal Processing Letters, 2020. <a href="https://arxiv.org/abs/2009.10804">[Paper]</a> <a href="https://github.com/google/bband-adaband">[Code]</a></li>
</ul>
</div>
</div>
<!-- Conference paper -->
<div class="section-title" style="margin-bottom: 20px">
<h2>Conference Paper</h2>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2025</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>R. Li, P. Pan, B. Yang, D. Xu, S. Zhou, X. Zhang, Z. Li, A. Kadambi, Z. Wang, Z. Tu, Z. Fan
<br> <b style="color:rgb(71, 71, 71)">"4k4dgen: Panoramic 4d generation at 4k resolution"</b>
<br>International Conference on Learning Representations (ICLR), 2025.
<a href="https://4k4dgen.github.io/">[Project]</a>
<a href="https://arxiv.org/abs/2406.13527">[Paper]</a>
<a href="">[Code]</a>
</li>
<li>X. Gao, R. Xu, J. Li, Z. Wang, Z. Fan, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"STAMP: Scalable Task- And Model-agnostic Collaborative Perception"</b>
<br>International Conference on Learning Representations (ICLR), 2025.
<a href="https://openreview.net/forum?id=8NdNniulYE">[Openreview]</a>
<a href="">[Paper]</a>
<a href="">[Code]</a>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2024</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>C.-J. Chen, R. Xu, W. Shao, J. Zhang, Z. Tu
<br> <b style="color:rgb(71, 71, 71)">"OpenCDA-∞: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception"</b>
<br>NeurIPS Dataset and Benchmark Track (NeurIPS), 2024.
<a href="https://openreview.net/forum?id=ioAPiwNBE9#discussion">[Paper]</a>
<a href="https://github.com/taco-group/opencda-loop">[Code]</a>
</li>
<li>C. Qi, Z. Tu, K. Ye, M. Delbracio, P. Milanfar, Q. Chen, H. Talebi
<br> <b style="color:rgb(71, 71, 71)">"SPIRE: Semantic Prompt-Driven Image Restoration "</b>
<br>European Conference on Computer Vision (ECCV), 2024.
<a href="https://chenyangqiqi.github.io/tip/">[Project]</a>
<a href="https://arxiv.org/abs/2312.11595">[Paper]</a>
</li>
<li>K. Mei, M. Delbracio, H. Talebi, Z. Tu, V.M. Patel, P. Milanfar
<br> <b style="color:rgb(71, 71, 71)">"CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation"</b>
<br>IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
<a href="https://fast-codi.github.io/">[Project]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/html/Mei_CoDi_Conditional_Diffusion_Distillation_for_Higher-Fidelity_and_Faster_Image_Generation_CVPR_2024_paper.html">[Paper]</a> <a href="https://github.com/fast-codi/CoDi">[Code]</a>
</li>
<li>J. Li, B. Li, Z. Tu, X. Liu, Q. Guo, F. Juefei-Xu, R. Xu, H. Yu
<br> <b style="color:rgb(71, 71, 71)">"Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving"</b>
<br>IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
<a href="https://jinlong17.github.io/LightDiff/">[Project]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/html/Li_Light_the_Night_A_Multi-Condition_Diffusion_Framework_for_Unpaired_Low-Light_CVPR_2024_paper.html">[Paper]</a> <a href="https://github.com/jinlong17/LightDiff">[Code]</a>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2023</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>Z. Tu, P. Milanfar, H. Talebi
<br> <b style="color:rgb(71, 71, 71)">"MULLER: Multilayer Laplacian Resizer for Vision"</b>
<br>IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
<a href="https://arxiv.org/abs/2304.02859">[Paper]</a> <a href="https://github.com/google-research/google-research/tree/master/muller">[Code]</a>
</li>
<li>R. Xu, X. Xia, J. Li, H. Li, S. Zhang, Z. Tu, Z. Meng, H. Xiang, X. Dong, R. Song, H. Yu, B. Zhou, J. Ma
<br> <b style="color:rgb(71, 71, 71)">"V2V4Real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception"</b>
<br>IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023. <b><font color="red">Highlight</a></font></b>
<a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>
<a href="https://arxiv.org/abs/2303.07601">[Paper]</a> <a href="https://github.com/ucla-mobility/v2v4real">[Code]</a>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2022</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>Q. Zheng, Z. Tu, Z. Hao, X. Zeng, A.C. Bovik, Y. Fan
<br> <b style="color:rgb(71, 71, 71)">"Blind Video Quality Assessment via Space-Time Slice Statistics"</b>
<br>IEEE International Conference on Image Processing (ICIP), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9897565/">[Paper]</a> <a href="https://github.com/uniqzheng/STS_BVQA">[Code]</a>
</li>
<li>R Xu*, Z Tu*, H Xiang, W Shao, B Zhou, J Ma
<br> <b style="color:rgb(71, 71, 71)">"CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers"</b>
<br>Conference on Robot Learning (CoRL), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://arxiv.org/abs/2207.02202">[Paper]</a> <a href="https://github.com/DerrickXuNu/CoBEVT">[Code]</a>
</li>
<li>Q. Zheng, Z. Tu, Y. Fan, X. Zeng, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"No-Reference Quality Assessment of Variable Frame-Rate Videos Using Temporal Bandpass Statistics"</b>
<br>IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9746997">[Paper]</a> <a href="https://github.com/uniqzheng/HFR-BVQA">[Code]</a>
</li>
<li>R Xu*, Z Tu*, Y Du*, X Dong, J Li, Z Meng, J Ma, A Bovik, H Yu
<br> <b style="color:rgb(71, 71, 71)">"Pik-Fix: Restoring and Colorizing Old Photos"</b>
<br>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://arxiv.org/abs/2205.01902">[Paper]</a> <a href="https://github.com/DerrickXuNu/Pik-Fix">[Code]</a>
</li>
<li>Z. Tu, H. Talebi, H. Zhang, F. Yang, P. Milanfar, A. Bovik, Y. Li
<br> <b style="color:rgb(71, 71, 71)">"MaxViT: Multi-axis Vision Transformer"</b>
<br>European Conference on Computer Vision (ECCV), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://arxiv.org/abs/2204.01697">[Paper]</a> <a href="https://github.com/google-research/maxvit">[Code]</a>
<br><b><font color="red">Highlighted on-top in Jeff Dean's <a href="https://blog.research.google/2023/01/google-research-2022-beyond-language.html">2022 Annual Google Research Blog</a>; Selected as top-3 papers of the year in <a href="https://www.linkedin.com/pulse/ahead-ai-4-big-year-sebastian-raschka-phd/?trk=public_post">Ahead of AI #4: A Big Year for AI</a>; Retweeted by the Yann Lecun: <a href="https://twitter.com/ylecun/status/1579587264010600448?lang=en">link</a>;
Top-15 Most Influential ECCV Papers (<a href="https://www.paperdigest.org/2023/01/most-influential-eccv-papers-2023-01/>">2023-01</a>)</font></b>
</li>
<li>R. Xu*, H. Xiang*, Z. Tu*, X. Xia, M.H. Yang, J. Ma
<br> <b style="color:rgb(71, 71, 71)">"V2X-ViT: Vehicle-to-everything cooperative perception with vision transformer"</b>
<br>European Conference on Computer Vision (ECCV), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://arxiv.org/abs/2203.10638">[Paper]</a> <a href="https://github.com/DerrickXuNu/v2x-vit">[Code]</a>
</li>
<li>Z. Tu, H. Talebi, H. Zhang, F. Yang, P. Milanfar, A. Bovik, Y. Li
<br> <b style="color:rgb(71, 71, 71)">"MAXIM: Multi-Axis MLP for Image Processing"</b>
<br>IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://arxiv.org/abs/2201.02973">[Paper]</a> <a href="https://github.com/google-research/maxim">[Code]</a>
<br><b><font color="red">Best paper nomination award (0.4% of 8161 submissions)</font></b>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2021</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>Z. Tu, C.J. Chen, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"Video quality assessment of user generated content: A benchmark study and a new model"</b>
<br>IEEE International Conference on Image Processing (ICIP), 2021.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9506189">[Paper]</a> <a href="https://github.com/vztu/VIDEVAL_release">[Code]</a>
</li>
<li>Z. Tu, C.J. Chen, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"A Temporal Statistics Model For UGC Video Quality Prediction"</b>
<br>IEEE International Conference on Image Processing (ICIP), 2021.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9506669">[Paper]</a>
</li>
<li>Z. Tu, C.J. Chen, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"Efficient user-generated video quality prediction"</b>
<br>Picture Coding Symposium (PCS), 2021.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9477483">[Paper]</a> <a href="https://github.com/vztu/RAPIQUE">[Code]</a>
</li>
<li>Z. Tu, C.J. Chen, L.H. Chen, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"Regression or classification? new methods to evaluate no-reference picture and video quality models"</b>
<br>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9414232">[Paper]</a>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 10px">
<h3>
<font size="4"> 2020</font>
</h3>
</div>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>Z. Tu, L.H. Chen, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"A comparative evaluation of temporal pooling methods for blind video quality assessment"</b>
<br>IEEE International Conference on Image Processing (ICIP), 2020.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9191169">[Paper]</a>
</li>
<li>Z. Tu, J. Lin, Y. Wang, N. Birkbeck, B. Adsumilli, A.C. Bovik
<br> <b style="color:rgb(71, 71, 71)">"BBAND Index: a No-Reference Banding Artifact Predictor"</b>
<br>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://ieeexplore.ieee.org/abstract/document/9053634">[Paper]</a> <a href="https://github.com/google/bband-adaband">[Code]</a>
</li>
</ul>
</div>
</div>
<div class="section-title" style="margin-bottom: 20px">
<h2>Workshop Paper</h2>
</div>
<!-- <div class="section-title" style="margin-bottom: 10px">-->
<!-- <h3>-->
<!-- <font size="4"> 2024</font>-->
<!-- </h3>-->
<!-- </div>-->
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>C. He, Q. Zheng, R. Zhu, X. Zeng, Y. Fan, Z. Tu,
<br> <b style="color:rgb(71, 71, 71)">"COVER: A comprehensive video quality evaluator"</b>
<br>IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Workshops, 2024.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/He_COVER_A_Comprehensive_Video_Quality_Evaluator_CVPRW_2024_paper.html">[Paper]</a> <a href="https://github.com/vztu/COVER">[Code]</a>
<br><b><font color="red">🏆 1st place solution for <a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/Conde_AIS_2024_Challenge_on_Video_Quality_Assessment_of_User-Generated_Content_CVPRW_2024_paper.html">AIS 2024 UGC Video Quality Assessment Challenge</a></font></b>
<br><b><font color="red">3rd place solution for <a href="https://arxiv.org/abs/2408.11982">AIM 2024 Challenge on Compressed Video Quality Assessment</a></font></b>
</li>
<li>X. Yu, Z. Tu, Z. Ying, A.C. Bovik, N. Birkbeck, Y. Wang, B. Adsumilli
<br> <b style="color:rgb(71, 71, 71)">"Subjective quality assessment of user-generated content gaming videos"</b>
<br>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022.
<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
<a href="https://openaccess.thecvf.com/content/WACV2022W/VAQ/html/Yu_Subjective_Quality_Assessment_of_User-Generated_Content_Gaming_Videos_WACVW_2022_paper.html">[Paper]</a> <a href="https://live.ece.utexas.edu/research/LIVE-YT-Gaming/index.html">[Dataset]</a>
</li>
</ul>
</div>
</div>
<!-- <div class="section-title" style="margin-bottom: 20px">-->
<!-- <h2>Patent</h2>-->
<!-- </div>-->
<!-- <div class="trend-entry d-flex">-->
<!-- <div class="trend-contents">-->
<!-- <ul>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Conditional Diffusion Models for Image Restoration"</b>-->
<!-- </li>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Laplacian Pyramid Network for Image Restoration"</b>-->
<!-- </li>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Multilayer Laplacian Resizer for Vision"</b>-->
<!-- </li>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Multi-Axis Vision Transformers"</b>-->
<!-- </li>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"Multi-Axis MLP for Image Processing"</b>-->
<!-- </li>-->
<!-- <li>-->
<!-- <br> <b style="color:rgb(71, 71, 71)">"No-Reference Banding Artifact Predictor"</b>-->
<!-- </li>-->
<!-- </ul>-->
<!-- </div>-->
<!-- </div>-->
<!-- END section -->
</div>
<footer class="footer">
<div class="container">
<div class="row">
<div class="col-12">
<div class="copyright">
<p>
© <span id="current-year"></span> All rights reserved | Built upon
<a href="https://colorlib.com" target="_blank" rel="noopener noreferrer">Colorlib</a>
</p>
<!-- RevolverMaps Widget -->
<script type="text/javascript" src="//rf.revolvermaps.com/0/0/8.js?i=51rpu3e5zw4&m=0&c=ff0000&cr1=ffffff&f=arial&l=33" async="async"></script>
</div>
</div>
</div>
</div>
</footer>
<script>
document.getElementById('current-year').textContent = new Date().getFullYear();
</script>
</div>
<!-- .site-wrap -->
<!-- loader -->
<!-- <div id="loader" class="show fullscreen">
<svg class="circular" width="48px" height="48px">
<circle class="path-bg" cx="24" cy="24" r="22" fill="none" stroke-width="4" stroke="#eeeeee"/>
<circle class="path" cx="24" cy="24" r="22" fill="none" stroke-width="4" stroke-miterlimit="10"
stroke="#ff5e15"/>
</svg>
</div> -->
<script src="js/jquery-3.3.1.min.js"></script>
<script src="js/jquery-migrate-3.0.1.min.js"></script>
<script src="js/jquery-ui.js"></script>
<script src="js/popper.min.js"></script>
<script src="js/bootstrap.min.js"></script>
<script src="js/owl.carousel.min.js"></script>
<script src="js/jquery.stellar.min.js"></script>
<script src="js/jquery.countdown.min.js"></script>
<script src="js/bootstrap-datepicker.min.js"></script>
<script src="js/jquery.easing.1.3.js"></script>
<script src="js/aos.js"></script>
<script src="js/jquery.fancybox.min.js"></script>
<script src="js/jquery.sticky.js"></script>
<script src="js/jquery.mb.YTPlayer.min.js"></script>
<script src="js/main.js"></script>
</body>
</html>