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2004.00176
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Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge
Computer Vision and Pattern Recognition (CVPR), 2020
1 April 2020
Long Zhao
Xi Peng
Yuxiao Chen
Mubbasir Kapadia
Dimitris N. Metaxas
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Papers citing
"Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge"
34 / 34 papers shown
StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yanqing Shen
Sanping Zhou
Jingwen Fu
Ke Xu
Shitao Chen
N. Zheng
554
5
0
09 Mar 2025
Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation
ACM Multimedia (MM), 2024
Andong Lu
Jiacong Zhao
Chenglong Li
Yun Xiao
Bin Luo
355
20
0
15 Oct 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xu Zheng
Lin Wang
456
2
0
19 Sep 2024
Applications of Knowledge Distillation in Remote Sensing: A Survey
Information Fusion (Inf. Fusion), 2024
Yassine Himeur
N. Aburaed
O. Elharrouss
Iraklis Varlamis
Shadi Atalla
Shadi Atalla
Hussain Al Ahmad
319
15
0
18 Sep 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras
International Conference on Pattern Recognition (ICPR), 2024
Muhammad Rameez Ur Rahman
Jhony H. Giraldo
Indro Spinelli
Stéphane Lathuilière
Fabio Galasso
VLM
237
2
0
18 Aug 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All
Yuanhuiyi Lyu
Xueye Zheng
Dahun Kim
Lin Wang
301
21
0
25 May 2024
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning
Hangyu Lin
Chen Liu
Chengming Xu
Zhengqi Gao
Yanwei Fu
Xingtai Lv
VLM
407
2
0
06 May 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark
Sanghyun Woo
Kwanyong Park
Inkyu Shin
Myungchul Kim
In So Kweon
388
1
0
29 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xueye Zheng
Lin Wang
TTA
324
33
0
21 Mar 2024
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
T. Vuong
J. T. Kwak
325
12
0
31 Aug 2023
Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Qitong Wang
Long Zhao
Liangzhe Yuan
Ting Liu
Xi Peng
413
25
0
22 Aug 2023
SFD2: Semantic-guided Feature Detection and Description
Computer Vision and Pattern Recognition (CVPR), 2023
Fei Xue
Ignas Budvytis
R. Cipolla
430
63
0
28 Apr 2023
360
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High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Zidong Cao
Hao Ai
Athanasios V. Vasilakos
Lin Wang
232
3
0
17 Apr 2023
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Pilhyeon Lee
Taeoh Kim
Minho Shim
Dongyoon Wee
H. Byun
305
17
0
30 Mar 2023
Practical Knowledge Distillation: Using DNNs to Beat DNNs
Chungman Lee
Pavlos Anastasios Apostolopulos
Igor L. Markov
FedML
205
2
0
23 Feb 2023
StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
Yanqing Shen
Sanping Zhopu
Jingwen Fu
Ke Xu
Shi-tao Chen
Nanning Zheng
396
28
0
02 Dec 2022
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds
European Conference on Computer Vision (ECCV), 2022
Xu Yan
Jiantao Gao
Chaoda Zheng
Chao Zheng
Ruimao Zhang
Shenghui Cui
Zhen Li
3DPC
393
307
0
10 Jul 2022
Iterative Self Knowledge Distillation -- From Pothole Classification to Fine-Grained and COVID Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Kuan-Chuan Peng
283
4
0
04 Feb 2022
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation
Lin Wang
Yujeong Chae
Sung-Hoon Yoon
Tae-Kyun Kim
Kuk-Jin Yoon
210
84
0
24 Nov 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation
Lin Wang
Yujeong Chae
Kuk-Jin Yoon
248
45
0
04 Sep 2021
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction
Xiao Tang
Tianyu Wang
Chi-Wing Fu
3DH
305
82
0
03 Sep 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector
Xiaoyang Guo
Shaoshuai Shi
Xiaogang Wang
Jiaming Song
3DPC
249
130
0
18 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xi Peng
Fengchun Qiao
Long Zhao
OOD
390
51
0
05 Aug 2021
Hand Image Understanding via Deep Multi-Task Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Xiong Zhang
Hongsheng Huang
Jianchao Tan
Hongmin Xu
Cheng Yang
Guozhu Peng
Lei Wang
Ji Liu
3DH
1.0K
64
0
24 Jul 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Zhizheng Zhang
Zhibo Chen
503
77
0
21 Jun 2021
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks
Signal processing. Image communication (SPIC), 2021
Ikram Kourbane
Yakup Genç
3DH
196
5
0
23 May 2021
Multimodal Knowledge Expansion
IEEE International Conference on Computer Vision (ICCV), 2021
Zihui Xue
Sucheng Ren
Zhengqi Gao
Hang Zhao
371
38
0
26 Mar 2021
SMIL: Multimodal Learning with Severely Missing Modality
AAAI Conference on Artificial Intelligence (AAAI), 2021
Mengmeng Ma
Jian Ren
Long Zhao
Sergey Tulyakov
Cathy H. Wu
Xi Peng
375
379
0
09 Mar 2021
Parser-Free Virtual Try-on via Distilling Appearance Flows
Computer Vision and Pattern Recognition (CVPR), 2021
Yuying Ge
Yibing Song
Ruimao Zhang
Chongjian Ge
Wei Liu
Ping Luo
DiffM
298
243
0
08 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
350
287
0
03 Mar 2021
HandTailor: Towards High-Precision Monocular 3D Hand Recovery
British Machine Vision Conference (BMVC), 2021
Jun Lv
Wenqiang Xu
Lixin Yang
Sucheng Qian
Chongzhao Mao
Cewu Lu
3DH
267
24
0
18 Feb 2021
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness
Long Zhao
Ting Liu
Xi Peng
Dimitris N. Metaxas
OOD
AAML
472
194
0
15 Oct 2020
Knowledge Distillation: A Survey
Jianping Gou
B. Yu
Stephen J. Maybank
Dacheng Tao
VLM
2.1K
4,015
0
09 Jun 2020
Learning to Learn Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2020
Fengchun Qiao
Long Zhao
Xi Peng
OOD
325
528
0
30 Mar 2020
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