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  3. 2004.00280
  4. Cited By
Creating Something from Nothing: Unsupervised Knowledge Distillation for
  Cross-Modal Hashing

Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing

Computer Vision and Pattern Recognition (CVPR), 2020
1 April 2020
Hengtong Hu
Lingxi Xie
Richang Hong
Qi Tian
ArXiv (abs)PDFHTML

Papers citing "Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing"

31 / 31 papers shown
Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing
Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing
Changchang Sun
Vickie Chen
Yan Yan
122
0
0
07 Oct 2025
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering
Yankai Chen
Yue Que
Xinni Zhang
Chen Ma
Irwin King
300
2
0
03 Jun 2025
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalComputer Vision and Pattern Recognition (CVPR), 2025
Qiang Zou
Shuli Cheng
Jiayi Chen
227
1
0
20 Mar 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval
Lightweight Contrastive Distilled Hashing for Online Cross-modal RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2025
Jiaxing Li
Lin Jiang
Zeqi Ma
Kaihang Jiang
Xiaozhao Fang
Jie Wen
269
3
0
27 Feb 2025
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes
Abdul Waheed
Karima Kadaoui
Bhiksha Raj
Muhammad Abdul-Mageed
588
0
0
01 Jul 2024
Distilling Vision-Language Pretraining for Efficient Cross-Modal
  Retrieval
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval
Young Kyun Jang
Donghyun Kim
Ser-nam Lim
VLM
225
0
0
23 May 2024
Segment Any Events via Weighted Adaptation of Pivotal Tokens
Segment Any Events via Weighted Adaptation of Pivotal Tokens
Zhiwen Chen
Zhiyu Zhu
Yifan Zhang
Xianqiang Lyu
Guangming Shi
Jinjian Wu
341
9
0
24 Dec 2023
One-bit Supervision for Image Classification: Problem, Solution, and
  Beyond
One-bit Supervision for Image Classification: Problem, Solution, and Beyond
Hengtong Hu
Lingxi Xie
Xinyue Huo
Richang Hong
Qi Tian
SSL
212
2
0
26 Nov 2023
DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water
  Extent with SAR Images using Knowledge Distillation
DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation
Francisco J. Peña
Clara Hubinger
A. H. Payberah
F. Jaramillo
320
2
0
02 May 2023
360$^\circ$ High-Resolution Depth Estimation via Uncertainty-aware
  Structural Knowledge Transfer
360∘^\circ∘ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge TransferIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Zidong Cao
Hao Ai
Athanasios V. Vasilakos
Lin Wang
233
3
0
17 Apr 2023
Synthetic data generation method for data-free knowledge distillation in
  regression neural networks
Synthetic data generation method for data-free knowledge distillation in regression neural networksExpert systems with applications (ESWA), 2023
Tianxun Zhou
K. Chiam
342
12
0
11 Jan 2023
Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation
  for Video-based Action Anticipation
Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action AnticipationFindings (Findings), 2022
Sayontan Ghosh
Tanvi Aggarwal
Minh Hoai
Niranjan Balasubramanian
VLM
266
5
0
12 Oct 2022
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval
Yufeng Shi
Shujian Yu
Duanquan Xu
Xinge You
153
1
0
26 Sep 2022
Binary Representation via Jointly Personalized Sparse Hashing
Binary Representation via Jointly Personalized Sparse Hashing
Xiaoqin Wang
Chen Chen
Rushi Lan
Licheng Liu
Zhenbing Liu
Huiyu Zhou
Xiaonan Luo
218
15
0
31 Aug 2022
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval
  based Computer-aided Diagnosis
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis
Yufeng Shi
Shuhuang Chen
Xinge You
Qinmu Peng
Weihua Ou
Yue Zhao
MedIm
225
5
0
06 May 2022
Generalized Knowledge Distillation via Relationship Matching
Generalized Knowledge Distillation via Relationship MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Han-Jia Ye
Su Lu
De-Chuan Zhan
FedML
205
27
0
04 May 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation
Domain-Agnostic Prior for Transfer Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
Xinyue Huo
Lingxi Xie
Hengtong Hu
Wen-gang Zhou
Houqiang Li
Qi Tian
258
39
0
06 Apr 2022
Efficient Cross-Modal Retrieval via Deep Binary Hashing and Quantization
Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationBritish Machine Vision Conference (BMVC), 2022
Yang Shi
Young-joo Chung
MQ
204
4
0
15 Feb 2022
Vision Transformer Based Video Hashing Retrieval for Tracing the Source
  of Fake Videos
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos
Pengfei Pei
Xianfeng Zhao
Yun Cao
Jinchuan Li
Xiaowei Yi
ViT
355
9
0
15 Dec 2021
Multi-Modal Mutual Information Maximization: A Novel Approach for
  Unsupervised Deep Cross-Modal Hashing
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing
Tuan Hoang
Thanh-Toan Do
Tam V. Nguyen
Ngai-Man Cheung
255
38
0
13 Dec 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional
  Reconstruction-guided Cross-modal Knowledge Distillation
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
Confidence Conditioned Knowledge Distillation
Confidence Conditioned Knowledge Distillation
Sourav Mishra
Suresh Sundaram
223
2
0
06 Jul 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial
  Discriminator for Cross-Lingual NER
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Weile Chen
Huiqiang Jiang
Qianhui Wu
Börje F. Karlsson
Yingjun Guan
332
38
0
04 Jun 2021
Self Regulated Learning Mechanism for Data Efficient Knowledge
  Distillation
Self Regulated Learning Mechanism for Data Efficient Knowledge DistillationIEEE International Joint Conference on Neural Network (IJCNN), 2021
Sourav Mishra
Suresh Sundaram
301
1
0
14 Feb 2021
Comprehensive Graph-conditional Similarity Preserving Network for
  Unsupervised Cross-modal Hashing
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingAAAI Conference on Artificial Intelligence (AAAI), 2020
Jun-chen Yu
Hao Zhou
Yibing Zhan
Dacheng Tao
322
176
0
25 Dec 2020
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss
Rong-Cheng Tu
Xian-Ling Mao
Rongxin Tu
Bin-Bin Bian
Wei Wei
Heyan Huang
157
0
0
06 Nov 2020
Improving Neural Topic Models using Knowledge Distillation
Improving Neural Topic Models using Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Alexander Miserlis Hoyle
Pranav Goel
Philip Resnik
336
56
0
05 Oct 2020
One-bit Supervision for Image Classification
One-bit Supervision for Image ClassificationNeural Information Processing Systems (NeurIPS), 2020
Hengtong Hu
Lingxi Xie
Zewei Du
Richang Hong
Qi Tian
SSLVLM
281
17
0
14 Sep 2020
Knowledge Distillation: A Survey
Knowledge Distillation: A Survey
Jianping Gou
B. Yu
Stephen J. Maybank
Dacheng Tao
VLM
2.2K
4,015
0
09 Jun 2020
Task-adaptive Asymmetric Deep Cross-modal Hashing
Task-adaptive Asymmetric Deep Cross-modal HashingKnowledge-Based Systems (KBS), 2020
Jingjing Li
Tong Wang
Lei Zhu
Zhiyong Cheng
Huaxiang Zhang
412
18
0
01 Apr 2020
A Survey on Deep Hashing Methods
A Survey on Deep Hashing MethodsACM Transactions on Knowledge Discovery from Data (TKDD), 2020
Xiao Luo
Haixin Wang
Huasong Zhong
C. L. Philip Chen
Minghua Deng
Jianqiang Huang
Xiansheng Hua
448
246
0
04 Mar 2020
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