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Title

Title
Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing Changchang Sun Vickie Chen Yan Yan 40 0 0 07 Oct 2025
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering Yankai Chen Yue Que Xinni Zhang Chen Ma Irwin King 203 2 0 03 Jun 2025
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Qiang Zou Shuli Cheng Jiayi Chen 135 0 0 20 Mar 2025
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 196 2 0 27 Feb 2025
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes Abdul Waheed Karima Kadaoui Bhiksha Raj Muhammad Abdul-Mageed 392 0 0 01 Jul 2024
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval Young Kyun Jang Donghyun Kim Ser-nam Lim VLM 123 0 0 23 May 2024
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Xianqiang Lyu Guangming Shi Jinjian Wu 209 9 0 24 Dec 2023
One-bit Supervision for Image Classification: Problem, Solution, and Beyond Hengtong Hu Lingxi Xie Xinyue Huo Richang Hong Qi Tian SSL 144 2 0 26 Nov 2023
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 223 1 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 167 2 0 17 Apr 2023
Synthetic data generation method for data-free knowledge distillation in regression neural networksExpert systems with applications (ESWA), 2023 Tianxun Zhou K. Chiam 217 9 0 11 Jan 2023
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 195 4 0 12 Oct 2022
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval Yufeng Shi Shujian Yu Duanquan Xu Xinge You 118 1 0 26 Sep 2022
Binary Representation via Jointly Personalized Sparse Hashing Xiaoqin Wang Chen Chen Rushi Lan Licheng Liu Zhenbing Liu Huiyu Zhou Xiaonan Luo 174 15 0 31 Aug 2022
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 151 5 0 06 May 2022
Generalized Knowledge Distillation via Relationship MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Han-Jia Ye Su Lu De-Chuan Zhan FedML 159 25 0 04 May 2022
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 187 37 0 06 Apr 2022
Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationBritish Machine Vision Conference (BMVC), 2022 Yang Shi Young-joo Chung MQ 86 4 0 15 Feb 2022
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Pengfei Pei Xianfeng Zhao Yun Cao Jinchuan Li Xiaowei Yi ViT 220 9 0 15 Dec 2021
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 140 36 0 13 Dec 2021
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 143 76 0 24 Nov 2021
Confidence Conditioned Knowledge Distillation Sourav Mishra Suresh Sundaram 119 2 0 06 Jul 2021
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 208 38 0 04 Jun 2021
Self Regulated Learning Mechanism for Data Efficient Knowledge DistillationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Sourav Mishra Suresh Sundaram 141 1 0 14 Feb 2021
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 234 161 0 25 Dec 2020
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss Rong-Cheng Tu Xian-Ling Mao Rongxin Tu Bin-Bin Bian Wei Wei Heyan Huang 77 0 0 06 Nov 2020
Improving Neural Topic Models using Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Alexander Miserlis Hoyle Pranav Goel Philip Resnik 169 52 0 05 Oct 2020
One-bit Supervision for Image ClassificationNeural Information Processing Systems (NeurIPS), 2020 Hengtong Hu Lingxi Xie Zewei Du Richang Hong Qi Tian SSL VLM 208 17 0 14 Sep 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 1.4K 3,621 0 09 Jun 2020
Task-adaptive Asymmetric Deep Cross-modal HashingKnowledge-Based Systems (KBS), 2020 Jingjing Li Tong Wang Lei Zhu Zhiyong Cheng Huaxiang Zhang 226 18 0 01 Apr 2020
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 268 224 0 04 Mar 2020

Title

Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing

Changchang Sun

Vickie Chen

Yan Yan

07 Oct 2025

Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering

203

03 Jun 2025

PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalComputer Vision and Pattern Recognition (CVPR), 2025

Qiang Zou

Shuli Cheng

Jiayi Chen

135

20 Mar 2025

Lightweight Contrastive Distilled Hashing for Online Cross-modal RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2025

196

27 Feb 2025

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes

Abdul Waheed

Karima Kadaoui

Bhiksha Raj

Muhammad Abdul-Mageed

392

01 Jul 2024

Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval

Young Kyun Jang

Donghyun Kim

Ser-nam Lim

VLM

123

23 May 2024

Segment Any Events via Weighted Adaptation of Pivotal Tokens

209

24 Dec 2023

One-bit Supervision for Image Classification: Problem, Solution, and Beyond

Richang Hong

144

26 Nov 2023

DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation

223

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

167

17 Apr 2023

Synthetic data generation method for data-free knowledge distillation in regression neural networksExpert systems with applications (ESWA), 2023

Tianxun Zhou

K. Chiam

217

11 Jan 2023

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

195

12 Oct 2022

Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval

118

26 Sep 2022

Binary Representation via Jointly Personalized Sparse Hashing

174

31 Aug 2022

Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis

151

06 May 2022

Generalized Knowledge Distillation via Relationship MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

Han-Jia Ye

Su Lu

De-Chuan Zhan

FedML

159

04 May 2022

Domain-Agnostic Prior for Transfer Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022

187

06 Apr 2022

Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationBritish Machine Vision Conference (BMVC), 2022

Yang Shi

Young-joo Chung

15 Feb 2022

Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos

220

15 Dec 2021

Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing

140

13 Dec 2021

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

143

24 Nov 2021

Confidence Conditioned Knowledge Distillation

Sourav Mishra

Suresh Sundaram

119

06 Jul 2021

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERAnnual Meeting of the Association for Computational Linguistics (ACL), 2021

Huiqiang Jiang

208

04 Jun 2021

Self Regulated Learning Mechanism for Data Efficient Knowledge DistillationIEEE International Joint Conference on Neural Network (IJCNN), 2021

Sourav Mishra

Suresh Sundaram

141

14 Feb 2021

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

234

161

25 Dec 2020

Deep Cross-modal Hashing via Margin-dynamic-softmax Loss

Rongxin Tu

06 Nov 2020

Improving Neural Topic Models using Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020

Alexander Miserlis Hoyle

Pranav Goel

Philip Resnik

169

05 Oct 2020

One-bit Supervision for Image ClassificationNeural Information Processing Systems (NeurIPS), 2020

208

14 Sep 2020

Knowledge Distillation: A Survey

1.4K

3,621

09 Jun 2020

Task-adaptive Asymmetric Deep Cross-modal HashingKnowledge-Based Systems (KBS), 2020

226

01 Apr 2020

A Survey on Deep Hashing MethodsACM Transactions on Knowledge Discovery from Data (TKDD), 2020

Xiao Luo

268

224

04 Mar 2020

Title
Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing Changchang Sun Vickie Chen Yan Yan 40 0 0 07 Oct 2025
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering Yankai Chen Yue Que Xinni Zhang Chen Ma Irwin King 203 2 0 03 Jun 2025
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Qiang Zou Shuli Cheng Jiayi Chen 135 0 0 20 Mar 2025
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 196 2 0 27 Feb 2025
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes Abdul Waheed Karima Kadaoui Bhiksha Raj Muhammad Abdul-Mageed 392 0 0 01 Jul 2024
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval Young Kyun Jang Donghyun Kim Ser-nam Lim VLM 123 0 0 23 May 2024
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Xianqiang Lyu Guangming Shi Jinjian Wu 209 9 0 24 Dec 2023
One-bit Supervision for Image Classification: Problem, Solution, and Beyond Hengtong Hu Lingxi Xie Xinyue Huo Richang Hong Qi Tian SSL 144 2 0 26 Nov 2023
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 223 1 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 167 2 0 17 Apr 2023
Synthetic data generation method for data-free knowledge distillation in regression neural networksExpert systems with applications (ESWA), 2023 Tianxun Zhou K. Chiam 217 9 0 11 Jan 2023
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 195 4 0 12 Oct 2022
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval Yufeng Shi Shujian Yu Duanquan Xu Xinge You 118 1 0 26 Sep 2022
Binary Representation via Jointly Personalized Sparse Hashing Xiaoqin Wang Chen Chen Rushi Lan Licheng Liu Zhenbing Liu Huiyu Zhou Xiaonan Luo 174 15 0 31 Aug 2022
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 151 5 0 06 May 2022
Generalized Knowledge Distillation via Relationship MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Han-Jia Ye Su Lu De-Chuan Zhan FedML 159 25 0 04 May 2022
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 187 37 0 06 Apr 2022
Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationBritish Machine Vision Conference (BMVC), 2022 Yang Shi Young-joo Chung MQ 86 4 0 15 Feb 2022
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Pengfei Pei Xianfeng Zhao Yun Cao Jinchuan Li Xiaowei Yi ViT 220 9 0 15 Dec 2021
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 140 36 0 13 Dec 2021
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 143 76 0 24 Nov 2021
Confidence Conditioned Knowledge Distillation Sourav Mishra Suresh Sundaram 119 2 0 06 Jul 2021
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 208 38 0 04 Jun 2021
Self Regulated Learning Mechanism for Data Efficient Knowledge DistillationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Sourav Mishra Suresh Sundaram 141 1 0 14 Feb 2021
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 234 161 0 25 Dec 2020
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss Rong-Cheng Tu Xian-Ling Mao Rongxin Tu Bin-Bin Bian Wei Wei Heyan Huang 77 0 0 06 Nov 2020
Improving Neural Topic Models using Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Alexander Miserlis Hoyle Pranav Goel Philip Resnik 169 52 0 05 Oct 2020
One-bit Supervision for Image ClassificationNeural Information Processing Systems (NeurIPS), 2020 Hengtong Hu Lingxi Xie Zewei Du Richang Hong Qi Tian SSL VLM 208 17 0 14 Sep 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 1.4K 3,621 0 09 Jun 2020
Task-adaptive Asymmetric Deep Cross-modal HashingKnowledge-Based Systems (KBS), 2020 Jingjing Li Tong Wang Lei Zhu Zhiyong Cheng Huaxiang Zhang 226 18 0 01 Apr 2020
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 268 224 0 04 Mar 2020

Title

Semantic-Cohesive Knowledge Distillation for Deep Cross-modal Hashing

Changchang Sun

Vickie Chen

Yan Yan

07 Oct 2025

Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering