Research output per year
Research output per year
Search results
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2024
Boosting Entity-Aware Image Captioning With Multi-Modal Knowledge Graph
Zhao, W. & Wu, X., 2024, In: IEEE Transactions on Multimedia. 26, p. 2659-2670 12 p.Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus) -
Commonsense Knowledge Prompting for Few-shot Action Recognition in Videos
Shi, Y., Wu, X., Lin, H. & Luo, J., 2024, (Accepted/In press) In: IEEE Transactions on Multimedia. p. 1-11 11 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Dynamic Pathway for Query-Aware Feature Learning in Language-Driven Action Localization
Yang, S., Wu, X., Shang, Z. & Luo, J., 2024, In: IEEE Transactions on Multimedia. 26, p. 7451-7461 11 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Hide and track: Towards blind video watermarking network in frequency domain
Zhang, Z., Wang, H., Wang, G. & Wu, X., 28 Apr 2024, In: Neurocomputing. 579, 127435.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Multi-Modal Prompting for Open-Vocabulary Video Visual Relationship Detection
Yang, S., Wang, Y., Ji, X. & Wu, X., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 6513-6521 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Relational Distant Supervision for Image Captioning without Image-Text Pairs
Qi, Y., Zhao, W. & Wu, X., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 5 ed. Association for the Advancement of Artificial Intelligence, p. 4524-4532 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 5).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
2023
Adaptive Latent Graph Representation Learning for Image-Text Matching
Tian, M., Wu, X. & Jia, Y., 2023, In: IEEE Transactions on Image Processing. 32, p. 471-482 12 p.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
Bootstrap Generalization Ability from Loss Landscape Perspective
Chen, H., Shao, S., Wang, Z., Shang, Z., Chen, J., Ji, X. & Wu, X., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 500-517 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13806 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Citations (Scopus) -
Counterfactual Inference for Visual Relationship Detection in Videos
Ji, X., Chen, J. & Wu, X., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 162-167 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Exploring Spatial-Temporal Instance Relationships in an Intermediate Domain for Image-to-Video Object Detection
Wen, Z., Chen, J. & Wu, X., 2023, Computer Vision – ACCV 2022 Workshops - 16th Asian Conference on Computer Vision, Revised Selected Papers. Zheng, Y., Keleş, H. Y. & Koniusz, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-375 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13848 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Probability Distribution Based Frame-supervised Language-driven Action Localization
Yang, S., Shang, Z. & Wu, X., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 5164-5173 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
Sentimental Visual Captioning using Multimodal Transformer
Wu, X. & Li, T., Apr 2023, In: International Journal of Computer Vision. 131, 4, p. 1073-1090 18 p.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Teaching What You Should Teach: A Data-Based Distillation Method
Shao, S., Chen, H., Huang, Z., Gong, L., Wang, S. & Wu, X., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 1351-1359 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Topic-aware video summarization using multimodal transformer
Zhu, Y., Zhao, W., Hua, R. & Wu, X., Aug 2023, In: Pattern Recognition. 140, 109578.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
2022
Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning
Chen, J., Ji, X. & Wu, X., 30 Jun 2022, AAAI-22 Technical Tracks 1. Association for the Advancement of Artificial Intelligence, p. 276-284 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Adaptive Recursive Circle Framework for Fine-Grained Action Recognition
Lin, H., Zhao, W. & Wu, X., 2022, ICME 2022 - IEEE International Conference on Multimedia and Expo 2022, Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation
Chen, J., Wu, X., Duan, L. & Gao, S., 1 Feb 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 2, p. 539-553 15 p.Research output: Contribution to journal › Article › peer-review
Open Access35 Citations (Scopus) -
Entity-aware and Motion-aware Transformers for Language-driven Action Localization
Yang, S. & Wu, X., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 1552-1558 7 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
11 Citations (Scopus) -
Exploiting Informative Video Segments for Temporal Action Localization
Sun, C., Song, H., Wu, X., Jia, Y. & Luo, J., 2022, In: IEEE Transactions on Multimedia. 24, p. 274-287 14 p.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus) -
Learning Cooperative Neural Modules for Stylized Image Captioning
Wu, X., Zhao, W. & Luo, J., Sept 2022, In: International Journal of Computer Vision. 130, 9, p. 2305-2320 16 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Preserving Fine-Grained Style Consistency for Universal Image Style Transfer
Zhu, Y., Wu, X. & Chen, J., 2022, Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022. Institute of Electrical and Electronics Engineers Inc., p. 534-539 6 p. (Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2021
Anticipating Future Relations via Graph Growing for Action Prediction
Wu, X., Zhao, J. & Wang, R., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 2952-2960 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 4A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Citations (Scopus) -
Boundary discrimination and proposal evaluation for temporal action proposal generation
Li, T., Bing, B. & Wu, X., Jan 2021, In: Multimedia Tools and Applications. 80, 2, p. 2123-2139 17 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Cross-Domain Image Captioning via Cross-Modal Retrieval and Model Adaptation
Zhao, W., Wu, X. & Luo, J., 2021, In: IEEE Transactions on Image Processing. 30, p. 1180-1192 13 p., 9292444.Research output: Contribution to journal › Article › peer-review
49 Citations (Scopus) -
IMAGE CAPTIONING WITH INHERENT SENTIMENT
Li, T., Hu, Y. & Wu, X., 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Citations (Scopus) -
Joint Learning of Multiple Latent Domains and Deep Representations for Domain Adaptation
Wu, X., Chen, J., Yu, F., Yao, M. & Luo, J., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2676-2687 12 p., 8745500.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
Multi-modal Dependency Tree for Video Captioning
Zhao, W., Wu, X. & Luo, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 6634-6645 12 p. (Advances in Neural Information Processing Systems; vol. 8).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
24 Citations (Scopus) -
Sequential instance refinement for cross-domain object detection in images
Chen, J., Wu, X., Duan, L. & Chen, L., 2021, In: IEEE Transactions on Image Processing. 30, p. 3970-3984 15 p., 09387548.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation
Chen, J., Wu, X., Hu, Y. & Luo, J., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 1027-1035 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 2A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Citations (Scopus) -
Spatial–Temporal Relation Reasoning for Action Prediction in Videos
Wu, X., Wang, R., Hou, J., Lin, H. & Luo, J., May 2021, In: International Journal of Computer Vision. 129, 5, p. 1484-1505 22 p.Research output: Contribution to journal › Article › peer-review
28 Citations (Scopus) -
融合语义信息的视频摘要生成
Translated title of the contribution: Video summarization by learning semantic informationHua, R., Wu, X. & Zhao, W., Mar 2021, In: Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics. 47, 3, p. 650-657 8 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
跨语言知识蒸馏的视频中文字幕生成
Translated title of the contribution: Cross-Lingual Knowledge Distillation for Chinese Video CaptioningHou, J. Y., Qi, Y. Y., Wu, X. X. & Jia, Y. D., Sept 2021, In: Jisuanji Xuebao/Chinese Journal of Computers. 44, 9, p. 1907-1921 15 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
2020
A system for TRecViD med by MCIS
Feng, Y., Sui, W. & Wu, X., 2020.Research output: Contribution to conference › Paper › peer-review
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Confidence-Guided Self Refinement for Action Prediction in Untrimmed Videos
Hou, J., Wu, X., Wang, R., Luo, J. & Jia, Y., 2020, In: IEEE Transactions on Image Processing. 29, p. 6017-6031 15 p., 9070175.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Hierarchical Matching and Reasoning for Action Localization via Language Query
Li, T. & Wu, X., 2020, Pattern Recognition and Computer Vision - 3rd Chinese Conference, PRCV 2020, Proceedings. Peng, Y., Zha, H., Liu, Q., Lu, H., Sun, Z., Liu, C., Chen, X. & Yang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-148 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12307 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Incremental transfer learning for video annotation via grouped heterogeneous sources
Wang, H., Song, H., Wu, X. & Jia, Y., 1 Feb 2020, In: IET Computer Vision. 14, 1, p. 26-35 10 p.Research output: Contribution to journal › Article › peer-review
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Joint commonsense and relation reasoning for image and video captioning
Hou, J., Wu, X., Zhang, X., Qi, Y., Jia, Y. & Luo, J., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 10973-10980 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
51 Citations (Scopus) -
Learning Normal Patterns via Adversarial Attention-Based Autoencoder for Abnormal Event Detection in Videos
Song, H., Sun, C., Wu, X., Chen, M. & Jia, Y., Aug 2020, In: IEEE Transactions on Multimedia. 22, 8, p. 2138-2148 11 p., 8892741.Research output: Contribution to journal › Article › peer-review
85 Citations (Scopus) -
MemCap: Memorizing style knowledge for image captioning
Zhao, W., Wu, X. & Zhang, X., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 12984-12992 9 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
70 Citations (Scopus) -
Preserving Global and Local Temporal Consistency for Arbitrary Video Style Transfer
Wu, X. & Chen, J., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 1791-1799 9 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
2019
Combining multiple deep cues for action recognition
Wang, R. & Wu, X., 1 Apr 2019, In: Multimedia Tools and Applications. 78, 8, p. 9933-9950 18 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Exploiting human pose for weakly-supervised temporal action localization
Zhu, B., Li, T. & Wu, X., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part III. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 466-478 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11859 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploiting Images for Video Recognition: Heterogeneous Feature Augmentation via Symmetric Adversarial Learning
Yu, F., Wu, X., Chen, J. & Duan, L., Nov 2019, In: IEEE Transactions on Image Processing. 28, 11, p. 5308-5321 14 p., 8721715.Research output: Contribution to journal › Article › peer-review
26 Citations (Scopus) -
Joint syntax representation learning and visual cue translation for video captioning
Hou, J., Wu, X., Zhao, W., Luo, J. & Jia, Y., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 8917-8926 10 p. 9010931. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
89 Citations (Scopus) -
Learning weighted video segments for temporal action localization
Sun, C., Song, H., Wu, X. & Jia, Y., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part I. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 181-192 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11857 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Temporal action localization in untrimmed videos using action pattern trees
Song, H., Wu, X., Zhu, B., Wu, Y., Chen, M. & Jia, Y., Mar 2019, In: IEEE Transactions on Multimedia. 21, 3, p. 717-730 14 p., 8440749.Research output: Contribution to journal › Article › peer-review
30 Citations (Scopus) -
2018
Action recognition with motion map 3D network
Sun, Y., Wu, X., Yu, W. & Yu, F., 5 Jul 2018, In: Neurocomputing. 297, p. 33-39 7 p.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
A discriminative structural model for joint segmentation and recognition of human actions
Liu, C., Hou, J., Wu, X. & Jia, Y., 1 Dec 2018, In: Multimedia Tools and Applications. 77, 24, p. 31627-31645 19 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Content-Attention Representation by Factorized Action-Scene Network for Action Recognition
Hou, J., Wu, X., Sun, Y. & Jia, Y., Jun 2018, In: IEEE Transactions on Multimedia. 20, 6, p. 1537-1547 11 p.Research output: Contribution to journal › Article › peer-review
46 Citations (Scopus) -
Exploiting images for video recognition with hierarchical generative adversarial networks
Yu, F., Wu, X., Sun, Y. & Duan, L., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 1107-1113 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access12 Citations (Scopus)
