Jun Gong

Research output

Research output per year 2020 2021 2023 2024 2024

• 16 Conference contribution
• 3 Article
• 1 Chapter

Research output per year

Research output per year

Search results

• 2024

  Depth Normalized Stable View Synthesis

  Wu, X., Zhang, Z., Yu, W., Chen, S., Gao, Y., Chen, P. & Gong, J., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-68 13 p. (Communications in Computer and Information Science; vol. 1968 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Vector 100%
  • Neural Network 100%
  • 3d Scenes 100%
  • Geometric Information 100%
  • Perceptual Image 100%

• Multi-view Consistency View Synthesis

  Wu, X., Zhang, Z., Yu, W., Chen, S., Gao, Y., Chen, P. & Gong, J., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 311-323 13 p. (Communications in Computer and Information Science; vol. 1966 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Long Short-Term Memory Network 100%
  • Self-Attention Mechanism 100%
  • Image Sequence 100%
  • Spatial Correlation 100%
  • Perceptual Image 100%

• Structure-Guided Image Inpainting Based on Multi-Scale Attention Pyramid Network

  Gong, J., Luo, S., Yu, W. & Nie, L., Sept 2024, In: Applied Sciences (Switzerland). 14, 18, 8325.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image Inpainting 100%
  • Auxiliaries 100%
  • Feature Fusion 66%
  • Structural Repair 40%
  • Baseline Model 33%

• Text to Image Generation with Conformer-GAN

  Deng, Z., Yu, W., Che, L., Chen, S., Zhang, Z., Shang, J., Chen, P. & Gong, J., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14451 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Semantic Consistency 100%
  • Image Synthesis 66%
  • Field Research 33%
  • Image Quality 33%
  1 Citation (Scopus)

• Text-to-Image Synthesis with Threshold-Equipped Matching-Aware GAN

  Shang, J., Yu, W., Che, L., Zhang, Z., Cai, H., Deng, Z., Gong, J. & Chen, P., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-172 12 p. (Communications in Computer and Information Science; vol. 1966 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Synthesis 100%
  • Generative Model 50%
  • Image Quality 50%
  • Generative Adversarial Networks 50%
  • Discriminator 50%
• 2023

  BCKD: Block-Correlation Knowledge Distillation

  Wang, Q., Liu, L., Yu, W., Chen, S., Gong, J. & Chen, P., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 3225-3229 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multilayer Neural Networks 100%
  1 Citation (Scopus)

• FPD: Feature Pyramid Knowledge Distillation

  Wang, Q., Liu, L., Yu, W., Zhang, Z., Liu, Y., Cheng, S., Zhang, X. & Gong, J., 2023, Neural Information Processing - 29th International Conference, ICONIP 2022, Proceedings. Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A. & Jatowt, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 100-111 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13623 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Knowledge Distillation 100%
  • Intermediate Layer 100%
  • Feature Representation 100%
  • Contrastive Learning 66%
  • ResNet50 66%
  1 Citation (Scopus)

• Image Inpainting with Semantic-Aware Transformer

  Chen, S., Yu, W., Wang, Q., Gong, J. & Chen, P., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Inpainting 100%
  • Neural Network 100%
  • Visual Field 100%
  • Semantic Vector 66%
  • Semantic Feature 33%
  1 Citation (Scopus)

• Inpainting with Separable Mask Update Convolution Network

  Gong, J., Luo, S., Yu, W. & Nie, L., Aug 2023, In: Sensors. 23, 15, 6689.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image Inpainting 100%
  • Deep Learning 50%
  • Experimental Result 50%
  • Feature Extraction 50%
  • Convolution Layer 50%

• R2L-Net: Rapid Medical Image Segmentation Network Regularized by Self-Supervised Relative Localization Task

  Wang, Y., Yu, W., Zhang, Z., Gong, J., Chen, P. & Liu, C., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 660-665 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tasks 100%
  • Medical Image Segmentation 100%
  • Image Segmentation 100%
  • Computational Complexity 25%
  • Image Processing 25%

• TSFC: Texture and Structure Features Coupling for Image Inpainting

  Liu, L., Wang, Q., Yu, W., Chen, S., Gong, J. & Chen, P., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 3279-3283 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Perceptual Field 100%
• 2022

  Image Inpainting Based on Interactive Separation Network and Progressive Reconstruction Algorithm

  Gong, J., Li, S., Chen, S., Nie, L., Cheng, X., Zhang, Z. & Yu, W., 2022, In: IEEE Access. 10, p. 67814-67825 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • reconstruction algorithm 100%
  • Image Inpainting 100%
  • Semantic Feature 16%
  • Image Quality 16%
  • Application Scenario 16%
  3 Citations (Scopus)
• 2021

  An FPGA Implementation of Rapid Switch Module for EtherCAT Slave Controller

  Gong, J., Zhou, Y. & Luo, S., 2021, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 543-552 10 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 88).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Field Programmable Gate Arrays 100%
  • Programmable Logic 100%
  • Internals 14%
  • Intellectual Property Core 14%
  • Protocol Stack 14%
  2 Citations (Scopus)

• Free-Form Image Inpainting with Separable Gate Encoder-Decoder Network

  Nie, L., Yu, W., Zhang, X., Li, S., Chen, S., Zhang, Z. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 507-519 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13110 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Encoder-Decoder 100%
  • Convolution 100%
  • Free-Form 100%
  • Image Inpainting 100%
  • Complex Structure 33%
  1 Citation (Scopus)

• Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN)

  Nie, L., Yu, W., Li, S., Zhang, Z., Jiang, N., Zhang, X. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 640-647 8 p. (Communications in Computer and Information Science; vol. 1517 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolution 100%
  1 Citation (Scopus)

• QS-Hyper: A Quality-Sensitive Hyper Network for the No-Reference Image Quality Assessment

  Zhang, X., Zhang, Y., Yu, W., Nie, L., Jiang, N. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 311-322 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13111 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reference Image 100%
  • Image Quality Assessment 100%
  • Classification Task 33%
  • Complex Environment 16%
  • Representation Learning 16%
  1 Citation (Scopus)

• SCAN: Spatial and Channel Attention Normalization for Image Inpainting

  Chen, S., Yu, W., Nie, L., Zhang, X., Li, S., Zhang, Z. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 674-682 9 p. (Communications in Computer and Information Science; vol. 1517 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Attention (Machine Learning) 100%
  • Convolutional Neural Network 50%
  • Image Inpainting 50%
  1 Citation (Scopus)

• Semi-supervised Learning with Conditional GANs for Blind Generated Image Quality Assessment

  Zhang, X., Zhang, Y., Yu, W., Nie, L., Zhang, Z., Chen, S. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 482-493 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13110 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Quality 100%
  • Generative Adversarial Networks 100%
  • Image Quality Assessment 100%
  • Semisupervised Learning 100%
  • Neural Network 66%
  1 Citation (Scopus)

• Transformer with Prior Language Knowledge for Image Captioning

  Yan, D., Yu, W., Zhang, Z. & Gong, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 40-51 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13109 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Language Knowledge 100%
  • Image Captioning 66%
  • Reinforcement Learning 16%
  • Positional Encoding 16%
  2 Citations (Scopus)
• 2020

  Research on an Improved KCF Target Tracking Algorithm Based on CNN Feature Extraction

  Gong, J., Mei, Y. & Zhou, Y., Jun 2020, Proceedings of 2020 IEEE International Conference on Artificial Intelligence and Computer Applications, ICAICA 2020. Institute of Electrical and Electronics Engineers Inc., p. 538-543 6 p. 9182522. (Proceedings of 2020 IEEE International Conference on Artificial Intelligence and Computer Applications, ICAICA 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction 100%
  • Convolutional Neural Network 100%
  • Tracking Algorithm 100%
  • Semantic Feature 50%
  • Training Sample 50%
  8 Citations (Scopus)