Prof. HOU Junhui (侯軍輝)
Research Output
- 2024
- Published
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
Liu, K. (Co-first Author), Zhu, Z. (Co-first Author), Li, C. (Co-first Author), Liu, H., Zeng, H. & Hou, J., Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neuro Information Processing (NeurIPS), 36 p. (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection
Zhang, Y., Zhu, Z., Hou, J. & Wu, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10614-10628Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images
Qi, J., Jia, Y., Liu, H. & Hou, J., Nov 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 11, p. 11360-11372Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering
Lyu, X., Liu, H. & Hou, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 10920-10929 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
Rethinking the One-shot Object Detection: Cross-Domain Object Search
Zhang, Y., Zheng, S., Han, R., Feng, Y., Hou, J., Song, L. & Feng, W. & 1 others, , 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 9573-9581 9 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction
Yao, Y., Ren, S., Hou, J., Deng, Z., Zhang, J. & Wang, W., 25 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXIII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 271-288 (Lecture Notes in Computer Science; vol. 15091).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Light Field Depth Estimation via Stitched Epipolar Plane Images
Zhou, P., Shi, L., Liu, X., Jin, J., Zhang, Y. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6866-6879Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
PointVST: Self-Supervised Pre-Training for 3D Point Clouds Via View-Specific Point-to-Image Translation
Zhang, Q. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6900-6912 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Online published
3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach
Wu, L., Hou, J., Song, L. & Xu, Y., 12 Sept 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
FairMatch: Promoting Partial Label Learning by Unlabeled Samples
Jiang, J., Jia, Y., LIU, H. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1269-1278 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Noisy Label Removal for Partial Multi-Label Learning
Yang, F., Jia, Y., Liu, H., Dong, Y. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3724-3735 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Online published
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
You, M. & Hou, J., 26 Jul 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-13Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Guest editorial: Deep learning-based point cloud processing, compression and analysis
Zhang, Y., Hamzaoui, R., Wang, X., Hou, J. & Valenzise, G., Jul 2024, In: Electronics Letters. 60, 14, e13266.Research output: Journal Publications and Reviews › Editorial Preface
- Published
Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising
Lyu, X. & Hou, J., Jun 2024, In: International Journal of Computer Vision. 132, 6, p. 2255–2275 21 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks
Zhang, Y., Hou, J. & Yuan, Y., May 2024, In: International Journal of Computer Vision. 132, 5, p. 1592-1624Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18 - Published
Unsupervised video-based action recognition using two-stream generative adversarial network
Lin, W., Zeng, H., Zhu, J., Hsia, C.-H., Hou, J. & Ma, K.-K., Mar 2024, In: Neural Computing and Applications. 36, 9, p. 5077-5091 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
沉浸式视频编码技术综述
曾焕强, 孔庆玮, 陈婧, 朱建清, 施一帆 & 侯军辉, 10 Feb 2024, In: 电子与信息学报. 46, 2, p. 602-614Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network
Lyu, X. & Hou, J., 2024, In: IEEE Transactions on Image Processing. 33, p. 4131-4144Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Flatten Anything: Unsupervised Neural Surface Parameterization
Zhang, Q., Hou, J., Wang, W. & He, Y., 2024, NeurIPS Proceedings: Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, Inc., (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens
Chen, Z., ZHU, Z., ZHANG, Y., HOU, J., Shi, G. & Wu, J., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Ceballos, C. (ed.). Institute of Electrical and Electronics Engineers, p. 3890-3900 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1
