961 citations
- Nankai UniversityCN66 papers
- Chinese Academy of SciencesCN51 papers
- National University of SingaporeSG41 papers
- Tsinghua UniversityCN35 papers
- Peng Huanwu Center for Fundamental TheoryCN26 papers
- Peking UniversityCN23 papers
- Nanyang Technological UniversitySG22 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- University of Science and Technology of ChinaCN19 papers
- University of Chinese Academy of SciencesCN18 papers
- Lanzhou UniversityCN17 papers
- City University of Hong KongHK16 papers
9 papers · 2 filters
Face Super-Resolution with Progressive Embedding of Multi-scale Face Priors
Chenggong Zhang, Zhilei Liu
The face super-resolution (FSR) task is to reconstruct high-resolution face images from low-resolution inputs. Recent works have achieved success on this task by utilizing facial p…
Memorizing Complementation Network for Few-Shot Class-Incremental Learning
Zhong Ji, Zhishen Hou, Xiyao Liu +2
Few-shot Class-Incremental Learning (FSCIL) aims at learning new concepts continually with only a few samples, which is prone to suffer the catastrophic forgetting and overfitting…
AIParsing: Anchor-free Instance-level Human Parsing
Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi +2
Most state-of-the-art instance-level human parsing models adopt two-stage anchor-based detectors and, therefore, cannot avoid the heuristic anchor box design and the lack of analys…
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence
Siyu Ren, Yiming Zeng, Junhui Hou +1
Motivated by the intuition that the critical step of localizing a 2D image in the corresponding 3D point cloud is establishing 2D-3D correspondence between them, we propose the fir…
Multi-Granularity Regularized Re-Balancing for Class Incremental Learning
Huitong Chen, Yu Wang, Qinghua Hu
Deep learning models suffer from catastrophic forgetting when learning new tasks incrementally. Incremental learning has been proposed to retain the knowledge of old classes while…
Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling
Jiyuan Cao, Zhilei Liu, Yong Zhang
Facial Action Unit (AU) detection is a crucial task for emotion analysis from facial movements. The apparent differences of different subjects sometimes mislead changes brought by…