Linhang Cai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Pruning Algorithm

Nonlinear Manifold

Pruning Methods

Visual Representation

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition. ECCV (24) (2022)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Mutual Contrastive Learning for Visual Representation Learning. AAAI (2022)
Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning. AAAI (2022)
Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition. CoRR (2022)
Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai, Shuaicheng Niu, Jianyu Heng, Hongyang Qin, Minwen Deng, Johannes Hog, Alexander Pfefferle, Sushil Ammanaghatta Shivakumar, Arjun Krishnakumar, Yubo Wang, Rhea Sukthanker, Frank Hutter, Euxhen Hasanaj, Tien-Dung Le, Mikhail Khodak, Yuriy Nevmyvaka, Kashif Rasul, Frederic Sala, Anderson Schneider, Junhong Shen, Evan R. Sparks
AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale. NeurIPS (Competition and Demos) (2021)
Linhang Cai, Zhulin An, Chuanguang Yang, Yongjun Xu
Soft and Hard Filter Pruning via Dimension Reduction. IJCNN (2021)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Mutual Contrastive Learning for Visual Representation Learning. CoRR (2021)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Hierarchical Self-supervised Augmented Knowledge Distillation. CoRR (2021)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Hierarchical Self-supervised Augmented Knowledge Distillation. IJCAI (2021)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution. CoRR (2021)
Linhang Cai, Zhulin An, Chuanguang Yang, Yongjun Xu
Softer Pruning, Incremental Regularization. CoRR (2020)
Linhang Cai, Zhulin An, Yongjun Xu
GHFP: Gradually Hard Filter Pruning. CoRR (2020)
Linhang Cai, Zhulin An, Chuanguang Yang, Yongjun Xu
Softer Pruning, Incremental Regularization. ICPR (2020)