Wei Huang

发表

Semantic-Aware Generation for Self-Supervised Visual Representation Learning pdf

Qi Tian, Qixiang Ye, Jianbin Jiao, 2021, ArXiv.

On the Neural Tangent Kernel of Deep Networks with Orthogonal Initialization pdf

Wei Huang, Richard Yi Da Xu, Weitao Du, 2020, IJCAI.

BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations (Supplementary Material)

Xiaowei Huang, Wei Huang, V. Robu, 2021 .

Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information

Richard Combes, Wei Huang, Wei Huang, 2021, COLT.

On the Equivalence between Neural Network and Support Vector Machine

Lam M. Nguyen, Wei Huang, Tsui-Wei Weng, 2021, NeurIPS.

Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles pdf

Sven Schewe, David Flynn, Alec Banks, 2021, AISafety@IJCAI.

On the Sparse DAG Structure Learning Based on Adaptive Lasso

Mingming Gong, Wei Huang, Erdun Gao, 2022, 2209.02946.

Deep Active Learning by Leveraging Training Dynamics

Hanghang Tong, Wei Huang, Wei Huang, 2021, NeurIPS.

On the Sparse DAG Structure Learning Based on Adaptive Lasso

Mingming Gong, Wei Huang, Erdun Gao, 2022, ArXiv.

Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning

Wei Huang, Wei Huang, Tianyu Liu, 2022, ArXiv.

Long-tailed Distribution Adaptation

Qixiang Ye, Jianbin Jiao, Zonghao Guo, 2021, ACM Multimedia.

Towards Understanding Feature Learning in Out-of-Distribution Generalization

Yatao Bian, Wei Huang, Kaiwen Zhou, 2023, ArXiv.

Conformer: Local Features Coupling Global Representations for Visual Recognition pdf

Yaowei Wang, Qixiang Ye, Jianbin Jiao, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling

Lingxi Xie, Qi Tian, Yunjie Tian, 2022, ArXiv.

Conformer: Local Features Coupling Global Representations for Recognition and Detection

Lingxi Xie, Qi Tian, Wei Huang, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Generic-to-Specific Distillation of Masked Autoencoders

Li Dong, Furu Wei, Wei Huang, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

H I V I T: A S IMPLER AND M ORE E FFICIENT D ESIGN OF H IERARCHICAL V ISION T RANSFORMER

Lingxi Xie, Qi Tian, Yunjie Tian, 2023 .

HiViT: A Simpler and More Efficient Design of Hierarchical Vision Transformer

Lingxi Xie, Qi Tian, Yunjie Tian, 2023, ICLR.

Understanding and Improving Feature Learning for Out-of-Distribution Generalization

Yatao Bian, Wei Huang, Kaiwen Zhou, 2023, NeurIPS.