PZ
Pan Zhou
cs.CVcs.LGcs.AImath.OCstat.MLcs.CLCreativitycs.HCcs.IRcs.MM
On Valency
published · living versionsW_ja8eut85·v1 · currentpublished
LIBERO-Pro2.0: A Benchmark for Evaluating the Robustness of Embodied Foundation Models
with Xueyang Zhou, Yangming Xu, Qianjiang Li, Guiyao Tie +8
1 version
Preprints & journals
42 papers in the corpus · 2015–2026LIBERO-Pro2.0: A Benchmark for Evaluating the Robustness of Embodied Foundation Models2610.24587v1 · Xueyang Zhou, Yangming Xu, Qianjiang Li et al.2026 · 0 citationsarXivon Valency
VAttnPO: Visual Attention-Guided Policy Optimization2610.16735v1 · Lihao Zheng, Zhenwei Shao, Zhou Yu et al.2026 · 0 citationsarXiv
Gamba: Marry Gaussian Splatting With Mamba for Single-View 3D Reconstruction.40388288 · Shen, Qiuhong, Wu, Zike, Yi, Xuanyu et al.2025 · 32 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
LoCo: Low-Bit Communication Adaptor for Large-Scale Model Training.40031661 · Xie, Xingyu, Lin, Zhijie, Toh, Kim-Chuan et al.2025 · 6 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(6):4285-4298
A Causality-Aware Paradigm for Evaluating Creativity of Multimodal Large Language Models.40031783 · Huang, Zhongzhan, Zhong, Shanshan, Zhou, Pan et al.2025 · 14 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(5):3830-3846
Towards Understanding Why Data Augmentation Improves Generalization2502.08940v1 · Jingyang Li, Jiachun Pan, Kim-Chuan Toh et al.2025 · 1 citationarXiv
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models.38963744 · Xie, Xingyu, Zhou, Pan, Li, Huan et al.2024 · 225 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):9508-9520
Towards Understanding Convergence and Generalization of AdamW.38536692 · Zhou, Pan, Xie, Xingyu, Lin, Zhouchen et al.2024 · 336 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(9):6486-6493
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling2406.06367v3 · Xuanyu Yi, Zike Wu, Qiuhong Shen et al.2024 · 4 citationsarXiv
Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text Prompts.38109234 · Wang, Alex Jinpeng, Zhou, Pan, Shou, Mike Zheng et al.2024 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):3406-3421
Friendly Sharpness-Aware Minimization2403.12350v1 · Tao Li, Pan Zhou, Zhengbao He et al.2024 · 25 citationsarXiv
Prototypical Graph Contrastive Learning.35895656 · Lin, Shuai, Liu, Chen, Zhou, Pan et al.2024 · 120 citationsIEEE transactions on neural networks and learning systems. 2024;35(2):2747-2758
MetaFormer Baselines for Vision.37910405 · Yu, Weihao, Si, Chenyang, Zhou, Pan et al.2023 · 342 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;PP
Contrastive Video Question Answering via Video Graph Transformer.37402185 · Xiao, Junbin, Zhou, Pan, Yao, Angela et al.2023 · 58 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(11):13265-13280
Fast Diffusion Model2306.06991v2 · Zike Wu, Pan Zhou, Kenji Kawaguchi et al.2023 · 5 citationsarXiv
InceptionNeXt: When Inception Meets ConvNeXt2303.16900v3 · Weihao Yu, Pan Zhou, Shuicheng Yan et al.2023 · 446 citationsarXiv
Towards Sustainable Self-supervised Learning2210.11016v1 · Shanghua Gao, Pan Zhou, Ming-Ming Cheng et al.2022 · 4 citationsarXiv
LPT: Long-tailed Prompt Tuning for Image Classification2210.01033v2 · Bowen Dong, Pan Zhou, Shuicheng Yan et al.2022 · 27 citationsarXiv
Video Graph Transformer for Video Question Answering2207.05342v3 · Junbin Xiao, Pan Zhou, Tat-Seng Chua et al.2022 · 98 citationsarXiv
Mugs: A Multi-Granular Self-Supervised Learning Framework2203.14415v1 · Pan Zhou, Yichen Zhou, Chenyang Si et al.2022 · 23 citationsarXiv
Self-Promoted Supervision for Few-Shot Transformer2203.07057v2 · Bowen Dong, Pan Zhou, Shuicheng Yan et al.2022 · 54 citationsarXiv
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition2112.04674v3 · Yuxuan Liang, Pan Zhou, Roger Zimmermann et al.2021 · 28 citationsarXiv
MetaFormer Is Actually What You Need for Vision2111.11418v3 · Weihao Yu, Mi Luo, Pan Zhou et al.2021 · 1,357 citationsarXiv
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition2109.09161v2 · Guolin Zheng, Yubei Xiao, Ke Gong et al.2021 · 19 citationsarXiv
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning2106.14749v1 · Pan Zhou, Caiming Xiong, Xiao-Tong Yuan et al.2021 · 7 citationsarXiv
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization.34101583 · Zhou, Pan, Yuan, Xiaotong, Lin, Zhouchen et al.2024 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;PP
Tensor Low-Rank Representation for Data Recovery and Clustering.31751228 · Zhou, Pan, Lu, Canyi, Feng, Jiashi et al.2021 · 167 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(5):1718-1732
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds.31398110 · Zhou, Pan, Yuan, Xiao-Tong, Yan, Shuicheng et al.2021 · 35 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(2):459-472
User-based Network Embedding for Collective Opinion Spammer Detection2011.07783v1 · Ziyang Wang, Wei Wei, Xian-Ling Mao et al.2020 · 0 citationsarXiv
Iterative Graph Self-Distillation2010.12609v3 · Hanlin Zhang, Shuai Lin, Weiyang Liu et al.2020 · 25 citationsarXiv
Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning2010.05627v2 · Pan Zhou, Jiashi Feng, Chao Ma et al.2020 · 146 citationsarXiv
How Important is the Train-Validation Split in Meta-Learning?2010.05843v2 · Yu Bai, Minshuo Chen, Pan Zhou et al.2020 · 28 citationsarXiv
Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization2009.09835v1 · Pan Zhou, Xiaotong Yuan2020 · 4 citationsarXiv
Theory-Inspired Path-Regularized Differential Network Architecture Search2006.16537v2 · Pan Zhou, Caiming Xiong, Richard Socher et al.2020 · 25 citationsarXiv
Improving GAN Training with Probability Ratio Clipping and Sample Reweighting2006.06900v4 · Yue Wu, Pan Zhou, Andrew Gordon Wilson et al.2020 · 25 citationsarXiv
Prototypical Contrastive Learning of Unsupervised Representations2005.04966v5 · Junnan Li, Pan Zhou, Caiming Xiong et al.2020 · 610 citationsarXiv
Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms1907.08288v1 · Canyi Lu, Pan Zhou2019 · 6 citationsarXiv
A Stochastic Trust Region Method for Non-convex Minimization1903.01540v1 · Zebang Shen, Pan Zhou, Cong Fang et al.2019 · 7 citationsarXiv
Tensor Factorization for Low-Rank Tensor Completion.29028199 · Zhou, Pan, Lu, Canyi, Lin, Zhouchen et al.2018 · 351 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2018;27(3):1152-1163
The Landscape of Deep Learning Algorithms1705.07038v2 · Pan Zhou, Jiashi Feng2017 · 14 citationsarXiv
Bilevel Model-Based Discriminative Dictionary Learning for Recognition.27831875 · Zhou, Pan, Zhang, Chao, Lin, Zhouchen2018 · 36 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2017;26(3):1173-1187
Integrated Low-Rank-Based Discriminative Feature Learning for Recognition.26080387 · Zhou, Pan, Lin, Zhouchen, Zhang, Chao2016 · 74 citationsIEEE transactions on neural networks and learning systems. 2016;27(5):1080-93
Career total: 65 works. 42 are in this corpus.
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