Title
Backdoor Attacks Against Patch-based Mixture of Experts Cedric Chan Jona te Lintelo S. Picek AAML MoE 58 0 0 03 May 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Y. Wang MoE 60 0 0 24 Mar 2025
Tight Clusters Make Specialized Experts Stefan K. Nielsen R. Teo Laziz U. Abdullaev Tan M. Nguyen MoE 56 2 0 21 Feb 2025
Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic Segmentation Svetlana Pavlitska Enrico Eisen J. Marius Zöllner AAML UQCV MoE 88 1 0 16 Dec 2024
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing Hanhui Wang Yihua Zhang Ruizheng Bai Yue Zhao Sijia Liu Z. Tu AAML PICV 95 2 0 25 Nov 2024
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design Ruisi Cai Yeonju Ro Geon-Woo Kim Peihao Wang Babak Ehteshami Bejnordi Aditya Akella Z. Wang MoE 23 2 0 24 Oct 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts R. Teo Tan M. Nguyen MoE 28 3 0 18 Oct 2024
Scaling Diffusion Transformers to 16 Billion Parameters Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang DiffM MoE 54 15 0 16 Jul 2024
$$\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts$ $\texttt{MoE-RBench}$ : Towards Building Reliable Language Models with Sparse Mixture-of-Experts Guanjie Chen Xinyu Zhao Tianlong Chen Yu Cheng MoE 59 5 0 17 Jun 2024
Flextron: Many-in-One Flexible Large Language Model Ruisi Cai Saurav Muralidharan Greg Heinrich Hongxu Yin Zhangyang Wang Jan Kautz Pavlo Molchanov 24 10 0 11 Jun 2024
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts Xinru Zhang N. Ou Berke Doga Basaran Marco Visentin Mengyun Qiao ... Ouyang Cheng Yaou Liu Paul M. Matthew Chuyang Ye Wenjia Bai MedIm 24 4 0 16 May 2024
The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection Mohammad Jafari Yimeng Zhang Yihua Zhang Sijia Liu 33 2 0 18 Mar 2024
Revisiting the Trade-off between Accuracy and Robustness via Weight Distribution of Filters Xingxing Wei Shiji Zhao Bo li AAML 34 3 0 06 Jun 2023
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 124 137 0 30 Oct 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 147 323 0 18 Feb 2022
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 213 668 0 19 Oct 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,813 0 08 Jul 2016