Network of Experts for Large-Scale Image Categorization

20 April 2016

Papers citing "Network of Experts for Large-Scale Image Categorization"

35 / 35 papers shown

Title
Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design Mohan Zhang Pingzhi Li Jie Peng Mufan Qiu Tianlong Chen MoE 50 0 0 02 Apr 2025
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 43 4 0 23 Sep 2024
LLMBind: A Unified Modality-Task Integration Framework Bin Zhu Munan Ning Peng Jin Bin Lin Jinfa Huang ... Junwu Zhang Zhenyu Tang Mingjun Pan Xing Zhou Li-ming Yuan MLLM 40 6 0 22 Feb 2024
Multimodal Clinical Trial Outcome Prediction with Large Language Models Wenhao Zheng Dongsheng Peng Hongxia Xu Yun Li Hongtu Zhu Tianfan Fu Huaxiu Yao Huaxiu Yao 52 5 0 09 Feb 2024
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts Wenyan Cong Hanxue Liang Peihao Wang Zhiwen Fan Tianlong Chen M. Varma Yi Wang Zhangyang Wang MoE 44 21 0 22 Aug 2023
Robust Mixture-of-Expert Training for Convolutional Neural Networks Yihua Zhang Ruisi Cai Tianlong Chen Guanhua Zhang Huan Zhang Pin-Yu Chen Shiyu Chang Zhangyang Wang Sijia Liu MoE AAML OOD 47 17 0 19 Aug 2023
Taxonomic Class Incremental Learning Yuzhao Chen Zonghua Li Zhiyuan Hu Nuno Vasconcelos CLL 44 3 0 12 Apr 2023
Revisiting Single-gated Mixtures of Experts Amelie Royer I. Karmanov Andrii Skliar B. Bejnordi Tijmen Blankevoort MoE MoMe 49 6 0 11 Apr 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 34 0 0 27 Mar 2023
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 41 9 0 24 Nov 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 44 82 0 26 Oct 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 37 24 0 11 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 66 30 0 08 Oct 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 25 6 0 07 Sep 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 34 34 0 21 Jul 2022
Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Shouhong Ding Lizhuang Ma OOD CVBM 27 47 0 20 Jul 2022
3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition Zhao You Shulin Feng Dan Su Dong Yu 22 9 0 07 Apr 2022
A Hierarchical Assessment of Adversarial Severity Guillaume Jeanneret Juan Pérez Pablo Arbeláez AAML 36 2 0 26 Aug 2021
MMF: Multi-Task Multi-Structure Fusion for Hierarchical Image Classification Xiaoni Li Yucan Zhou Yu Zhou Weiping Wang 24 10 0 02 Jul 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 29 579 0 10 Jun 2021
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space Rui Huang Yixuan Li OODD 39 237 0 05 May 2021
Domain Adaptation of Learned Features for Visual Localization Sungyong Baik Hyo Jin Kim Tianwei Shen Eddy Ilg Kyoung Mu Lee Chris Sweeney OOD 35 6 0 21 Aug 2020
Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier Tz-Ying Wu Pedro Morgado Pei Wang Chih-Hui Ho Nuno Vasconcelos 13 45 0 20 Jul 2020
SegNBDT: Visual Decision Rules for Segmentation Alvin Wan Daniel Ho You Song Henk Tillman Sarah Adel Bargal Joseph E. Gonzalez SSeg 27 6 0 11 Jun 2020
NBDT: Neural-Backed Decision Trees Alvin Wan Lisa Dunlap Daniel Ho Jihan Yin Scott Lee Henry Jin Suzanne Petryk Sarah Adel Bargal Joseph E. Gonzalez 26 99 0 01 Apr 2020
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks Luca Bertinetto Romain Mueller Konstantinos Tertikas Sina Samangooei Nicholas A. Lord OOD 34 132 0 19 Dec 2019
ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations Vivek Sharma Praneeth Vepakomma Tristan Swedish Kenglun Chang Jayashree Kalpathy-Cramer Ramesh Raskar 26 11 0 09 Oct 2019
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 35 4 0 07 Sep 2018
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Zerui Li Ram Nevatia VLM 26 20 0 21 Nov 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
Towards Good Practices for Deep 3D Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang 3DH 41 85 0 23 Jul 2017
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision Sam Gross MarcÁurelio Ranzato Arthur Szlam MoE 22 102 0 20 Apr 2017
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification Y. Lu Abhishek Kumar Shuangfei Zhai Yu Cheng T. Javidi Rogerio Feris 3DH 21 384 0 16 Nov 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles Stefan Lee Senthil Purushwalkam Michael Cogswell Viresh Ranjan David J. Crandall Dhruv Batra BDL UQCV OOD 33 176 0 24 Jun 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 270 7,640 0 03 Jul 2012