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Network of Experts for Large-Scale Image Categorization

20 April 2016

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

44 / 44 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 215 0 0 02 Apr 2025
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts Hugo Inzirillo Remi Genet MoE 108 4 0 23 Sep 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 228 5 0 09 Feb 2024
Taxonomic Class Incremental Learning Yuzhao Chen Zonghua Li Zhiyuan Hu Nuno Vasconcelos CLL 79 3 0 12 Apr 2023
Revisiting Single-gated Mixtures of Experts Amelie Royer I. Karmanov Andrii Skliar B. Bejnordi Tijmen Blankevoort MoE MoMe 73 6 0 11 Apr 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 62 0 0 27 Mar 2023
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 103 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 73 88 0 26 Oct 2022
Hierarchical classification at multiple operating points Jack Valmadre 60 14 0 19 Oct 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 98 25 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 145 34 0 08 Oct 2022
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification Randolph Linderman Jingyang Zhang Nathan Inkawhich H. Li Yiran Chen OODD 175 7 0 09 Sep 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 106 6 0 07 Sep 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 101 37 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 65 50 0 20 Jul 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 583 137 0 27 Mar 2022
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception Arnav V. Malawade Trier Mortlock Mohammad Abdullah Al Faruque 76 32 0 17 Jan 2022
SONG: Self-Organizing Neural Graphs Lukasz Struski Tomasz Danel Marek Śmieja Jacek Tabor Bartosz Zieliñski 33 1 0 28 Jul 2021
MMF: Multi-Task Multi-Structure Fusion for Hierarchical Image Classification Xiaoni Li Yucan Zhou Yu Zhou Weiping Wang 69 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 146 612 0 10 Jun 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts Yongxing Dai Xiaotong Li Jun Liu Zekun Tong Ling-yu Duan OOD 76 129 0 19 May 2021
SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts Zhao You Shulin Feng Jane Polak Scowcroft Dong Yu MoE 80 55 0 07 May 2021
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space Rui Huang Yixuan Li OODD 99 249 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 84 6 0 21 Aug 2020
SegNBDT: Visual Decision Rules for Segmentation Alvin Wan Daniel Ho You Song Henk Tillman Sarah Adel Bargal Joseph E. Gonzalez SSeg 108 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 68 106 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 198 139 0 19 Dec 2019
Decision Propagation Networks for Image Classification Keke Tang Peng Song Yuexin Ma Zhaoquan Gu Yu Su Zhihong Tian Wenping Wang 23 0 0 27 Nov 2019
ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations Vivek Sharma Praneeth Vepakomma Tristan Swedish Kenglun Chang Jayashree Kalpathy-Cramer Ramesh Raskar 77 11 0 09 Oct 2019
ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries Vivek Sharma Praneeth Vepakomma Tristan Swedish Kenglun Chang Jayashree Kalpathy-Cramer Ramesh Raskar 53 7 0 05 Oct 2019
Expert Sample Consensus Applied to Camera Re-Localization Eric Brachmann Carsten Rother 111 116 0 07 Aug 2019
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning Yoonchang Sung Jiawei Wu Da Zhang Yu-Chuan Su Pratap Tokekar 90 38 0 07 Nov 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 86 4 0 07 Sep 2018
Class2Str: End to End Latent Hierarchy Learning Soham Saha G. Varma C. V. Jawahar 83 5 0 20 Aug 2018
Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN Deepak Babu Sam Neeraj N. Sajjan R. Venkatesh Babu 55 219 0 26 Jul 2018
Conditional Information Gain Networks Ufuk Can Biçici Cem Keskin L. Akarun 50 9 0 25 Jul 2018
Multi-Level Factorisation Net for Person Re-Identification Xiaobin Chang Timothy M. Hospedales Tao Xiang 70 507 0 24 Mar 2018
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 64 38 0 05 Sep 2017
Towards Good Practices for Deep 3D Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang 3DH 84 86 0 23 Jul 2017
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision Sam Gross MarcÁurelio Ranzato Arthur Szlam MoE 81 103 0 20 Apr 2017
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang F. Qiao Huazhong Yang 3DH 99 143 0 08 Feb 2017
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 105 664 0 18 Nov 2016
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 105 388 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 98 179 0 24 Jun 2016