A hierarchical loss and its problems when classifying non-hierarchically

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A hierarchical loss and its problems when classifying non-hierarchically

1 September 2017

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Papers citing "A hierarchical loss and its problems when classifying non-hierarchically"

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Title
Standard Occupation Classifier -- A Natural Language Processing Approach Sidharth Rony Jack Patman 104 0 0 28 Nov 2025
Should We Always Train Models on Fine-Grained Classes? Davide Pirovano Federico Milanesio Michele Caselle Piero Fariselli Matteo Osella 92 0 0 05 Sep 2025
Hierarchical classification at multiple operating pointsNeural Information Processing Systems (NeurIPS), 2022 Jack Valmadre 163 20 0 19 Oct 2022
Finding Islands of Predictability in Action Forecasting D. Scarafoni Irfan Essa Thomas Ploetz AI4TS 106 1 0 13 Oct 2022
Loss Functions for Classification using Structured Entropy B. Lucena 75 3 0 14 Jun 2022
The Tree Loss: Improving Generalization with Many ClassesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Yujie Wang Michael Izbicki 144 1 0 16 Apr 2022
United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across Tasks Sindi Shkodrani Yu Wang M. Manfredi N. Baka 109 4 0 28 Jul 2021
Learning the Predictability of the FutureComputer Vision and Pattern Recognition (CVPR), 2021 Dídac Surís Ruoshi Liu Carl Vondrick 219 86 0 01 Jan 2021
Objective-Based Hierarchical Clustering of Deep Embedding VectorsAAAI Conference on Artificial Intelligence (AAAI), 2020 Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 280 26 0 15 Dec 2020
Grafit: Learning fine-grained image representations with coarse labelsIEEE International Conference on Computer Vision (ICCV), 2020 Hugo Touvron Alexandre Sablayrolles Matthijs Douze Matthieu Cord Edouard Grave SSL 143 74 0 25 Nov 2020
Hierarchical brain parcellation with uncertainty M. Graham Carole H. Sudre Thomas Varsavsky Petru-Daniel Tudosiu P. Nachev Sebastien Ourselin M. Jorge Cardoso UQCV 106 8 0 16 Sep 2020
Hierarchical Action Classification with Network PruningInternational Symposium on Visual Computing (ISVC), 2020 Mahdi Davoodikakhki KangKang Yin 259 21 0 30 Jul 2020
SimLoss: Class Similarities in Cross EntropyInternational Syposium on Methodologies for Intelligent Systems (ISMIS), 2020 Konstantin Kobs M. Steininger Albin Zehe Florian Lautenschlager Andreas Hotho 92 10 0 06 Mar 2020
Label-similarity Curriculum LearningEuropean Conference on Computer Vision (ECCV), 2019 Ürün Dogan A. Deshmukh Marcin Machura Christian Igel 148 22 0 15 Nov 2019
Hierarchical Auxiliary Learning Jaehoon Cha Kyeong Soo Kim Sanghyuk Lee 98 4 0 03 Jun 2019
Snapshot Distillation: Teacher-Student Optimization in One Generation Chenglin Yang Lingxi Xie Chi Su Alan Yuille 212 216 0 01 Dec 2018