Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

50 / 834 papers shown

Title
Does injecting linguistic structure into language models lead to better alignment with brain recordings? Mostafa Abdou Ana Valeria González Mariya Toneva Daniel Hershcovich Anders Søgaard 19 15 0 29 Jan 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 21 71 0 26 Jan 2021
Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology David Pérez-Fernández Asier Gutiérrez-Fandiño Jordi Armengol-Estapé Marta Villegas 22 6 0 19 Jan 2021
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction Anh Thai Stefan Stojanov Zixuan Huang Isaac Rehg James M. Rehg CLL 30 0 0 18 Jan 2021
Supervised Transfer Learning at Scale for Medical Imaging Basil Mustafa Aaron Loh Jan Freyberg Patricia MacWilliams Megan Wilson ... Shruthi Prabhakara Umesh Telang Alan Karthikesalingam N. Houlsby Vivek Natarajan LM&MA 29 67 0 14 Jan 2021
Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's Disease A. Fedorov Tristan Sylvain Eloy P. T. Geenjaar Margaux Luck Lei Wu T. DeRamus Alex Kirilin Dmitry Bleklov Vince D. Calhoun Sergey Plis SSL 17 13 0 25 Dec 2020
On self-supervised multi-modal representation learning: An application to Alzheimer's disease A. Fedorov Lei Wu Tristan Sylvain Margaux Luck T. DeRamus Dmitry Bleklov Sergey Plis Vince D. Calhoun SSL 6 15 0 25 Dec 2020
Undivided Attention: Are Intermediate Layers Necessary for BERT? S. N. Sridhar Anthony Sarah 22 14 0 22 Dec 2020
Aggregative Self-Supervised Feature Learning from a Limited Sample Jiuwen Zhu Yuexiang Li S. Kevin Zhou SSL 22 0 0 14 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 48 41 0 09 Dec 2020
Inter-layer Information Similarity Assessment of Deep Neural Networks Via Topological Similarity and Persistence Analysis of Data Neighbour Dynamics Andrew Hryniowski A. Wong 24 5 0 07 Dec 2020
Cross-Layer Distillation with Semantic Calibration Defang Chen Jian-Ping Mei Yuan Zhang Can Wang Yan Feng Chun-Yen Chen FedML 45 286 0 06 Dec 2020
Multi-level Knowledge Distillation via Knowledge Alignment and Correlation Fei Ding Yin Yang Hongxin Hu V. Krovi Feng Luo 14 4 0 01 Dec 2020
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization T. Han S. Nebelung F. Pedersoli Markus Zimmermann M. Schulze-Hagen ... Christoph Haarburger Fabian Kiessling Christiane Kuhl Volkmar Schulz Daniel Truhn MedIm 6 33 0 25 Nov 2020
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection Ruixiang Tang Mengnan Du Xia Hu 30 3 0 17 Nov 2020
An analysis of the transfer learning of convolutional neural networks for artistic images Nicolas Gonthier Y. Gousseau Saïd Ladjal 14 18 0 05 Nov 2020
Why Do Better Loss Functions Lead to Less Transferable Features? Simon Kornblith Ting-Li Chen Honglak Lee Mohammad Norouzi FaML 24 90 0 30 Oct 2020
Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth Thao Nguyen M. Raghu Simon Kornblith OOD 8 262 0 29 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 33 36 0 22 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić E. Ponti Robert Litschko Goran Glavas Anna Korhonen KELM 14 232 0 12 Oct 2020
Linear Mode Connectivity in Multitask and Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar Dilan Görür Razvan Pascanu H. Ghasemzadeh CLL 29 138 0 09 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 18 31 0 06 Oct 2020
Exploring the Interchangeability of CNN Embedding Spaces David G. McNeely-White Benjamin Sattelberg Nathaniel Blanchard Ross Beveridge CVBM 11 1 0 05 Oct 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation Rajiv Movva Jason Zhao 10 12 0 17 Sep 2020
OrthoReg: Robust Network Pruning Using Orthonormality Regularization Ekdeep Singh Lubana Puja Trivedi C. Hougen Robert P. Dick Alfred Hero 29 1 0 10 Sep 2020
Optimizing Mode Connectivity via Neuron Alignment N. Joseph Tatro Pin-Yu Chen Payel Das Igor Melnyk P. Sattigeri Rongjie Lai MoMe 223 80 0 05 Sep 2020
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu 6 9 0 04 Sep 2020
What is being transferred in transfer learning? Behnam Neyshabur Hanie Sedghi Chiyuan Zhang 29 506 0 26 Aug 2020
BOIL: Towards Representation Change for Few-shot Learning Jaehoon Oh Hyungjun Yoo ChangHwan Kim Seyoung Yun 8 9 0 20 Aug 2020
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Goran Glavas Ivan Vulić 27 67 0 15 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos S. Tabik Daniel Molina Francisco Herrera 32 26 0 09 Aug 2020
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning Kshitij Dwivedi Jiahui Huang Radoslaw Martin Cichy Gemma Roig 19 30 0 05 Aug 2020
Implicit Regularization via Neural Feature Alignment A. Baratin Thomas George César Laurent R. Devon Hjelm Guillaume Lajoie Pascal Vincent Simon Lacoste-Julien 18 6 0 03 Aug 2020
Compressing Deep Neural Networks via Layer Fusion James OÑeill Greg Ver Steeg Aram Galstyan AI4CE 14 4 0 29 Jul 2020
Transferred Discrepancy: Quantifying the Difference Between Representations Yunzhen Feng Runtian Zhai Di He Liwei Wang Bin Dong DRL 9 11 0 24 Jul 2020
Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning Junde Wu Shuang Yu Wenting Chen Kai Ma Rao Fu Hanruo Liu Xiaoguang Di Yefeng Zheng 18 23 0 22 Jul 2020
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics V. Ramasesh Ethan Dyer M. Raghu CLL 24 173 0 14 Jul 2020
Representation Transfer by Optimal Transport Xuhong Li Yves Grandvalet Rémi Flamary Nicolas Courty Dejing Dou OT 16 8 0 13 Jul 2020
AMITE: A Novel Polynomial Expansion for Analyzing Neural Network Nonlinearities Mauro J. Sanchirico Xun Jiao Chandrasekhar Nataraj 31 3 0 13 Jul 2020
Hierarchical nucleation in deep neural networks Diego Doimo Aldo Glielmo A. Ansuini A. Laio BDL AI4CE 8 31 0 07 Jul 2020
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems Mayalen Etcheverry Clément Moulin-Frier Pierre-Yves Oudeyer 4 23 0 02 Jul 2020
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet Hao Chen Abhinav Shrivastava 23 14 0 01 Jul 2020
Interpreting and Disentangling Feature Components of Various Complexity from DNNs Jie Ren Mingjie Li Zexu Liu Quanshi Zhang CoGe 11 18 0 29 Jun 2020
Preventing Value Function Collapse in Ensemble {Q}-Learning by Maximizing Representation Diversity Hassam Sheikh Ladislau Bölöni 6 0 0 24 Jun 2020
What shapes feature representations? Exploring datasets, architectures, and training Katherine L. Hermann Andrew Kyle Lampinen OOD 23 153 0 22 Jun 2020
An Investigation of the Weight Space to Monitor the Training Progress of Neural Networks Konstantin Schurholt Damian Borth 24 3 0 18 Jun 2020
High-contrast "gaudy" images improve the training of deep neural network models of visual cortex Benjamin R. Cowley Jonathan W. Pillow 24 10 0 13 Jun 2020
Knowledge Distillation Meets Self-Supervision Guodong Xu Ziwei Liu Xiaoxiao Li Chen Change Loy FedML 23 280 0 12 Jun 2020
How many winning tickets are there in one DNN? Kathrin Grosse Michael Backes UQCV 6 2 0 12 Jun 2020
Self-Supervised Dynamic Networks for Covariate Shift Robustness Tomer Cohen Noy Shulman Hai Morgenstern Roey Mechrez Erez Farhan OOD 19 4 0 06 Jun 2020