Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

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Title
Diffused Redundancy in Pre-trained Representations Vedant Nanda Till Speicher John P. Dickerson S. Feizi Krishna P. Gummadi Adrian Weller SSL 29 2 0 31 May 2023
The Tunnel Effect: Building Data Representations in Deep Neural Networks Wojciech Masarczyk M. Ostaszewski Ehsan Imani Razvan Pascanu Piotr Milo's Tomasz Trzciñski 41 19 0 31 May 2023
Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff Arthur Jacot MLT 26 13 0 30 May 2023
Investigating the Effects of Fairness Interventions Using Pointwise Representational Similarity Camila Kolling Till Speicher Vedant Nanda Mariya Toneva Krishna P. Gummadi 30 1 0 30 May 2023
A Rainbow in Deep Network Black Boxes Florentin Guth Brice Ménard G. Rochette S. Mallat 37 10 0 29 May 2023
Feature-Learning Networks Are Consistent Across Widths At Realistic Scales Nikhil Vyas Alexander B. Atanasov Blake Bordelon Depen Morwani Sabarish Sainathan Cengiz Pehlevan 32 23 0 28 May 2023
A Three-regime Model of Network Pruning Yefan Zhou Yaoqing Yang Arin Chang Michael W. Mahoney 39 10 0 28 May 2023
On the special role of class-selective neurons in early training Omkar Ranadive Nikhil Thakurdesai Ari S. Morcos Matthew L. Leavitt Stéphane Deny 22 2 0 27 May 2023
Emergent representations in networks trained with the Forward-Forward algorithm Niccolo Tosato Lorenzo Basile Emanuele Ballarin Giuseppe de Alteriis Alberto Cazzaniga A. Ansuini 31 9 0 26 May 2023
VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale Zhiwei Hao Jianyuan Guo Kai Han Han Hu Chang Xu Yunhe Wang 38 16 0 25 May 2023
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning Jiahao Tan Yipeng Zhou Gang Liu Jessie Hui Wang Shui Yu FedML 30 14 0 25 May 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings Josip Jukić Jan vSnajder 39 4 0 23 May 2023
On Robustness of Finetuned Transformer-based NLP Models Pavan Kalyan Reddy Neerudu S. Oota Mounika Marreddy Venkateswara Rao Kagita Manish Gupta 32 7 0 23 May 2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast Yiduo Guo Yaobo Liang Dongyan Zhao Bin Liu Du Nan CLL 41 1 0 19 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 63 66 0 10 May 2023
SRIL: Selective Regularization for Class-Incremental Learning Jisu Han Jaemin Na Wonjun Hwang CLL 35 0 0 09 May 2023
DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches Yuwen Heng S. Dasmahapatra Hansung Kim 24 1 0 06 May 2023
ZipIt! Merging Models from Different Tasks without Training George Stoica Daniel Bolya J. Bjorner Pratik Ramesh Taylor N. Hearn Judy Hoffman VLM MoMe 52 111 0 04 May 2023
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets V. Saxena Nils Rethmeier Gijs Van Dijck Gerasimos Spanakis 26 6 0 04 May 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages Elena Sofia Ruzzetti Federico Ranaldi F. Logozzo Michele Mastromattei Leonardo Ranaldi Fabio Massimo Zanzotto 32 8 0 03 May 2023
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space Fred Philippy Siwen Guo Shohreh Haddadan 33 7 0 03 May 2023
Discovering the Effectiveness of Pre-Training in a Large-scale Car-sharing Platform Kyungchul Park Hyun-Kyo Chung 25 0 0 02 May 2023
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement Ailin Deng Miao Xiong Bryan Hooi 49 6 0 02 May 2023
Redundancy and Concept Analysis for Code-trained Language Models Arushi Sharma Zefu Hu Christopher Quinn Ali Jannesari 80 1 0 01 May 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal Naresh Gurulingan Bahram Zonooz Elahe Arani 32 2 0 30 Apr 2023
Uncovering the Representation of Spiking Neural Networks Trained with Surrogate Gradient Yuhang Li Youngeun Kim Hyoungseob Park Priyadarshini Panda 34 16 0 25 Apr 2023
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations Shashank Shekhar Florian Bordes Pascal Vincent Ari S. Morcos 29 10 0 25 Apr 2023
Distilling from Similar Tasks for Transfer Learning on a Budget Kenneth Borup Cheng Perng Phoo Bharath Hariharan 30 2 0 24 Apr 2023
How good are variational autoencoders at transfer learning? Lisa Bonheme M. Grzes OOD DRL 23 2 0 21 Apr 2023
False Claims against Model Ownership Resolution Jian-wei Liu Rui Zhang S. Szyller Kui Ren Nirmal Asokan AAML MLAU 31 11 0 13 Apr 2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 34 16 0 10 Apr 2023
Interpretable statistical representations of neural population dynamics and geometry Adam Gosztolai Robert L. Peach Alexis Arnaudon Mauricio Barahona P. Vandergheynst 17 8 0 06 Apr 2023
Source-free Domain Adaptation Requires Penalized Diversity Laya Rafiee Sevyeri Ivaxi Sheth Farhood Farahnak Alexandre See Samira Ebrahimi Kahou T. Fevens Mohammad Havaei TTA 24 0 0 06 Apr 2023
What Affects Learned Equivariance in Deep Image Recognition Models? Robert-Jan Bruintjes Tomasz Motyka Jan van Gemert 31 7 0 05 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 46 7 0 04 Apr 2023
On the Variance of Neural Network Training with respect to Test Sets and Distributions Keller Jordan OOD 24 11 0 04 Apr 2023
Cross-Class Feature Augmentation for Class Incremental Learning Taehoon Kim Jaeyoo Park Bohyung Han CLL 32 5 0 04 Apr 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning Dongwan Kim Bohyung Han CLL 15 48 0 04 Apr 2023
FedIN: Federated Intermediate Layers Learning for Model Heterogeneity Yun-Hin Chan Zhihan Jiang Jing Deng Edith C.H. Ngai FedML 32 1 0 03 Apr 2023
Asymmetric Image Retrieval with Cross Model Compatible Ensembles Ori Linial Alon Shoshan Nadav Bhonker Elad Hirsch L. Zamir Igor Kviatkovsky Gérard Medioni 40 2 0 30 Mar 2023
ContraSim -- A Similarity Measure Based on Contrastive Learning Adir Rahamim Yonatan Belinkov SSL 22 2 0 29 Mar 2023
Transformer and Snowball Graph Convolution Learning for Brain functional network Classification Jinlong Hu Ya-Lin Huang Shoubin Dong 30 1 0 28 Mar 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection Qiao Gu Dongsub Shim Florian Shkurti CLL KELM 26 10 0 26 Mar 2023
Deep Augmentation: Dropout as Augmentation for Self-Supervised Learning Rickard Brüel-Gabrielsson Tongzhou Wang Manel Baradad Justin Solomon ViT 16 0 0 25 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 26 5 0 24 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 40 17 0 23 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 27 63 0 23 Mar 2023
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain Xiang He Dongcheng Zhao Yang Li Guobin Shen Qingqun Kong Yi Zeng 50 5 0 23 Mar 2023
Beyond Universal Transformer: block reusing with adaptor in Transformer for automatic speech recognition Haoyu Tang Zhaoyi Liu Chang Zeng Xinfeng Li 34 1 0 23 Mar 2023
Continual Learning in the Presence of Spurious Correlation Donggyu Lee Sangwon Jung Taesup Moon CLL 22 2 0 21 Mar 2023