Insights on representational similarity in neural networks with canonical correlation

14 June 2018

Papers citing "Insights on representational similarity in neural networks with canonical correlation"

50 / 84 papers shown

Title
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 78 0 0 29 Apr 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 76 5 0 13 Mar 2025
Mapping fMRI Signal and Image Stimuli in an Artificial Neural Network Latent Space: Bringing Artificial and Natural Minds Together Cesare Maria Dalbagno Manuel de Castro Ribeiro Jardim Mihnea Angheluţă 42 0 0 12 Mar 2025
Runtime Backdoor Detection for Federated Learning via Representational Dissimilarity Analysis X. Zhang Xiaoyong Xue Xiaoning Du Xiaofei Xie Y. Liu Meng Sun FedML AAML 60 0 0 06 Mar 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 41 0 0 09 Feb 2025
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Clémentine Dominé Nicolas Anguita A. Proca Lukas Braun D. Kunin P. Mediano Andrew M. Saxe 32 3 0 22 Sep 2024
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos G. Marchetti Danica Kragic Martina Scolamiero 48 0 0 17 Sep 2024
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis Stefan Horoi Albert Manuel Orozco Camacho Eugene Belilovsky Guy Wolf FedML MoMe 29 9 0 07 Jul 2024
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 42 4 0 22 Jun 2024
Latent Space Translation via Inverse Relative Projection Valentino Maiorca Luca Moschella Marco Fumero Francesco Locatello Emanuele Rodolà 34 1 0 21 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 26 4 0 17 Jun 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models Yao Lu Yutao Zhu Yuqi Li Dongwei Xu Yun Lin Qi Xuan Xiaoniu Yang 28 5 0 12 Jun 2024
Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations Bulat Khaertdinov Pedro Jeuris Annanda Sousa Enrique Hortal 25 1 0 12 Jun 2024
When predict can also explain: few-shot prediction to select better neural latents Kabir Dabholkar Omri Barak BDL 47 0 0 23 May 2024
Investigating the Áutoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining Valentin Vielzeuf SSL 44 0 0 14 May 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 21 11 0 10 Jan 2024
Interpretation on Multi-modal Visual Fusion Hao Chen Hao Zhou Yongjian Deng 28 0 0 19 Aug 2023
Towards End-to-end Speech-to-text Summarization Raul Monteiro Diogo Pernes 9 1 0 06 Jun 2023
On Robustness of Finetuned Transformer-based NLP Models Pavan Kalyan Reddy Neerudu S. Oota Mounika Marreddy Venkateswara Rao Kagita Manish Gupta 24 7 0 23 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 52 64 0 10 May 2023
Sparsified Model Zoo Twins: Investigating Populations of Sparsified Neural Network Models D. Honegger Konstantin Schurholt Damian Borth 22 4 0 26 Apr 2023
Uncovering the Representation of Spiking Neural Networks Trained with Surrogate Gradient Yuhang Li Youngeun Kim Hyoungseob Park Priyadarshini Panda 30 16 0 25 Apr 2023
How good are variational autoencoders at transfer learning? Lisa Bonheme M. Grzes OOD DRL 23 2 0 21 Apr 2023
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 35 9 0 20 Apr 2023
Model Stitching: Looking For Functional Similarity Between Representations Adriano Hernandez Rumen Dangovski Peter Y. Lu Marin Soljacic 15 3 0 20 Mar 2023
Testing the Channels of Convolutional Neural Networks Kang Choi Donghyun Son Younghoon Kim Jiwon Seo 20 1 0 06 Mar 2023
A Toy Model of Universality: Reverse Engineering How Networks Learn Group Operations Bilal Chughtai Lawrence Chan Neel Nanda 15 96 0 06 Feb 2023
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks Khondoker Murad Hossain Tim Oates AAML 21 4 0 15 Dec 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on Andrei Atanov Andrei Filatov Teresa Yeo Ajay Sohmshetty Amir Zamir OOD 40 10 0 01 Dec 2022
Experimental Observations of the Topology of Convolutional Neural Network Activations Emilie Purvine Davis Brown Brett Jefferson C. Joslyn Brenda Praggastis Archit Rathore Madelyn Shapiro Bei Wang Youjia Zhou AI4CE 34 12 0 01 Dec 2022
Linear Classification of Neural Manifolds with Correlated Variability Albert J. Wakhloo Tamara J. Sussman SueYeon Chung 18 10 0 27 Nov 2022
ModelDiff: A Framework for Comparing Learning Algorithms Harshay Shah Sung Min Park Andrew Ilyas A. Madry SyDa 51 26 0 22 Nov 2022
Internal Representations of Vision Models Through the Lens of Frames on Data Manifolds Henry Kvinge Grayson Jorgenson Davis Brown Charles Godfrey Tegan H. Emerson 50 2 0 19 Nov 2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning S. Takagi OffRL 18 7 0 17 Nov 2022
Multimodal Dyadic Impression Recognition via Listener Adaptive Cross-Domain Fusion Yuanchao Li P. Bell Catherine Lai 18 3 0 09 Nov 2022
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 22 109 0 08 Nov 2022
Probing Statistical Representations For End-To-End ASR A. Ollerenshaw Md. Asif Jalal Thomas Hain 27 2 0 03 Nov 2022
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition Yujin Wang Changli Tang Ziyang Ma Zhisheng Zheng Xie Chen Weiqiang Zhang 31 1 0 27 Oct 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 32 6 0 22 Oct 2022
GULP: a prediction-based metric between representations Enric Boix Adserà Hannah Lawrence George Stepaniants Philippe Rigollet 38 11 0 12 Oct 2022
Dataset Inference for Self-Supervised Models Adam Dziedzic Haonan Duan Muhammad Ahmad Kaleem Nikita Dhawan Jonas Guan Yannis Cattan Franziska Boenisch Nicolas Papernot 24 26 0 16 Sep 2022
Random initialisations performing above chance and how to find them Frederik Benzing Simon Schug Robert Meier J. Oswald Yassir Akram Nicolas Zucchet Laurence Aitchison Angelika Steger ODL 20 24 0 15 Sep 2022
The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence Brando Miranda P. Yu Yu-xiong Wang Oluwasanmi Koyejo 30 10 0 02 Aug 2022
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models Kushal Tirumala Aram H. Markosyan Luke Zettlemoyer Armen Aghajanyan TDI 23 185 0 22 May 2022
How do Variational Autoencoders Learn? Insights from Representational Similarity Lisa Bonheme M. Grzes CoGe SSL DRL 27 10 0 17 May 2022
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports Arijit Sehanobish M. Sandora Nabila Abraham Jayashri Pawar Danielle Torres Anasuya Das M. Becker Richard Herzog Benjamin Odry Ron Vianu 11 3 0 06 May 2022
Visualizing Deep Neural Networks with Topographic Activation Maps A. Krug Raihan Kabir Ratul Christopher Olson Sebastian Stober FAtt AI4CE 28 3 0 07 Apr 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition Ye Du Jie M. Zhang Qiu-shi Zhu Lirong Dai Ming Wu Xin Fang Zhouwang Yang 24 2 0 05 Apr 2022
Testing the Tools of Systems Neuroscience on Artificial Neural Networks Grace W. Lindsay 14 4 0 14 Feb 2022
Deconfounded Representation Similarity for Comparison of Neural Networks Tianyu Cui Yogesh Kumar Pekka Marttinen Samuel Kaski CML 27 13 0 31 Jan 2022