Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

50 / 840 papers shown

Title
Leveraging Different Learning Styles for Improved Knowledge Distillation in Biomedical Imaging Usma Niyaz A. Sambyal Deepti R. Bathula 25 0 0 06 Dec 2022
On the effectiveness of partial variance reduction in federated learning with heterogeneous data Bo-wen Li Mikkel N. Schmidt T. S. Alstrøm Sebastian U. Stich FedML 37 9 0 05 Dec 2022
Cross-lingual Similarity of Multilingual Representations Revisited Maksym Del Mark Fishel 31 3 0 04 Dec 2022
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer Benjamin Muller Deepanshu Gupta Siddharth Patwardhan J. Fauconnier David Vandyke Sachin Agarwal 41 5 0 04 Dec 2022
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning Yeongwoo Song Hawoong Jeong OOD AI4CE 24 1 0 02 Dec 2022
Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks Michal Jamro.z Marcin Kurdziel 30 0 0 01 Dec 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on Andrei Atanov Andrei Filatov Teresa Yeo Ajay Sohmshetty Amir Zamir OOD 55 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 50 12 0 01 Dec 2022
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments Tal Golan Wenxuan Guo Heiko H. Schutt N. Kriegeskorte CVBM 18 4 0 28 Nov 2022
Linear Classification of Neural Manifolds with Correlated Variability Albert J. Wakhloo Tamara J. Sussman SueYeon Chung 29 10 0 27 Nov 2022
ModelDiff: A Framework for Comparing Learning Algorithms Harshay Shah Sung Min Park Andrew Ilyas A. Madry SyDa 56 26 0 22 Nov 2022
Representational dissimilarity metric spaces for stochastic neural networks Lyndon Duong Jingyang Zhou Josue Nassar Jules Berman Jeroen Olieslagers Alex H. Williams 30 19 0 21 Nov 2022
Blur Interpolation Transformer for Real-World Motion from Blur Zhihang Zhong Ming Cao Xiang Ji Yinqiang Zheng Imari Sato ViT 41 25 0 21 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 54 2 0 19 Nov 2022
Knowledge distillation for fast and accurate DNA sequence correction Anastasiya Belyaeva Joel Shor Daniel E. Cook Kishwar Shafin Daniel Liu ... Alexey Kolesnikov Cory Y. McLean Maria Nattestad Andrew Carroll Pi-Chuan Chang 18 1 0 17 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 42 28 0 17 Nov 2022
Towards Good Practices in Evaluating Transfer Adversarial Attacks Zhengyu Zhao Hanwei Zhang Renjue Li R. Sicre Laurent Amsaleg Michael Backes AAML 27 20 0 17 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
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers Peiyan Dong Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Zechao Li Xue Lin Zhenman Fang Yanzhi Wang ViT 36 63 0 15 Nov 2022
Interpreting Bias in the Neural Networks: A Peek Into Representational Similarity Gnyanesh Bangaru Lalith Bharadwaj Baru Kiran Chakravarthula 25 0 0 14 Nov 2022
Do Neural Networks Trained with Topological Features Learn Different Internal Representations? Sarah McGuire Shane Jackson Tegan H. Emerson Henry Kvinge 22 5 0 14 Nov 2022
Seeded iterative clustering for histology region identification Eduard Chelebian F. Ciompi C. Wählby 20 2 0 14 Nov 2022
Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations Shenghao Yu Wei-Chen Chiu CLL 18 1 0 10 Nov 2022
Much Easier Said Than Done: Falsifying the Causal Relevance of Linear Decoding Methods L. Hayne Abhijit Suresh Hunar Jain Rahul Kumar R. M. Carter FAtt 38 1 0 08 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 38 0 0 06 Nov 2022
Could Giant Pretrained Image Models Extract Universal Representations? Yutong Lin Ze Liu Zheng-Wei Zhang Han Hu Nanning Zheng Stephen Lin Yue Cao VLM 54 9 0 03 Nov 2022
Probing Statistical Representations For End-To-End ASR A. Ollerenshaw Md. Asif Jalal Thomas Hain 35 2 0 03 Nov 2022
Improving Hyperspectral Adversarial Robustness Under Multiple Attacks Nicholas Soucy Salimeh Yasaei Sekeh AAML 13 0 0 28 Oct 2022
Reliability of CKA as a Similarity Measure in Deep Learning Mohammad-Javad Davari Stefan Horoi A. Natik Guillaume Lajoie Guy Wolf Eugene Belilovsky AAML 94 36 0 28 Oct 2022
Federated Learning with Intermediate Representation Regularization Ye Lin Tun Chu Myaet Thwal Yu Min Park Seong-Bae Park Choong Seon Hong FedML 26 6 0 28 Oct 2022
Opening the Black Box of wav2vec Feature Encoder Kwanghee Choi Eunjung Yeo SSL 46 15 0 27 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 20 120 0 24 Oct 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 37 1 0 20 Oct 2022
Towards Sustainable Self-supervised Learning Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan CLL 53 7 0 20 Oct 2022
Learning Transferable Adversarial Robust Representations via Multi-view Consistency Minseon Kim Hyeonjeong Ha Dong Bok Lee Sung Ju Hwang 35 0 0 19 Oct 2022
Test-Time Training for Graph Neural Networks Yiqi Wang Chaozhuo Li Wei Jin Rui Li Jianan Zhao Jiliang Tang Xing Xie OOD 30 14 0 17 Oct 2022
GULP: a prediction-based metric between representations Enric Boix Adserà Hannah Lawrence George Stepaniants Philippe Rigollet 46 11 0 12 Oct 2022
Boosting Graph Neural Networks via Adaptive Knowledge Distillation Zhichun Guo Chunhui Zhang Yujie Fan Yijun Tian Chuxu Zhang Nitesh Chawla 26 32 0 12 Oct 2022
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Yixiong Zou Shanghang Zhang Yuhua Li Rui Li CLL 18 60 0 10 Oct 2022
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis Haixu Wu Teng Hu Yong Liu Hang Zhou Jianmin Wang Mingsheng Long AI4TS AIFin 61 715 0 05 Oct 2022
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering Mavina Nikandrou Lu Yu Alessandro Suglia Ioannis Konstas Verena Rieser OOD 32 5 0 30 Sep 2022
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks Mahdi Morafah Saeed Vahidian Chong Chen M. Shah Bill Lin FedML 67 47 0 30 Sep 2022
Relative representations enable zero-shot latent space communication Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Francesco Locatello Emanuele Rodolà 29 97 0 30 Sep 2022
Linearly Mapping from Image to Text Space Jack Merullo Louis Castricato Carsten Eickhoff Ellie Pavlick VLM 170 106 0 30 Sep 2022
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations Grégoire Mialon Randall Balestriero Yann LeCun 32 9 0 29 Sep 2022
Model Zoos: A Dataset of Diverse Populations of Neural Network Models Konstantin Schurholt Diyar Taskiran Boris Knyazev Xavier Giró-i-Nieto Damian Borth 60 29 0 29 Sep 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Chuyan Zhang Yun Gu 35 0 0 25 Sep 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 30 324 0 25 Sep 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan Yanyu Li Sheng Li Zhenglun Kong Sergey Tulyakov Xulong Tang Yanzhi Wang Jian Ren 33 15 0 22 Sep 2022
A Measure of the Complexity of Neural Representations based on Partial Information Decomposition David A. Ehrlich Andreas C. Schneider V. Priesemann Michael Wibral Abdullah Makkeh 24 18 0 21 Sep 2022