Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

50 / 835 papers shown

Title
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) Megha Thukral Sourish Gunesh Dhekane S. Hiremath H. Haresamudram Thomas Ploetz 43 3 0 20 May 2024
Continual Deep Reinforcement Learning for Decentralized Satellite Routing Federico Lozano-Cuadra B. Soret Israel Leyva Mayorga P. Popovski 38 2 0 20 May 2024
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning Hikmat Khan Ghulam Rasool N. Bouaynaya AAML 28 0 0 20 May 2024
FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning Liuzhi Zhou Yu He Kun Zhai Xiang Liu Sen Liu Xingjun Ma Guangnan Ye Yu-Gang Jiang Hongfeng Chai FedML 26 1 0 20 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
The Platonic Representation Hypothesis Minyoung Huh Brian Cheung Tongzhou Wang Phillip Isola 80 114 0 13 May 2024
Learned feature representations are biased by complexity, learning order, position, and more Andrew Kyle Lampinen Stephanie C. Y. Chan Katherine Hermann AI4CE FaML SSL OOD 40 6 0 09 May 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 44 4 0 08 May 2024
Neural Graphics Texture Compression Supporting Random Acces Farzad Farhadzadeh Qiqi Hou Hoang Le Amir Said Randall Rauwendaal Alex Bourd Fatih Porikli 29 0 0 06 May 2024
Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks Alex Murphy J. Zylberberg Alona Fyshe 35 1 0 02 May 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang 28 3 0 26 Apr 2024
Mechanistic Interpretability for AI Safety -- A Review Leonard Bereska E. Gavves AI4CE 40 117 0 22 Apr 2024
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts Hoang Nguyen Chenwei Zhang Ye Liu Natalie Parde Eugene Rohrbaugh Philip S. Yu 54 1 0 19 Apr 2024
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition Jiawen Xu 32 0 0 16 Apr 2024
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity Nilotpal Sinha Peyman Rostami Abd El Rahman Shabayek Anis Kacem Djamila Aouada 35 0 0 15 Apr 2024
MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes Bor-Shiun Wang Chien-Yi Wang Wei-Chen Chiu 30 3 0 13 Apr 2024
Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity Nathan Vance Patrick Flynn 38 1 0 12 Apr 2024
Unsegment Anything by Simulating Deformation Jiahao Lu Xingyi Yang Xinchao Wang 36 4 0 03 Apr 2024
Getting it Right: Improving Spatial Consistency in Text-to-Image Models Agneet Chatterjee Gabriela Ben-Melech Stan Estelle Aflalo Sayak Paul Dhruba Ghosh ... Ludwig Schmidt Hanna Hajishirzi Vasudev Lal Chitta Baral Yezhou Yang EGVM VLM 59 15 0 01 Apr 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 50 14 0 28 Mar 2024
Multi-scale Unified Network for Image Classification Wenzhuo Liu Fei Zhu Cheng-Lin Liu CVBM 27 0 0 27 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 43 2 0 27 Mar 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? Shaoxiong Ji Timothee Mickus Vincent Segonne Jörg Tiedemann CLL 42 3 0 25 Mar 2024
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors Md Abdul Kadir G. Addluri Daniel Sonntag AAML 44 0 0 25 Mar 2024
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals Rui Zheng Yuhao Zhou Zhiheng Xi Tao Gui Qi Zhang Xuanjing Huang AAML 55 0 0 24 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 43 12 0 22 Mar 2024
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors Saksham Suri Matthew Walmer Kamal Gupta Abhinav Shrivastava 41 4 0 21 Mar 2024
On the Concept Trustworthiness in Concept Bottleneck Models Qihan Huang Mingli Song Jingwen Hu Haofei Zhang Yong Wang Mingli Song 50 9 0 21 Mar 2024
Stitching for Neuroevolution: Recombining Deep Neural Networks without Breaking Them Arthur Guijt D. Thierens Tanja Alderliesten Peter A. N. Bosman 41 1 0 21 Mar 2024
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks Jinyung Hong Eunyeong Jeon Changhoon Kim Keun Hee Park Utkarsh Nath Yezhou Yang Pavan Turaga Theodore P. Pavlic CML 36 0 0 21 Mar 2024
Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks Biswadeep Chakraborty Saibal Mukhopadhyay 35 3 0 19 Mar 2024
Predicting Generalization of AI Colonoscopy Models to Unseen Data Joel Shor C. McNeil Yotam Intrator Joe Ledsam H. Yamano ... Masaaki Miyo Eiji Oki Ichiro Takemasa Ehud Rivlin Roman Goldenberg 41 0 0 14 Mar 2024
DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers Xiao Ma Shengfeng He Hezhe Qiao Dong-Lai Ma 34 1 0 14 Mar 2024
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving Sicen Guo Zhiyuan Wu Qijun Chen Ioannis Pitas Rui Fan Rui Fan 40 1 0 13 Mar 2024
Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers Alexander H. Berger Laurin Lux Suprosanna Shit Ivan Ezhov Georgios Kaissis M. Menten Daniel Rueckert Johannes C. Paetzold ViT 39 0 0 11 Mar 2024
Can Generative Models Improve Self-Supervised Representation Learning? Sana Ayromlou Arash Afkanpour Vahid Reza Khazaie Fereshteh Forghani 40 3 0 09 Mar 2024
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation Antonino Greco Markus Siegel 25 2 0 07 Mar 2024
A general approach to enhance the survivability of backdoor attacks by decision path coupling Yufei Zhao Dingji Wang Bihuan Chen Ziqian Chen Xin Peng AAML 32 0 0 05 Mar 2024
Brain-inspired and Self-based Artificial Intelligence Yi Zeng Feifei Zhao Yuxuan Zhao Dongcheng Zhao Enmeng Lu ... Yiting Dong Wenxuan Pan Xiangfei He Aorigele Bao Jin Wang AI4CE 53 2 0 29 Feb 2024
MGE: A Training-Free and Efficient Model Generation and Enhancement Scheme Xuan Wang Zeshan Pang Yuliang Lu Xuehu Yan 38 0 0 27 Feb 2024
Scaling Supervised Local Learning with Augmented Auxiliary Networks Chenxiang Ma Jibin Wu Chenyang Si Kay Chen Tan 49 2 0 27 Feb 2024
RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection Haolin Li Shuyang Jiang Lifeng Zhang Siyuan Du Guangnan Ye Hongfeng Chai 24 0 0 27 Feb 2024
Asymmetry in Low-Rank Adapters of Foundation Models Jiacheng Zhu Kristjan Greenewald Kimia Nadjahi Haitz Sáez de Ocáriz Borde Rickard Brüel-Gabrielsson Leshem Choshen Marzyeh Ghassemi Mikhail Yurochkin Justin Solomon 46 27 0 26 Feb 2024
SKILL: Similarity-aware Knowledge distILLation for Speech Self-Supervised Learning Luca Zampierin G. B. Hacene Bac Nguyen Mirco Ravanelli 46 2 0 26 Feb 2024
Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting P. Proskura Alexey Zaytsev 36 0 0 22 Feb 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer Seong Hoon Lim Taejun Yun Jinhyeon Kim Jihun Choi Taeuk Kim 46 2 0 21 Feb 2024
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity Ivan Rep David Dukić Jan Šnajder 31 0 0 20 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training Jian Wang Xin Yang X. Jia Wufeng Xue Rusi Chen ... Lian Liu Yan Cao Jianqiao Zhou Dong Ni Ning Gu 35 5 0 18 Feb 2024
LaCo: Large Language Model Pruning via Layer Collapse Yifei Yang Zouying Cao Hai Zhao 21 52 0 17 Feb 2024
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients Xinchi Qiu Yan Gao Lorenzo Sani Heng Pan Wanru Zhao Pedro Gusmão Mina Alibeigi Alexandru Iacob Nicholas D. Lane FedML 55 3 0 15 Feb 2024