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Similarity of Neural Network Representations Revisited

International Conference on Machine Learning (ICML), 2019

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

50 / 1,012 papers shown

Title
Curriculum Guided Personalized Subgraph Federated Learning Minku Kang Hogun Park FedML 88 1 0 30 Aug 2025
A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models Soham Petkar Hari Aakash K Anirudh Vempati Akshit Sinha Ponnurangam Kumarauguru Chirag Agarwal 84 1 0 28 Aug 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations Anthony Bisulco Rahul Ramesh Randall Balestriero Pratik Chaudhari 90 0 0 21 Aug 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning Jiawen Xu O. Kao BDL CLL 88 0 0 18 Aug 2025
Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods J. Lee Suhyeon Yu Yurim Jang Simon S. Woo Jaemin Jo MU 216 1 0 18 Aug 2025
Rethinking Safety in LLM Fine-tuning: An Optimization Perspective Minseon Kim Jin Myung Kwak Lama Alssum Bernard Ghanem Juil Sock David M. Krueger Fazl Barez Adel Bibi 103 2 0 17 Aug 2025
CC-Time: Cross-Model and Cross-Modality Time Series Forecasting Peng Chen Yihang Wang Yang Shu Yunyao Cheng Kai Zhao Zhongwen Rao Lujia Pan Bin Yang Chenjuan Guo AI4TS VLM 116 0 0 17 Aug 2025
Few-shot Class-incremental Fault Diagnosis by Preserving Class-Agnostic Knowledge with Dual-Granularity Representations Zhendong Yang Jie Wang Liansong Zong Xiaorong Liu Quan Qian Shiqian Chen 161 0 0 16 Aug 2025
Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends Zhenhua Xu Xubin Yue Zhebo Wang Qichen Liu Xixiang Zhao ... Wenjun Zeng Wengpeng Xing Dezhang Kong C. D. Lin Meng Han AILaw WaLM 198 8 0 15 Aug 2025
Exploring Cross-Stage Adversarial Transferability in Class-Incremental Continual Learning Jungwoo Kim Jong-Seok Lee AAML CLL SILM 63 0 0 12 Aug 2025
When Is Prior Knowledge Helpful? Exploring the Evaluation and Selection of Unsupervised Pretext Tasks from a Neuro-Symbolic Perspective Lin-Han Jia Si-Yu Han Wen-Chao Hu Jie-Jing Shao Wen-Da Wei Zhi Zhou Lan-Zhe Guo Yu-Feng Li SSL 104 0 0 10 Aug 2025
Zero-Direction Probing: A Linear-Algebraic Framework for Deep Analysis of Large-Language-Model Drift Amit Pandey 36 0 0 09 Aug 2025
Towards Unified Image Deblurring using a Mixture-of-Experts Decoder Daniel Feijoo Paula Garrido-Mellado Jaesung Rim Alvaro García Marcos V. Conde DiffM MoE 137 0 0 08 Aug 2025
Task complexity shapes internal representations and robustness in neural networks Robert Jankowski F. Radicchi M. Á. Serrano Marián Boguná S. Fortunato AAML 113 1 0 07 Aug 2025
Charting 15 years of progress in deep learning for speech emotion recognition: A replication study Andreas Triantafyllopoulos A. Batliner B. Schuller AI4TS 117 0 0 04 Aug 2025
CauKer: classification time series foundation models can be pretrained on synthetic data only Shifeng Xie Vasilii Feofanov Marius Alonso Ambroise Odonnat Jianfeng Zhang Themis Palpanas I. Redko AI4TS 160 4 0 04 Aug 2025
RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging Xin He Junxi Shen Zhenheng Tang Xiaowen Chu Bo Li Ivor Tsang Yew-Soon Ong MoMe MoE 93 1 0 03 Aug 2025
Towards Robust Semantic Correspondence: A Benchmark and Insights Wenyue Chong 3DV AAML 94 0 0 01 Aug 2025
Cross-Architecture Distillation Made Simple with Redundancy Suppression Weijia Zhang Yuehao Liu Wu Ran Chao Ma 130 2 0 29 Jul 2025
Universal Neurons in GPT-2: Emergence, Persistence, and Functional Impact Advey Nandan Cheng-Ting Chou Amrit Kurakula Cole Blondin Kevin Zhu Sean O Brien Sean O'Brien 60 0 0 28 Jul 2025
Feature learning is decoupled from generalization in high capacity neural networks Niclas Goring Charles London Abdurrahman Hadi Erturk Chris Mingard Yoonsoo Nam Ard A. Louis OOD MLT 188 1 0 25 Jul 2025
The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models Yang Xiao Gen Li Jie Ji Ruimeng Ye Xiaolong Ma Bo Hui MU 214 1 0 24 Jul 2025
Explaining How Visual, Textual and Multimodal Encoders Share Concepts Clément Cornet Romaric Besançon Hervé Le Borgne 117 0 0 24 Jul 2025
Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory Mutian Yang Jiandong Gao Ji Wu 150 0 0 24 Jul 2025
MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks Junhao Su Feiyu Zhu Hengyu Shi Tianyang Han Yurui Qiu Junfeng Luo Xiaoming Wei Jialin Gao 124 1 0 22 Jul 2025
Semantic Convergence: Investigating Shared Representations Across Scaled LLMs Daniel Son Sanjana Rathore Andrew Rufail Adrian Simon Daniel Zhang Soham Dave Cole Blondin Kevin Zhu Sean O'Brien 87 0 0 21 Jul 2025
Reactivation: Empirical NTK Dynamics Under Task Shifts Y. Liu Zixuan Chen Zirui Zhang Yufei Liu Giulia Lanzillotta 134 0 0 21 Jul 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chongxuan Huang Yongshi Ye Biao Fu Qifeng Su Xiaodong Shi 290 1 0 20 Jul 2025
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? Xi Ai Mahardika Krisna Ihsani Min-Yen Kan HILM 132 1 0 17 Jul 2025
OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting Jaeheun Jung Bosung Jung Suhyun Bae Donghun Lee MU 157 0 0 10 Jul 2025
Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders Dimitrios Bralios Jonah Casebeer Paris Smaragdis 172 1 0 10 Jul 2025
Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think Ge Wu Shen Zhang Ruijing Shi Shanghua Gao Zhenyuan Chen ... Hongcheng Gao Yao Tang Jian Yang Ming-Ming Cheng X. Li 216 15 0 02 Jul 2025
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations Dongkyu Cho Rumi Chunara 206 0 0 01 Jul 2025
Audio-3DVG: Unified Audio -- Point Cloud Fusion for 3D Visual Grounding Duc Cao-Dinh Khai Le-Duc Anh Dao Bach Phan Tat Chris Ngo Duy M. H. Nguyen Nguyen X. Khanh Thanh Nguyen-Tang 145 0 0 01 Jul 2025
Escaping Plato's Cave: JAM for Aligning Independently Trained Vision and Language Models Lauren Hyoseo Yoon Yisong Yue Been Kim 196 0 0 01 Jul 2025
Towards foundational LiDAR world models with efficient latent flow matching Tianran Liu Shengwen Zhao Nicholas Rhinehart 121 3 0 30 Jun 2025
Multiple Streams of Knowledge Retrieval: Enriching and Recalling in Transformers Todd Nief David Reber Sean Richardson Ari Holtzman KELM 101 0 0 25 Jun 2025
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You Fabian Gröger Shuo Wen Huyen Le Maria Brbic 190 1 0 20 Jun 2025
The Importance of Being Lazy: Scaling Limits of Continual Learning Jacopo Graldi Alessandro Breccia Giulia Lanzillotta Thomas Hofmann Lorenzo Noci CLL 235 1 0 20 Jun 2025
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions Devin Kwok Gül Sena Altıntaş Colin Raffel David Rolnick 306 2 0 16 Jun 2025
Canonical Latent Representations in Conditional Diffusion Models Yitao Xu Tong Zhang Ehsan Pajouheshgar Sabine Süsstrunk DiffM 222 0 0 11 Jun 2025
Compressed Feature Quality Assessment: Dataset and Baselines Changsheng Gao Wei Zhou Guosheng Lin Weisi Lin 107 0 0 09 Jun 2025
Image Reconstruction as a Tool for Feature Analysis Eduard Allakhverdov Dmitrii Tarasov Elizaveta Goncharova Andrey Kuznetsov 139 1 0 09 Jun 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yonghong Tian Guangyao Chen Yuhua Li Ruixuan Li 168 3 0 09 Jun 2025
ReStNet: A Reusable & Stitchable Network for Dynamic Adaptation on IoT Devices Maoyu Wang Yao Lu Jiaqi Nie Zeyu Wang Yun Lin Qi Xuan Guan Gui 127 0 0 08 Jun 2025
Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example Yuhan Helena Liu Guangyu Robert Yang Christopher J. Cueva 191 0 0 07 Jun 2025
Transferring Linear Features Across Language Models With Model Stitching Alan Chen Jack Merullo Alessandro Stolfo Ellie Pavlick 172 1 0 07 Jun 2025
Aligning Multimodal Representations through an Information Bottleneck Antonio Almudévar José Miguel Hernández-Lobato Sameer Khurana R. Marxer Alfonso Ortega SSL 247 5 0 05 Jun 2025
When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective Beatrix M. G. Nielsen Emanuele Marconato Andrea Dittadi Luigi Gresele 191 2 0 04 Jun 2025
Pruning Everything, Everywhere, All at Once Gustavo Henrique do Nascimento Ian Pons A. H. R. Costa Artur Jordao 169 1 0 04 Jun 2025