Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

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Title
Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies Xiaoliang Luo Xinyi Xu Michael Ramscar Bradley C. Love 25 0 0 13 May 2025
A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny Karahan Sarıtaş Çağatay Yıldız 31 0 0 12 May 2025
Register and CLS tokens yield a decoupling of local and global features in large ViTs Alexander Lappe M. Giese 24 0 0 09 May 2025
RAP-SM: Robust Adversarial Prompt via Shadow Models for Copyright Verification of Large Language Models Zhenhua Xu Zhebo Wang Maike Li Wenpeng Xing Chunqiang Hu Chen Zhi Meng Han AAML 31 0 0 08 May 2025
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization Yuntai Bao Xuhong Zhang Tianyu Du Xinkui Zhao Jiang Zong Hao Peng Jianwei Yin TDI 48 0 0 08 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 61 0 0 06 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 113 0 0 02 May 2025
Towards the Resistance of Neural Network Watermarking to Fine-tuning Ling Tang YueFeng Chen Hui Xue Quanshi Zhang 30 0 0 02 May 2025
Neural network task specialization via domain constraining Roman Malashin Daniil Ilyukhin 49 0 0 28 Apr 2025
A Model Zoo on Phase Transitions in Neural Networks Konstantin Schurholt Léo Meynent Yefan Zhou Haiquan Lu Yaoqing Yang Damian Borth 68 0 0 25 Apr 2025
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images Jonathan Brokman Amit Giloni Omer Hofman Roman Vainshtein Hisashi Kojima Guy Gilboa 28 2 0 21 Apr 2025
Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities Katarzyna Filus Michał Romaszewski Mateusz Żarski 31 0 0 14 Apr 2025
A Model Zoo of Vision Transformers Damian Falk Léo Meynent Florence Pfammatter Konstantin Schurholt Damian Borth 34 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 33 0 0 14 Apr 2025
Cat, Rat, Meow: On the Alignment of Language Model and Human Term-Similarity Judgments Lorenz Linhardt Tom Neuhäuser Lenka Tětková Oliver Eberle ALM AI4TS 42 0 0 10 Apr 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation Y. Huang Kai Hu Y. Zhang Z. Chen Xieping Gao 44 0 0 10 Apr 2025
Towards Combinatorial Interpretability of Neural Computation Micah Adler Dan Alistarh Nir Shavit FAtt 110 1 0 10 Apr 2025
Operator Learning: A Statistical Perspective Unique Subedi Ambuj Tewari 31 0 0 04 Apr 2025
Layers at Similar Depths Generate Similar Activations Across LLM Architectures Christopher Wolfram Aaron Schein 29 0 0 03 Apr 2025
Spingarn's Method and Progressive Decoupling Beyond Elicitable Monotonicity B. Evens P. Latafat Panagiotis Patrinos 48 0 0 01 Apr 2025
Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation Y. Li Bo Liu Sheng Huang Z. Zhang Xiaotong Yuan Richang Hong 46 0 0 31 Mar 2025
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera Sensors Ilir Tahiraj Jeremialie Swadiryus F. Fent Markus Lienkamp 34 0 0 31 Mar 2025
Exploring the Energy Landscape of RBMs: Reciprocal Space Insights into Bosons, Hierarchical Learning and Symmetry Breaking J. Q. Toledo-Marín Anindita Maiti Geoffrey C. Fox R. Melko DRL 51 0 0 27 Mar 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Xiaohe Li Haohua Wu Jiahao Li Zide Fan Kaixin Zhang Xinming Li Yunping Ge Xinyu Zhao 32 1 0 25 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 68 1 0 23 Mar 2025
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry Chi-Ning Chou Hang Le Yichen Wang SueYeon Chung 51 0 0 23 Mar 2025
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework X. U. Wang Siyuan Liang Dongping Liao Han Fang Aishan Liu Xiaochun Cao Yu-liang Lu E. Chang X. Gao AAML 50 1 0 21 Mar 2025
Representational Similarity via Interpretable Visual Concepts Neehar Kondapaneni Oisin Mac Aodha Pietro Perona DRL 163 0 0 19 Mar 2025
Unified Enhancement of the Generalization and Robustness of Language Models via Bi-Stage Optimization Y. Sun Juan Yin Juan Zhao Fan Zhang Yongheng Liu Hongji Chen 37 0 0 19 Mar 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 48 1 0 17 Mar 2025
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks Eduard Tulchinskii Daria Voronkova I. Trofimov E. Burnaev Serguei Barannikov 136 0 0 14 Mar 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
Subnet-Aware Dynamic Supernet Training for Neural Architecture Search Jeimin Jeon Youngmin Oh J. Lee Donghyeon Baek Dohyung Kim Chanho Eom Bumsub Ham 46 0 0 13 Mar 2025
A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound Shiwon Kim Dongjun Hwang Sungwon Woo Rita Singh CLL 52 0 0 13 Mar 2025
On the Internal Representations of Graph Metanetworks Taesun Yeom Jaeho Lee GNN 56 0 0 12 Mar 2025
Pre-trained Models Succeed in Medical Imaging with Representation Similarity Degradation Wenqiang Zu Shenghao Xie Hao Chen Lei Ma MedIm 47 0 0 11 Mar 2025
Keeping Representation Similarity in Finetuning for Medical Image Analysis Wenqiang Zu Shenghao Xie Hao Chen Yiming Liang Lei Ma MedIm OOD 48 0 0 10 Mar 2025
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru Dunant Cusipuma David Ortega Victor Flores-Benites Arturo Deza OOD 103 0 0 10 Mar 2025
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols Yongwoo Kim Sungmin Cha Donghyun Kim MU ELM 39 1 0 10 Mar 2025
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces Souhail Hadgi Luca Moschella Andrea Santilli Diego Gomez Qixing Huang Emanuele Rodolà Simone Melzi M. Ovsjanikov 40 0 0 07 Mar 2025
NoT: Federated Unlearning via Weight Negation Yasser H. Khalil Leo Maxime Brunswic Soufiane Lamghari Xu Li Mahdi Beitollahi Xi Chen MU 48 2 0 07 Mar 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network Badr AlKhamissi Greta Tuckute Yingtian Tang Taha Binhuraib Antoine Bosselut Martin Schrimpf ALM 148 1 0 03 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 42 1 0 03 Mar 2025
Interpreting CLIP with Hierarchical Sparse Autoencoders Vladimir Zaigrajew Hubert Baniecki P. Biecek 49 0 0 27 Feb 2025
Spectral Analysis of Representational Similarity with Limited Neurons Hyunmo Kang Abdulkadir Canatar SueYeon Chung 66 1 0 27 Feb 2025
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts Chaitanya Kapoor Sudhanshu Srivastava Meenakshi Khosla 75 0 0 26 Feb 2025
Nexus-O: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision Che Liu Yingji Zhang D. Zhang Weijie Zhang Chenggong Gong ... André Freitas Qifan Wang Z. Xu Rongjuncheng Zhang Yong Dai AuLLM 76 0 0 26 Feb 2025
Brain-Model Evaluations Need the NeuroAI Turing Test Jenelle Feather Meenakshi Khosla N. Apurva Ratan Murty Aran Nayebi 84 3 0 22 Feb 2025
Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita Chanakya Ekbote Liu Ziyin Paul Pu Liang 52 1 0 22 Feb 2025
Dynamic Low-Rank Sparse Adaptation for Large Language Models Weizhong Huang Yuxin Zhang Xiawu Zheng Y. Liu Jing Lin Yiwu Yao Rongrong Ji 90 1 0 21 Feb 2025