Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

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Title
Prediction-driven resource provisioning for serverless container runtimes Dimitrios Tomaras Michail Tsenos V. Kalogeraki AI4TS 43 2 0 09 Oct 2024
Quantifying Feature Space Universality Across Large Language Models via Sparse Autoencoders Michael Lan Philip Torr Austin Meek Ashkan Khakzar David M. Krueger Fazl Barez 43 11 0 09 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 76 66 0 09 Oct 2024
TIMBER: On supporting data pipelines in Mobile Cloud Environments Dimitrios Tomaras Michail Tsenos V. Kalogeraki Dimitrios Gunopulos 32 0 0 08 Oct 2024
Enforcing Interpretability in Time Series Transformers: A Concept Bottleneck Framework Angela van Sprang Erman Acar Willem Zuidema AI4TS 51 1 0 08 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 49 3 0 08 Oct 2024
Detecting and Approximating Redundant Computational Blocks in Neural Networks Irene Cannistraci Emanuele Rodolà Bastian Rieck 36 0 0 07 Oct 2024
Next state prediction gives rise to entangled, yet compositional representations of objects Tankred Saanum Luca M. Schulze Buschoff Peter Dayan Eric Schulz OCL CoGe OOD 32 1 0 07 Oct 2024
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models Aye Phyu Phyu Aung Xinrun Wang Ruiyu Wang Hau Chan Bo An Xiaoli Li J. Senthilnath AAML 23 0 0 07 Oct 2024
The Optimization Landscape of SGD Across the Feature Learning Strength Alexander B. Atanasov Alexandru Meterez James B. Simon Cengiz Pehlevan 50 2 0 06 Oct 2024
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks Ann Huang Satpreet H. Singh Kanaka Rajan 24 0 0 04 Oct 2024
Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk Christos Matsoukas Moein Sorkhei Phitchapha Lertsiravaramet Kevin Smith OffRL 26 1 0 03 Oct 2024
Intelligence at the Edge of Chaos Sifan Wang Aakash Patel S. Rizvi Nianchen Liu Shiyang Zhang Amin Karbasi E. Zappala David van Dijk 34 3 0 03 Oct 2024
Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders Andreea Iana Goran Glavaš Heiko Paulheim 42 0 0 02 Oct 2024
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models Can Demircan Tankred Saanum Akshay K. Jagadish Marcel Binz Eric Schulz 35 1 0 02 Oct 2024
Replacement Learning: Training Vision Tasks with Fewer Learnable Parameters Yuming Zhang Peizhe Wang Shouxin Zhang Dongzhi Guan Jiabin Liu Junhao Su 38 0 0 02 Oct 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning Chia-Hsiang Kao Bharath Hariharan 48 1 0 30 Sep 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
On the universality of neural encodings in CNNs Florentin Guth Brice Ménard SSL 56 5 0 28 Sep 2024
A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field Nathan Cloos Guangyu Robert Yang Christopher J. Cueva 21 2 0 26 Sep 2024
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning Grzegorz Rype'sć Sebastian Cygert Tomasz Trzciñski Bartłomiej Twardowski 43 4 0 26 Sep 2024
Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection Yi Gu Yi Lin Kwang-Ting Cheng Hao Chen UQCV 45 2 0 26 Sep 2024
How Feature Learning Can Improve Neural Scaling Laws Blake Bordelon Alexander B. Atanasov Cengiz Pehlevan 57 12 0 26 Sep 2024
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents Emanuela Boros Maud Ehrmann 33 0 0 25 Sep 2024
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 38 3 0 22 Sep 2024
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models Orchid Chetia Phukan Sarthak Jain Swarup Ranjan Behera Arun Balaji Buduru Rajesh Sharma S. R Mahadeva Prasanna 40 0 0 21 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition Edwin Arkel Rios Femiloye Oyerinde Min-Chun Hu Bo-Cheng Lai 32 0 0 17 Sep 2024
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos G. Marchetti Danica Kragic Martina Scolamiero 50 0 0 17 Sep 2024
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks Meng Lou Yunxiang Fu Yizhou Yu Mamba 63 5 0 15 Sep 2024
Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks Shichen Zhan Yebo Wu Chunlin Tian Yan Zhao Li Li FedML 38 2 0 11 Sep 2024
Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models Emily Cheng Richard Antonello 77 4 0 09 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization Qianyi Zhao Chen Qu Cen Chen Mingyuan Fan Yanhao Wang 44 1 0 28 Aug 2024
MPruner: Optimizing Neural Network Size with CKA-Based Mutual Information Pruning Seungbeom Hu ChanJun Park Andrew Ferraiuolo Sang-Ki Ko Jinwoo Kim Haein Song Jieung Kim 16 1 0 24 Aug 2024
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience Zhonghao He Jascha Achterberg Katie Collins Kevin K. Nejad Danyal Akarca ... Chole Li Kai J. Sandbrink Stephen Casper Anna Ivanova Grace W. Lindsay AI4CE 28 1 0 22 Aug 2024
LAKD-Activation Mapping Distillation Based on Local Learning Yaoze Zhang Yuming Zhang Yu Zhao Yue Zhang Feiyu Zhu 37 0 0 21 Aug 2024
Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing Wu Yebo Li Li Tian Chunlin Chang Tao Lin Chi Wang Cong Xu Cheng-Zhong FedML 34 4 0 17 Aug 2024
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models Geonhee Kim Marco Valentino André Freitas LRM AI4CE 30 7 0 16 Aug 2024
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training Gengwei Zhang Liyuan Wang Guoliang Kang Ling Chen Yunchao Wei VLM CLL 47 2 0 15 Aug 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection Yi Zhu Surya Koppisetti Trang Tran Gaurav Bharaj 52 9 0 26 Jul 2024
NeuSemSlice: Towards Effective DNN Model Maintenance via Neuron-level Semantic Slicing Shide Zhou Tianlin Li Yihao Huang Ling Shi Kailong Wang Yang Liu Haoyu Wang 18 0 0 26 Jul 2024
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations Guogang Zhu Xuefeng Liu Jianwei Niu Shaojie Tang Xinghao Wu Jiayuan Zhang AI4CE 64 1 0 25 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 55 28 0 22 Jul 2024
Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition Yurong Zhang Honghao Chen Xinyu Zhang Xiangxiang Chu Li Song 47 1 0 19 Jul 2024
Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management Yoon-Jeong Hwang Stefan Zohren Yongjae Lee AIFin 38 1 0 18 Jul 2024
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath Usha Bhalla Alexander X. Oesterling Suraj Srinivas Himabindu Lakkaraju DiffM 30 0 0 18 Jul 2024
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective T. Kortus Ralf Keidel N.R. Gauger 56 0 0 18 Jul 2024
CerberusDet: Unified Multi-Task Object Detection Irina Tolstykh Mikhail Chernyshov Maksim Kuprashevich VLM ObjD 56 0 0 17 Jul 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks Zhenyu Wang S. Nirjon 32 0 0 13 Jul 2024
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts Zeliang Zhang Xiaodong Liu Hao Cheng Chenliang Xu Jianfeng Gao MoE 40 9 0 12 Jul 2024