Similarity of Neural Network Representations Revisited

1 May 2019

Papers citing "Similarity of Neural Network Representations Revisited"

50 / 835 papers shown

Title
Transformer Layers as Painters Qi Sun Marc Pickett Aakash Kumar Nain Llion Jones AI4CE 31 13 0 12 Jul 2024
Reprogramming Distillation for Medical Foundation Models Yuhang Zhou Siyuan Du Haolin Li Jiangchao Yao Ya Zhang Yanfeng Wang 49 2 0 09 Jul 2024
Understanding Visual Feature Reliance through the Lens of Complexity Thomas Fel Louis Bethune Andrew Kyle Lampinen Thomas Serre Katherine Hermann FAtt CoGe 38 6 0 08 Jul 2024
An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks Federico Lozano-Cuadra Mathias D. Thorsager Israel Leyva Mayorga B. Soret 22 1 0 08 Jul 2024
HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion Junhao Su Chenghao He Feiyu Zhu Xiaojie Xu Dongzhi Guan Chenyang Si 56 2 0 08 Jul 2024
Momentum Auxiliary Network for Supervised Local Learning Junhao Su Changpeng Cai Feiyu Zhu Chenghao He Xiaojie Xu Dongzhi Guan Chenyang Si 35 4 0 08 Jul 2024
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data Eun Som Jeon Hongjun Choi A. Shukla Yuan Wang Hyunglae Lee M. Buman P. Turaga 32 3 0 07 Jul 2024
HyperSpace: Hypernetworks for spacing-adaptive image segmentation Samuel Joutard Maximilian Pietsch Raphael Prevost 47 3 0 04 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 61 8 0 03 Jul 2024
Why do LLaVA Vision-Language Models Reply to Images in English? Musashi Hinck Carolin Holtermann M. L. Olson Florian Schneider Sungduk Yu Anahita Bhiwandiwalla Anne Lauscher Shaoyen Tseng Vasudev Lal VLM 40 5 0 02 Jul 2024
How Does Overparameterization Affect Features? Ahmet Cagri Duzgun Samy Jelassi Yuanzhi Li 31 0 0 01 Jul 2024
Reliable edge machine learning hardware for scientific applications Tommaso Baldi Javier Campos B. Hawks J. Ngadiuba Nhan Tran ... Michael W. Mahoney Vladimir Loncar Philip C. Harris Joshua C. Agar Shuyu Qin 43 0 0 27 Jun 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Malvina Nikandrou Georgios Pantazopoulos Ioannis Konstas Alessandro Suglia 32 0 0 27 Jun 2024
Federated Graph Semantic and Structural Learning Wenke Huang Guancheng Wan Mang Ye Bo Du FedML 36 43 0 27 Jun 2024
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning Arijit Sehanobish Avinava Dubey Krzysztof Choromanski Somnath Basu Roy Chowdhury Deepali Jain Vikas Sindhwani Snigdha Chaturvedi ALM 43 1 0 25 Jun 2024
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network Yuming Zhang Shouxin Zhang Peizhe Wang Feiyu Zhu Dongzhi Guan Junhao Su Jiabin Liu Changpeng Cai 33 2 0 24 Jun 2024
MD tree: a model-diagnostic tree grown on loss landscape Yefan Zhou Jianlong Chen Qinxue Cao Konstantin Schürholt Yaoqing Yang 35 2 0 24 Jun 2024
Speech Representation Analysis based on Inter- and Intra-Model Similarities Yassine El Kheir Ahmed M. Ali Shammur A. Chowdhury SSL 43 2 0 23 Jun 2024
SimSMoE: Solving Representational Collapse via Similarity Measure Giang Do Hung Le T. Tran MoE 47 1 0 22 Jun 2024
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 44 4 0 22 Jun 2024
Brain-Like Language Processing via a Shallow Untrained Multihead Attention Network Badr AlKhamissi Greta Tuckute Antoine Bosselut Martin Schrimpf 76 6 0 21 Jun 2024
Latent Space Translation via Inverse Relative Projection Valentino Maiorca Luca Moschella Marco Fumero Francesco Locatello Emanuele Rodolà 42 1 0 21 Jun 2024
Latent Functional Maps Marco Fumero Marco Pegoraro Valentino Maiorca Francesco Locatello Emanuele Rodolà 32 1 0 20 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 34 4 0 17 Jun 2024
Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality Liwei Che Jiaqi Wang Xinyue Liu Fenglong Ma 28 2 0 16 Jun 2024
Towards Scalable and Versatile Weight Space Learning Konstantin Schurholt Michael W. Mahoney Damian Borth 50 16 0 14 Jun 2024
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning Hui Liu Wenya Wang Hao Sun Chris Xing Tian Chenqi Kong Xin Dong Haoliang Li 54 5 0 14 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 48 14 0 13 Jun 2024
AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer Yitao Xu Tong Zhang Sabine Süsstrunk ViT 47 0 0 12 Jun 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models Yao Lu Yutao Zhu Yuqi Li Dongwei Xu Yun Lin Qi Xuan Xiaoniu Yang 39 5 0 12 Jun 2024
Cooperative Meta-Learning with Gradient Augmentation Jongyun Shin Seunjin Han Jangho Kim VLM 42 0 0 07 Jun 2024
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection Qutub Syed Michael Paulitsch Korbinian Hagn Neslihan Kose Cihangir Kay-Ulrich Scholl Fabian Oboril Gereon Hinz Alois C. Knoll OODD 53 1 0 05 Jun 2024
Towards Federated Domain Unlearning: Verification Methodologies and Challenges Kahou Tam Kewei Xu Li Li Huazhu Fu MU 43 1 0 05 Jun 2024
Using Self-supervised Learning Can Improve Model Fairness Sofia Yfantidou Dimitris Spathis Marios Constantinides Athena Vakali Daniele Quercia F. Kawsar 67 4 0 04 Jun 2024
On Affine Homotopy between Language Encoders Robin SM Chan Reda Boumasmoud Anej Svete Yuxin Ren Qipeng Guo ... Shauli Ravfogel Mrinmaya Sachan Bernhard Schölkopf Mennatallah El-Assady Ryan Cotterell 46 3 0 04 Jun 2024
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks Stefano Sarao Mannelli Yaraslau Ivashinka Andrew M. Saxe Luca Saglietti 45 2 0 03 Jun 2024
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion Yilong Chen Linhao Zhang Junyuan Shang Zhenyu Zhang Tingwen Liu Shuohuan Wang Yu Sun 46 1 0 03 Jun 2024
Towards Practical Single-shot Motion Synthesis Konstantinos Roditakis Spyridon Thermos N. Zioulis VGen 43 0 0 03 Jun 2024
IENE: Identifying and Extrapolating the Node Environment for Out-of-Distribution Generalization on Graphs Haoran Yang Xiaobing Pei Kai Yuan 35 0 0 02 Jun 2024
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation Yunheng Li Zhongyu Li Quansheng Zeng Qibin Hou Ming-Ming Cheng VLM 48 8 0 02 Jun 2024
Aligning in a Compact Space: Contrastive Knowledge Distillation between Heterogeneous Architectures Hongjun Wu Li Xiao Xingkuo Zhang Yining Miao 46 1 0 28 May 2024
$C^2M^3$ : Cycle-Consistent Multi-Model Merging Donato Crisostomi Marco Fumero Daniele Baieri F. Bernard Emanuele Rodolà MoMe 29 7 0 28 May 2024
FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation Yuting Ma Lechao Cheng Yaxiong Wang Zhun Zhong Xiaohua Xu Meng Wang FedML 40 4 0 27 May 2024
Effective Layer Pruning Through Similarity Metric Perspective Ian Pons Bruno Yamamoto Anna Helena Reali Costa Artur Jordao 46 2 0 27 May 2024
Compositional Few-Shot Class-Incremental Learning Yixiong Zou Shanghang Zhang Haichen Zhou Yuhua Li Ruixuan Li CLL 29 6 0 27 May 2024
Hamiltonian Mechanics of Feature Learning: Bottleneck Structure in Leaky ResNets Arthur Jacot Alexandre Kaiser 36 0 0 27 May 2024
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack Mingli Zhu Siyuan Liang Baoyuan Wu AAML 47 14 0 25 May 2024
Emergence of a High-Dimensional Abstraction Phase in Language Transformers Emily Cheng Diego Doimo Corentin Kervadec Iuri Macocco Jade Yu A. Laio Marco Baroni 112 11 0 24 May 2024
Efficient Multitask Dense Predictor via Binarization Yuzhang Shang Dan Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ AAML 35 1 0 23 May 2024
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models Sheng-Jun Huang Yi Li Yiming Sun Ying-Peng Tang 29 2 0 23 May 2024