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Identity Mappings in Deep Residual Networks

16 March 2016

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Papers citing "Identity Mappings in Deep Residual Networks"

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Title
A Variational Information Theoretic Approach to Out-of-Distribution Detection Sudeepta Mondal Zhuolin Jiang G. Sundaramoorthi 20 0 0 17 Jun 2025
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Circumventing Backdoor Space via Weight Symmetry Jie Peng Hongwei Yang Jing Zhao Hengji Dong Hui He Weizhe Zhang Haoyu He AAML 12 0 0 09 Jun 2025
A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge Tarique Dahri Zulfiqar Ali Memon Zhenyu Yu Mohd Yamani Idna Idris Sheheryar Khan Sadiq Ahmad Maged Shoman Saddam Aziz Rizwan Qureshi 20 0 0 08 Jun 2025
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D2R: dual regularization loss with collaborative adversarial generation for model robustness Zhenyu Liu H. Liang R. Ranjan Zhanxing Zhu V. Snás̃el Varun Ojha 12 0 0 08 Jun 2025
Identifying and Understanding Cross-Class Features in Adversarial Training Zeming Wei Yiwen Guo Yisen Wang AAML 97 0 0 05 Jun 2025
Pre-trained Vision-Language Models Assisted Noisy Partial Label Learning Qian-Wei Wang Yuqiu Xie Letian Zhang Zimo Liu Shu-Tao Xia VLM 22 0 0 03 Jun 2025
Variance-Based Defense Against Blended Backdoor Attacks Sujeevan Aseervatham Achraf Kerzazi Younès Bennani AAML 63 0 0 02 Jun 2025
Revisiting Reweighted Risk for Calibration: AURC, Focal Loss, and Inverse Focal Loss Han Zhou Sebastian G.Gruber Teodora Popordanoska Matthew B. Blaschko 63 0 0 29 May 2025
Frequency Composition for Compressed and Domain-Adaptive Neural Networks Yoojin Kwon Hongjun Suh Wooseok Lee Taesik Gong Songyi Han Hyung-Sin Kim 51 0 0 27 May 2025
CA3D: Convolutional-Attentional 3D Nets for Efficient Video Activity Recognition on the Edge Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 22 0 0 26 May 2025
Spiking Transformers Need High Frequency Information Yuetong Fang Deming Zhou Ziqing Wang Hongwei Ren Zecui Zeng Lusong Li Shibo Zhou Renjing Xu 57 0 0 24 May 2025
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Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks Giyeong Oh Woohyun Cho Siyeol Kim Suhwan Choi Younjae Yu 62 0 0 17 May 2025
Accelerating Machine Learning Systems via Category Theory: Applications to Spherical Attention for Gene Regulatory Networks Vincent Abbott Kotaro Kamiya Gerard Glowacki Yu Atsumi Gioele Zardini Yoshihiro Maruyama 60 0 0 14 May 2025
Deep Learning for On-Street Parking Violation Prediction Thien Nhan Vo 119 0 0 11 May 2025
Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis Chunyi Yue Ang Li 65 0 0 10 May 2025
CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity Yongsheng Huang Peibo Duan Zhipeng Liu Kai Sun Changsheng Zhang Bin Zhang Mingkun Xu GNN 93 0 0 09 May 2025
Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal Saif Ur Rehman Khan Muhammad Nabeel Asim Sebastian Vollmer Andreas Dengel 46 0 0 09 May 2025
Deep residual learning with product units Ziyuan Li U. Jaekel B. Dellen 95 0 0 07 May 2025
Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence Ziyuan Huang Kevin Huggins Srikar Bellur 3DV 78 0 0 07 May 2025
MoDE: Mixture of Diffusion Experts for Any Occluded Face Recognition Qiannan Fan Zhuoyang Li Jitong Li Chenyang Cao DiffM 82 0 0 07 May 2025
Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control Sajjad Rezvani Boroujeni Hossein Abedi Tom Bush 78 0 0 06 May 2025
Attention-aggregated Attack for Boosting the Transferability of Facial Adversarial Examples Jian-Wei Li Wen-Ze Shao AAML 68 0 0 06 May 2025
OODTE: A Differential Testing Engine for the ONNX Optimizer Nikolaos Louloudakis Ajitha Rajan 86 0 0 03 May 2025
Transformer-Empowered Actor-Critic Reinforcement Learning for Sequence-Aware Service Function Chain Partitioning Cyril Shih-Huan Hsu Anestis Dalgkitsis Chrysa Papagianni Paola Grosso 98 0 0 26 Apr 2025
TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation Robert Leppich Michael Stenger Daniel Grillmeyer Vanessa Borst Samuel Kounev AI4TS AI4CE 127 0 0 26 Apr 2025
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Kun He Zijian Song Shuoxi Zhang John E. Hopcroft CLL 140 0 0 25 Apr 2025
Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled yet Hard-to-Learn Samples in Noisy Data Weiran Pan Wei Wei Feida Zhu Yong Deng NoLa 589 0 0 24 Apr 2025
Coding for Computation: Efficient Compression of Neural Networks for Reconfigurable Hardware Hans Rosenberger Rodrigo Fischer Johanna S. Fröhlich Ali Bereyhi R. Muller 47 0 0 24 Apr 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation Meixi Zheng Kehan Wu Yanbo Fan Rui Huang Baoyuan Wu AAML 74 0 0 23 Apr 2025
A multi-scale vision transformer-based multimodal GeoAI model for mapping Arctic permafrost thaw Wenwen Li Chia-Yu Hsu Sizhe Wang Zhining Gu Yili Yang Brendan M. Rogers A. Liljedahl 102 0 0 23 Apr 2025
MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment Yachun Mi Yu Li Weicheng Meng Chong Chen Chen Hui Shaohui Liu 96 0 0 22 Apr 2025
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Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach Hangyu Liu Bo Peng Pengxiang Ding Donglin Wang AAML 107 0 0 19 Apr 2025
Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases Andrés Bell-Navas M. Villalba-Orero Enrique Lara Pezzi J. Garicano-Mena S. L. Clainche 215 0 0 10 Apr 2025
A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology Marco Acerbis Natasa Sladoje Joakim Lindblad 53 0 0 09 Apr 2025
PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks Huzaifa Arif K. Murugesan Payel Das Alex Gittens Pin-Yu Chen AAML 83 0 0 08 Apr 2025
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks Johannes Dollinger Damien Robert Elena Plekhanova Lukas Drees Jan Dirk Wegner AI4CE 108 0 0 07 Apr 2025
Tree-based Models for Vertical Federated Learning: A Survey Bingchen Qian Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 115 0 0 03 Apr 2025
Leveraging Generalizability of Image-to-Image Translation for Enhanced Adversarial Defense Haibo Zhang Zhihua Yao Kouichi Sakurai Takeshi Saitoh AAML 92 0 0 02 Apr 2025
Direction-Aware Hybrid Representation Learning for 3D Hand Pose and Shape Estimation Shiyong Liu Zhihao Li Xiao Tang Jianzhuang Liu 3DH 104 0 0 02 Apr 2025
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Prototype Guided Backdoor Defense Venkat Adithya Amula Sunayana Samavedam Saurabh Saini Avani Gupta Narayanan P J AAML 76 0 0 26 Mar 2025
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