ResNet strikes back: An improved training procedure in timm

1 October 2021

Papers citing "ResNet strikes back: An improved training procedure in timm"

50 / 306 papers shown

Title
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models Fanfei Li Thomas Klein Wieland Brendel Robert Geirhos Roland S. Zimmermann OODD 26 0 0 20 Jun 2025
Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images Md Abrar Jahin Shahriar Soudeep Arian Rahman Aditta M. F. Mridha Nafiz Fahad Md. Jakir Hossen ViT 15 0 0 17 Jun 2025
Inherently Faithful Attention Maps for Vision Transformers Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos OOD OCL 32 0 0 10 Jun 2025
An Adaptive Method Stabilizing Activations for Enhanced Generalization Hyunseok Seung Jaewoo Lee Hyunsuk Ko ODL 28 0 0 10 Jun 2025
FeatInv: Spatially resolved mapping from feature space to input space using conditional diffusion models Nils Neukirch Johanna Vielhaben Nils Strodthoff DiffM 44 0 0 27 May 2025
$SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity$ SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity Shihao Zou Qingfeng Li Wei Ji Jingjing Li Yongkui Yang Guoqi Li Chao Dong 184 0 0 15 May 2025
Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning H. M. D. Kabir S. Mondal Mohammad Ali Moni 37 0 0 10 May 2025
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization Timur Carstensen Neeratyoy Mallik Frank Hutter Martin Rapp AI4CE 84 1 0 14 Apr 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 93 0 0 14 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 206 0 0 10 Apr 2025
Benchmarking Image Embeddings for E-Commerce: Evaluating Off-the Shelf Foundation Models, Fine-Tuning Strategies and Practical Trade-offs Urszula Czerwinska Cenk Bircanoglu Jeremy Chamoux 66 0 0 10 Apr 2025
Teaching pathology foundation models to accurately predict gene expression with parameter efficient knowledge transfer Shi Pan Jianan Chen Maria Secrier 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
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 124 0 0 31 Mar 2025
Optimizing Breast Cancer Detection in Mammograms: A Comprehensive Study of Transfer Learning, Resolution Reduction, and Multi-View Classification D. Petrini Hae Yong Kim 80 0 0 25 Mar 2025
PNN: A Novel Progressive Neural Network for Fault Classification in Rotating Machinery under Small Dataset Constraint Praveen Chopra Himanshu Kumar Sandeep Yadav AI4CE 96 0 0 24 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 112 0 0 21 Mar 2025
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation Yaxiong Chen Yujie Wang Zixuan Zheng Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou 148 1 0 18 Mar 2025
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 71 0 0 26 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 149 7 0 06 Feb 2025
A margin-based replacement for cross-entropy loss Michael W. Spratling Heiko H. Schütt 158 0 0 21 Jan 2025
Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart Chengting Yu Shu Yang Fengzhao Zhang Hanzhi Ma Aili Wang Er-ping Li MQ 113 4 0 20 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 135 2 0 17 Dec 2024
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads Rafael S. Toledo Cristiano S. Oliveira Vitor H. T. Oliveira Eric A. Antonelo Aldo von Wangenheim 105 0 0 25 Nov 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 59 0 0 22 Oct 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri Margret Keuper J. Keuper 94 2 0 18 Oct 2024
big.LITTLE Vision Transformer for Efficient Visual Recognition He Guo Yulong Wang Zixuan Ye Jifeng Dai Yuwen Xiong ViT 92 0 0 14 Oct 2024
Towards virtual painting recolouring using Vision Transformer on X-Ray Fluorescence datacubes A. Bombini Fernando García-Avello Bofías Francesca Giambi Chiara Ruberto 63 0 0 11 Oct 2024
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning Wassim Bouaziz El-Mahdi El-Mhamdi Nicolas Usunier TDI AAML 79 4 0 09 Oct 2024
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning Siyuan Li Juanxi Tian Zedong Wang Luyuan Zhang Zicheng Liu Weiyang Jin Yang Liu Baigui Sun Stan Z. Li 95 0 0 08 Oct 2024
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification Benjamin Feuer Jiawei Xu Niv Cohen Patrick Yubeaton Govind Mittal Chinmay Hegde 60 3 0 07 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 87 1 0 04 Oct 2024
AirLetters: An Open Video Dataset of Characters Drawn in the Air Rishit Dagli Guillaume Berger Joanna Materzynska Ingo Bax Roland Memisevic VGen 67 1 0 03 Oct 2024
Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration Vasilis Siomos Sergio Naval Marimont Jonathan Passerat-Palmbach G. Tarroni 60 0 0 02 Oct 2024
WiGNet: Windowed Vision Graph Neural Network Gabriele Spadaro Marco Grangetto Attilio Fiandrotti Enzo Tartaglione Jhony H. Giraldo 54 1 0 01 Oct 2024
CBAM-SwinT-BL: Small Rail Surface Defect Detection Method Based on Swin Transformer with Block Level CBAM Enhancement Jiayi Zhao Alison Wun-lam Yeung Ali Muhammad Songjiang Lai Vincent To-Yee NG 48 3 0 30 Sep 2024
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration Mahdi Morafah Vyacheslav Kungurtsev Hojin Chang Chong Chen Bill Lin FedML 62 1 0 27 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 132 1 0 16 Sep 2024
FreeAugment: Data Augmentation Search Across All Degrees of Freedom Tom Bekor Niv Nayman Lihi Zelnik-Manor ViT 91 0 0 07 Sep 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 132 10 0 28 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 81 3 0 24 Jul 2024
Lite-SAM Is Actually What You Need for Segment Everything Jianhai Fu Yuanjie Yu Ningchuan Li Yi Zhang Qichao Chen Jianping Xiong Jun Yin Zhiyu Xiang VLM 94 4 0 12 Jul 2024
Trainable Highly-expressive Activation Functions Irit Chelly Shahaf E. Finder Shira Ifergane Oren Freifeld 96 6 0 10 Jul 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 156 74 0 10 Jul 2024
Understanding Visual Feature Reliance through the Lens of Complexity Thomas Fel Louis Bethune Andrew Kyle Lampinen Thomas Serre Katherine Hermann FAtt CoGe 92 9 0 08 Jul 2024
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging Jinuk Kim Marwa El Halabi Mingi Ji Hyun Oh Song 87 4 0 18 Jun 2024
Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images Adrian Galdran M. A. G. Ballester 123 0 0 06 Jun 2024
PETRA: Parallel End-to-end Training with Reversible Architectures Stéphane Rivaud Louis Fournier Thomas Pumir Eugene Belilovsky Michael Eickenberg Edouard Oyallon 96 0 0 04 Jun 2024
Robust Classification by Coupling Data Mollification with Label Smoothing Markus Heinonen Ba-Hien Tran Michael Kampffmeyer Maurizio Filippone 171 1 0 03 Jun 2024
AdaFisher: Adaptive Second Order Optimization via Fisher Information Damien Martins Gomes Yanlei Zhang Eugene Belilovsky Guy Wolf Mahdi S. Hosseini ODL 216 3 0 26 May 2024