Do Better ImageNet Models Transfer Better?

23 May 2018

Papers citing "Do Better ImageNet Models Transfer Better?"

50 / 639 papers shown

Title
A Vision-Language Foundation Model for Leaf Disease Identification Khang Nguyen Quoc Lan Le Thi Thu Luyl-Da Quach VLM 26 0 0 11 May 2025
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices Tasnim Shahriar 17 0 0 06 May 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed K. Enevoldsen Niklas Muennighoff VLM 35 0 0 14 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 42 0 0 10 Apr 2025
ESC: Erasing Space Concept for Knowledge Deletion Tae-Young Lee Sundong Park M. Jeon Hyoseok Hwang Gyeong-Moon Park KELM MU 37 0 0 03 Apr 2025
k-NN as a Simple and Effective Estimator of Transferability Moein Sorkhei Christos Matsoukas Johan Fredin Haslum Kevin Smith 52 0 0 24 Mar 2025
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach Zhi Zhang Daoyi Chen 42 0 0 23 Mar 2025
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation Justus Westerhoff Golzar Atefi Mario Koddenbrock Alexei Figueroa Alexander Loser Erik Rodner Felix Alexader Gers OffRL 56 0 0 18 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 81 0 0 15 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 81 1 0 11 Mar 2025
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation Pengchen Liang Haishan Huang Bin Pu Jianguo Chen Xiang Hua Jing Zhang Weibo Ma Z. Chen Yiwei Li Qing Chang 43 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
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data Zengqun Zhao Ziquan Liu Yu Cao Shaogang Gong Ioannis Patras 45 0 0 07 Mar 2025
AirRoom: Objects Matter in Room Reidentification Runmao Yao Yi Du Zhuoqun Chen Haoze Zheng Chen Wang 43 0 0 03 Mar 2025
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data Chungpa Lee Jongho Im Joseph H.T. Kim 33 0 0 03 Mar 2025
Split Adaptation for Pre-trained Vision Transformers Lixu Wang Bingqi Shang Y. Li Payal Mohapatra Wei Dong Xiao-Xu Wang Qi Zhu ViT 43 0 0 01 Mar 2025
Wasserstein distributional adversarial training for deep neural networks Xingjian Bai Guangyi He Yifan Jiang Jan Obloj OOD 51 0 0 13 Feb 2025
MoireDB: Formula-generated Interference-fringe Image Dataset Yuto Matsuo Ryo Hayamizu Hirokatsu Kataoka Akio Nakamura 37 0 0 03 Feb 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing Tao Bai Xingjian Tian Yonghao Xu B. Wen AAML 36 0 0 20 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 40 0 0 15 Jan 2025
Selective Visual Prompting in Vision Mamba Yifeng Yao Zichen Liu Zhenyu Cui Yuxin Peng Jiahuan Zhou VLM Mamba 87 1 0 12 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Wenwen Qiang Junge Zhang Changwen Zheng Fuchun Sun Hui Xiong SSL 64 0 0 30 Nov 2024
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting Adrian B. Chłopowiec Adam R. Chłopowiec Krzysztof Galus Wojciech Cebula Martin Tabakov MedIm 33 0 0 05 Nov 2024
Closed-form merging of parameter-efficient modules for Federated Continual Learning Riccardo Salami Pietro Buzzega Matteo Mosconi Jacopo Bonato Luigi Sabetta Simone Calderara FedML MoMe CLL 31 2 0 23 Oct 2024
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios Jeaung Lee Jeewoo Lim Keunho Byeon Jin Tae Kwak 35 3 0 21 Oct 2024
Overcoming Domain Limitations in Open-vocabulary Segmentation Dongjun Hwang Seong Joon Oh Junsuk Choe SSeg OOD 52 0 0 15 Oct 2024
VIBES -- Vision Backbone Efficient Selection Joris Guerin Shray Bansal Amirreza Shaban Paulo Mann Harshvardhan Gazula VLM 28 0 0 11 Oct 2024
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Jingyun Yang J. Wang Guoqing Zhang Yang Li 18 1 0 09 Oct 2024
Leveraging free energy in pretraining model selection for improved fine-tuning Michael Munn Susan Wei 32 0 0 08 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 30 1 0 07 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 19 0 0 06 Oct 2024
Learning from Offline Foundation Features with Tensor Augmentations Emir Konuk Christos Matsoukas Moein Sorkhei Phitchapha Lertsiravaramet Kevin Smith OffRL 18 1 0 03 Oct 2024
Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition Iván Reyes-Amezcua Michael Rojas-Ruiz Gilberto Ochoa-Ruiz Andres Mendez-Vazquez C. Daul 21 0 0 30 Sep 2024
Learning to Obstruct Few-Shot Image Classification over Restricted Classes Amber Yijia Zheng Chiao-An Yang Raymond A. Yeh 27 1 0 28 Sep 2024
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Haolin Jin Weitong Chen Luping Zhou CLL 37 1 0 13 Sep 2024
Reimagining Linear Probing: Kolmogorov-Arnold Networks in Transfer Learning Sheng Shen Rabih Younes 13 1 0 12 Sep 2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations Ahmed Hammam B. K. Sreedhar Nura Kawa Tim Patzelt Oliver De Candido 28 0 0 30 Aug 2024
Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities Jutika Borah K. Sarmah H. Singh 16 2 0 30 Aug 2024
SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning Qi Qian Yuanhong Xu Juhua Hu AAML 29 0 0 23 Aug 2024
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models Shashank Kotyan Pin-Yu Chen Danilo Vasconcellos Vargas OOD 31 0 0 17 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 31 0 0 04 Aug 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 26 19 0 31 Jul 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 32 0 0 31 Jul 2024
Relational Representation Distillation Nikolaos Giakoumoglou Tania Stathaki 22 0 0 16 Jul 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks Zhenyu Wang S. Nirjon 19 0 0 13 Jul 2024
How Aligned are Different Alignment Metrics? Jannis Ahlert Thomas Klein Felix Wichmann Robert Geirhos 27 4 0 10 Jul 2024
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach Taolin Zhang Jiawang Bai Zhihe Lu Dongze Lian Genping Wang Xinchao Wang Shu-Tao Xia 25 4 0 09 Jul 2024
Understanding the Role of Invariance in Transfer Learning Till Speicher Vedant Nanda Krishna P. Gummadi SSL OOD 40 1 0 05 Jul 2024
Learning Scalable Model Soup on a Single GPU: An Efficient Subspace Training Strategy Tao Li Weisen Jiang Fanghui Liu X. Huang James T. Kwok MoMe 53 1 0 04 Jul 2024