Do Better ImageNet Models Transfer Better?

23 May 2018

Papers citing "Do Better ImageNet Models Transfer Better?"

50 / 639 papers shown

Title
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 52 3 0 03 Jul 2024
Improving Hyperparameter Optimization with Checkpointed Model Weights Nikhil Mehta Jonathan Lorraine Steve Masson Ramanathan Arunachalam Zaid Pervaiz Bhat James Lucas Arun George Zachariah 41 4 0 26 Jun 2024
Online-Adaptive Anomaly Detection for Defect Identification in Aircraft Assembly Siddhant Shete Dennis Mronga Ankita Jadhav Frank Kirchner 13 0 0 18 Jun 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Tian Liu Huixin Zhang Shubham Parashar Shu Kong 24 4 0 17 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 35 1 0 16 Jun 2024
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision Pranav Jeevan Amit Sethi VLM 28 4 0 09 Jun 2024
Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi 30 3 0 31 May 2024
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning Jacob Mitchell Springer Vaishnavh Nagarajan Aditi Raghunathan 37 5 0 30 May 2024
Back to the Basics on Predicting Transfer Performance Levy G. Chaves Eduardo Valle Alceu Bissoto Sandra Avila MedIm 37 0 0 30 May 2024
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections Massimo Bini Karsten Roth Zeynep Akata Anna Khoreva 27 4 0 30 May 2024
Deep Network Pruning: A Comparative Study on CNNs in Face Recognition F. Alonso-Fernandez Kevin Hernandez Diaz Jose Maria Buades Rubio Prayag Tiwari J. Bigün CVBM 3DPC 24 1 0 28 May 2024
Salutary Labeling with Zero Human Annotation Wenxiao Xiao Hongfu Liu 16 0 0 27 May 2024
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective Akiyoshi Tomihari Issei Sato 30 3 0 27 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 31 2 0 23 May 2024
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference Ting Liu Xuyang Liu Liangtao Shi Zunnan Xu Siteng Huang Yi Xin Quanjun Yin 41 5 0 23 May 2024
A review on discriminative self-supervised learning methods Nikolaos Giakoumoglou Tania Stathaki SSL 49 1 0 08 May 2024
Few-Shot Fruit Segmentation via Transfer Learning Jordan A. James Heather K. Manching Amanda M. Hulse-Kemp William J. Beksi 21 1 0 04 May 2024
KITE: A Kernel-based Improved Transferability Estimation Method Yunhui Guo 43 0 0 01 May 2024
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology Tiago B. Gonccalves Dagoberto Pulido-Arias Julian Willett K. Hoebel Mason C. Cleveland ... Elizabeth R Gerstner Jayashree Kalpathy-Cramer Jaime S. Cardoso Christopher P. Bridge Albert E. Kim 26 2 0 25 Apr 2024
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data Sachin Mehta Maxwell Horton Fartash Faghri Mohammad Hossein Sekhavat Mahyar Najibi Mehrdad Farajtabar Oncel Tuzel Mohammad Rastegari VLM CLIP 36 6 0 24 Apr 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
Probing the 3D Awareness of Visual Foundation Models Mohamed El Banani Amit Raj Kevis-Kokitsi Maninis Abhishek Kar Yuanzhen Li Michael Rubinstein Deqing Sun Leonidas J. Guibas Justin Johnson Varun Jampani 35 79 0 12 Apr 2024
ImageNot: A contrast with ImageNet preserves model rankings Olawale Salaudeen Moritz Hardt VLM 29 6 0 02 Apr 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 28 4 0 28 Mar 2024
A Two-Phase Recall-and-Select Framework for Fast Model Selection Jianwei Cui Wenhang Shi Honglin Tao Wei Lu Xiaoyong Du 36 0 0 28 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 31 51 0 28 Mar 2024
An Evolutionary Network Architecture Search Framework with Adaptive Multimodal Fusion for Hand Gesture Recognition Yizhang Xia Shihao Song Zhanglu Hou Junwen Xu Juan Zou Yuan Liu Shengxiang Yang 19 1 0 27 Mar 2024
Data Acquisition via Experimental Design for Decentralized Data Markets Charles Lu Baihe Huang Sai Praneeth Karimireddy Praneeth Vepakomma Michael I. Jordan Ramesh Raskar FedML OOD 23 0 0 20 Mar 2024
Efficient Transferability Assessment for Selection of Pre-trained Detectors Zhao Wang Aoxue Li Zhenguo Li Qi Dou 27 0 0 14 Mar 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 32 10 0 13 Mar 2024
Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets Lorenzo Brigato S. Mougiakakou 29 0 0 08 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 38 1 0 02 Mar 2024
Ask Your Distribution Shift if Pre-Training is Right for You Benjamin Cohen-Wang Joshua Vendrow Aleksander Madry OOD 19 3 0 29 Feb 2024
COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao Xun Xu Manh Cuong Nguyen A. Goodge Chuan-Sheng Foo 28 9 0 29 Feb 2024
On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune? Shuqi Ke Charlie Hou Giulia Fanti Sewoong Oh 34 4 0 29 Feb 2024
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 34 1 0 25 Feb 2024
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? Nader Asadi Mahdi Beitollahi Yasser H. Khalil Yinchuan Li Guojun Zhang Xi Chen MoMe 30 8 0 23 Feb 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 33 1 0 13 Feb 2024
BarlowTwins-CXR : Enhancing Chest X-Ray abnormality localization in heterogeneous data with cross-domain self-supervised learning Haoyue Sheng Linrui Ma Jean-Francois Samson Dianbo Liu SSL 20 5 0 09 Feb 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views Yuji Roh Qingyun Liu Huan Gui Zhe Yuan Yujin Tang ... Liang Liu Shuchao Bi Lichan Hong Ed H. Chi Zhe Zhao 33 1 0 07 Feb 2024
Transfer Learning in ECG Diagnosis: Is It Effective? Cuong V. Nguyen Cuong D. Do 8 7 0 03 Feb 2024
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Junlong Du Yue Fan Qing Li Qing Li Yuntao Du VLM 59 75 0 03 Feb 2024
Green Runner: A tool for efficient deep learning component selection Jai Kannan 17 2 0 29 Jan 2024
The Neglected Tails in Vision-Language Models Shubham Parashar Zhiqiu Lin Tian Liu Xiangjue Dong Yanan Li Deva Ramanan James Caverlee Shu Kong VLM 25 33 0 23 Jan 2024
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation Qiang Fu Matheus Souza E. Choi Suhyun Shin Seung-Hwan Baek Wolfgang Heidrich 35 0 0 08 Jan 2024
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features A. Falahati Mohammad Karim Safavi Ardavan Elahi Farhad Pakdaman M. Gabbouj AI4TS 22 1 0 06 Jan 2024
GTA: Guided Transfer of Spatial Attention from Object-Centric Representations SeokHyun Seo Jinwoo Hong Jungwoo Chae Kyungyul Kim Sangheum Hwang 32 0 0 05 Jan 2024
Morphing Tokens Draw Strong Masked Image Models Taekyung Kim Byeongho Heo Dongyoon Han 44 3 0 30 Dec 2023
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model Yuehao Yin Huiyan Qi B. Zhu Jingjing Chen Yu-Gang Jiang Chong-Wah Ngo 13 18 0 22 Dec 2023
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds Michael Kuoch Chi-Ning Chou Nikhil Parthasarathy Joel Dapello J. DiCarlo H. Sompolinsky SueYeon Chung 14 1 0 21 Dec 2023