Do Better ImageNet Models Transfer Better?

23 May 2018

Papers citing "Do Better ImageNet Models Transfer Better?"

50 / 639 papers shown

Title
Guiding The Last Layer in Federated Learning with Pre-Trained Models G. Legate Nicolas Bernier Lucas Caccia Edouard Oyallon Eugene Belilovsky FedML 18 8 0 06 Jun 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter Ajay Jaiswal Shiwei Liu Tianlong Chen Zhangyang Wang VLM 21 33 0 06 Jun 2023
Quantifying the Variability Collapse of Neural Networks Jing-Xue Xu Haoxiong Liu 36 4 0 06 Jun 2023
Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework Lingfeng Sun Haichao Zhang Wei-ping Xu M. Tomizuka 29 8 0 02 Jun 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners Yonglong Tian Lijie Fan Phillip Isola Huiwen Chang Dilip Krishnan VLM DiffM 29 141 0 01 Jun 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector Marcin Przewike'zlikowski Mateusz Pyla Bartosz Zieliñski Bartlomiej Twardowski Jacek Tabor Marek Śmieja SSL 37 2 0 31 May 2023
AdANNS: A Framework for Adaptive Semantic Search Aniket Rege Aditya Kusupati S. SharanRanjit Alan Fan Qingqing Cao Sham Kakade Prateek Jain Ali Farhadi 26 5 0 30 May 2023
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System Jiwei Guan Lei Pan Chen Wang Shui Yu Longxiang Gao Xi Zheng AAML 19 3 0 30 May 2023
Synfeal: A Data-Driven Simulator for End-to-End Camera Localization Daniel Coelho Miguel Oliveira Paulo Dias 21 0 0 29 May 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations Calum Heggan Timothy M. Hospedales S. Budgett Mehrdad Yaghoobi SSL 30 5 0 29 May 2023
Knowledge Distillation Performs Partial Variance Reduction M. Safaryan Alexandra Peste Dan Alistarh 22 6 0 27 May 2023
On the Importance of Backbone to the Adversarial Robustness of Object Detectors Xiao-Li Li Hang Chen Xiaolin Hu AAML 38 4 0 27 May 2023
VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale Zhiwei Hao Jianyuan Guo Kai Han Han Hu Chang Xu Yunhe Wang 35 16 0 25 May 2023
Multiresolution Feature Guidance Based Transformer for Anomaly Detection Shuting Yan Pingping Chen Honghui Chen Huan-hao Mao F. Chen Zhi-Long Lin ViT 23 4 0 24 May 2023
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings Yihao Xue Ali Payani Yu Yang Baharan Mirzasoleiman VLM 26 4 0 23 May 2023
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images Ashish Sinha J. Kawahara Arezou Pakzad Kumar Abhishek Matthieu Ruthven Enjie Ghorbel Anis Kacem Djamila Aouada Ghassan Hamarneh MedIm DiffM 19 3 0 22 May 2023
CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation J. Heo S. Azizi A. Fayyazi Massoud Pedram 23 0 0 08 May 2023
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations Weixin Liang Yining Mao Yongchan Kwon Xinyu Yang James Zou OODD 36 3 0 04 May 2023
Neuralizer: General Neuroimage Analysis without Re-Training Steffen Czolbe H. Dickinson OOD 38 12 0 04 May 2023
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement Ailin Deng Miao Xiong Bryan Hooi 41 6 0 02 May 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 30 412 0 27 Apr 2023
Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning Y. Fu Ye Yuan Shang Wu Jiayi Yuan Yingyan Lin OOD 56 3 0 24 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 39 57 0 18 Apr 2023
A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer Yangyi Liu Huan Liu Liangyan Li Zijun Wu Jun Chen 24 15 0 16 Apr 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 28 12 0 13 Apr 2023
FisHook -- An Optimized Approach to Marine Specie Classification using MobileNetV2 Kohav Dey K. Bajaj K. Ramalakshmi Samuel Thomas S. Radhakrishna 11 2 0 04 Apr 2023
Improved Visual Fine-tuning with Natural Language Supervision Junyan Wang Yuanhong Xu Juhua Hu Ming Yan Jitao Sang Qi Qian 16 7 0 04 Apr 2023
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Timm Hess Eli Verwimp Gido M. van de Ven Tinne Tuytelaars CLL 18 7 0 03 Apr 2023
Reusing Deep Neural Network Models through Model Re-engineering Binhang Qi Hailong Sun Xiang Gao Hongyu Zhang Zhaotian Li Xudong Liu 19 17 0 01 Apr 2023
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms Florin Condrea S. Rapaka Lucian Itu Puneet Sharma J. Sperl Mohamed Ali Marius Leordeanu 24 5 0 30 Mar 2023
Your Diffusion Model is Secretly a Zero-Shot Classifier Alexander C. Li Mihir Prabhudesai Shivam Duggal Ellis L Brown Deepak Pathak DiffM VLM 46 225 0 28 Mar 2023
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression Denis Kuznedelev Soroush Tabesh Kimia Noorbakhsh Elias Frantar Sara Beery Eldar Kurtic Dan Alistarh MQ VLM 26 2 0 25 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 40 17 0 23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 113 63 0 23 Mar 2023
Efficient Computation Sharing for Multi-Task Visual Scene Understanding Sara Shoouri Mingyu Yang Zichen Fan Hun-Seok Kim MoE 26 3 0 16 Mar 2023
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang Kui Jia OOD 31 13 0 16 Mar 2023
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild Ji-Hee Moon Seongsik Park 32 0 0 14 Mar 2023
Deploying Offline Reinforcement Learning with Human Feedback Ziniu Li Kelvin Xu Liu Liu Lanqing Li Deheng Ye P. Zhao OffRL 28 2 0 13 Mar 2023
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks Wenhan Yang Jingdong Gao Baharan Mirzasoleiman VLM 105 18 0 13 Mar 2023
DETA: Denoised Task Adaptation for Few-Shot Learning Ji Zhang Lianli Gao Xu Luo Hengtao Shen Jingkuan Song VLM 44 19 0 11 Mar 2023
Mark My Words: Dangers of Watermarked Images in ImageNet Kirill Bykov Klaus-Robert Muller Marina M.-C. Höhne 43 4 0 09 Mar 2023
Learn More for Food Recognition via Progressive Self-Distillation Yaohui Zhu Linhu Liu Jiang Tian 33 5 0 09 Mar 2023
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models? Boris Knyazev Doha Hwang Simon Lacoste-Julien AI4CE 31 17 0 07 Mar 2023
Your representations are in the network: composable and parallel adaptation for large scale models Yonatan Dukler Alessandro Achille Hao Yang Varsha Vivek L. Zancato Benjamin Bowman Avinash Ravichandran Charless C. Fowlkes A. Swaminathan Stefano Soatto 28 3 0 07 Mar 2023
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration Juanjuan Weng Zhiming Luo Zhun Zhong Shaozi Li N. Sebe AAML 34 16 0 07 Mar 2023
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning Ildus Sadrtdinov Dmitrii Pozdeev Dmitry Vetrov E. Lobacheva 30 4 0 06 Mar 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries Charlotte Loh Seung-Jun Han Shivchander Sudalairaj Rumen Dangovski Kai Xu F. Wenzel Marin Soljacic Akash Srivastava UQCV 39 1 0 04 Mar 2023
The Role of Pre-training Data in Transfer Learning R. Entezari Mitchell Wortsman O. Saukh M. Shariatnia Hanie Sedghi Ludwig Schmidt 46 20 0 27 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 19 28 0 23 Feb 2023
Multispectral Contrastive Learning with Viewmaker Networks Jasmine Bayrooti Noah D. Goodman Alex Tamkin 25 1 0 11 Feb 2023