Rethinking ImageNet Pre-training

21 November 2018

Piotr Dollár

Papers citing "Rethinking ImageNet Pre-training"

50 / 160 papers shown

Title
Multimodal and Multiview Deep Fusion for Autonomous Marine Navigation Dimitrios Dagdilelis Panagiotis Grigoriadis R. Galeazzi 3DPC 110 0 0 02 May 2025
Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data Daehyeon Han Morteza Karimzadeh 19 0 0 25 Apr 2025
Deep Learning with Pretrained Ínternal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction Ayoub Jadouli Chaker El Amrani KELM AI4TS 76 0 0 20 Apr 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 41 8 0 20 Jan 2025
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 105 0 0 15 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 32 1 0 07 Oct 2024
FeTT: Continual Class Incremental Learning via Feature Transformation Tuning Sunyuan Qiang Xuxin Lin Yanyan Liang Jun Wan Du Zhang CLL 37 1 0 20 May 2024
KITE: A Kernel-based Improved Transferability Estimation Method Yunhui Guo 43 0 0 01 May 2024
AdaDemo: Data-Efficient Demonstration Expansion for Generalist Robotic Agent Tongzhou Mu Yijie Guo Jie Xu Ankit Goyal Hao Su Dieter Fox Animesh Garg LM&Ro 34 0 0 11 Apr 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 49 3 0 01 Mar 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 38 1 0 07 Feb 2024
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 30 18 0 24 Jul 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 26 0 0 13 Jul 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 30 30 0 07 Jun 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 24 16 0 23 May 2023
Probabilistic Prompt Learning for Dense Prediction Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang K. Sohn VLM 21 18 0 03 Apr 2023
AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection Puning Yang Jian Liang Jie Cao R. He 27 12 0 22 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao M. Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 18 0 0 15 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 19 1 0 13 Mar 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 21 29 0 10 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 26 7 0 09 Mar 2023
Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners Renrui Zhang Xiangfei Hu Bohao Li Siyuan Huang Hanqiu Deng Hongsheng Li Yu Qiao Peng Gao VLM MLLM 30 170 0 03 Mar 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang E. Ahn Da-wei Feng Jinman Kim MedIm 19 27 0 10 Feb 2023
Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy Blake E. Woodworth Konstantin Mishchenko Francis R. Bach 31 6 0 07 Feb 2023
Revisiting Pre-training in Audio-Visual Learning Ruoxuan Feng Wenke Xia Di Hu 17 1 0 07 Feb 2023
Vision Learners Meet Web Image-Text Pairs Bingchen Zhao Quan Cui Hao Wu Osamu Yoshie Cheng Yang Oisin Mac Aodha VLM 19 5 0 17 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 35 11 0 17 Jan 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 64 22 0 03 Jan 2023
Rethinking Two Consensuses of the Transferability in Deep Learning Yixiong Chen Jingxia Li C. Ding Li Liu 19 2 0 01 Dec 2022
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? Thomas M. Hehn Julian F. P. Kooij D. Gavrila SSL 18 0 0 23 Nov 2022
Composite Learning for Robust and Effective Dense Predictions Menelaos Kanakis Thomas E. Huang David Brüggemann F. I. F. Richard Yu Luc Van Gool SSL 34 3 0 13 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 27 5 0 07 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 28 2 0 04 Oct 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 28 24 0 06 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 113 0 24 Aug 2022
Neural Contourlet Network for Monocular 360 Depth Estimation Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 47 10 0 03 Aug 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 32 18 0 14 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation Ashraful Islam Bengt Lundell H. Sawhney Sudipta N. Sinha Peter Morales Richard J. Radke SSL 26 9 0 10 Jul 2022
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation Tianwen Zhang Xiaoling Zhang 17 52 0 08 Jul 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning John Nguyen Jianyu Wang Kshitiz Malik Maziar Sanjabi Michael G. Rabbat FedML AI4CE 21 21 0 30 Jun 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 29 8 0 28 Jun 2022
On the Generalizability and Predictability of Recommender Systems Duncan C. McElfresh Sujay Khandagale Jonathan Valverde John P. Dickerson Colin White 33 10 0 23 Jun 2022
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions Dong-Hee Paek Seung-Hyun Kong Kevin Tirta Wijaya 22 107 0 16 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 22 4 0 08 Jun 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models Yang Shu Zhangjie Cao Ziyang Zhang Jianmin Wang Mingsheng Long 15 4 0 08 Jun 2022
Vision-Language Pre-Training for Boosting Scene Text Detectors Sibo Song Jianqiang Wan Zhibo Yang Jun Tang Wenqing Cheng Xiang Bai Cong Yao VLM 34 24 0 29 Apr 2022
Contrastive Language-Action Pre-training for Temporal Localization Mengmeng Xu Erhan Gundogdu ⋆⋆ Maksim Bernard Ghanem M. Donoser Loris Bazzani 25 27 0 26 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 14 4 0 18 Apr 2022