Rethinking ImageNet Pre-training

21 November 2018

Piotr Dollár

Papers citing "Rethinking ImageNet Pre-training"

50 / 507 papers shown

Title
Blind Image Super-resolution with Rich Texture-Aware Codebooks Rui Qin Ming Sun Fangyuan Zhang Xingsen Wen Bin Wang 60 7 0 26 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer Data Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 93 2 0 25 Oct 2023
Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models Lihang Liu Shanzhuo Zhang Donglong He Xianbin Ye Jingbo Zhou ... Fan Wang Jingzhou He Liang Zheng Yonghui Li Xiaomin Fang AI4CE 88 9 0 21 Oct 2023
Modularity in Deep Learning: A Survey Haozhe Sun Isabelle Guyon MoMe 104 3 0 02 Oct 2023
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms Keru Wu Yuansi Chen Wooseok Ha Ting Yu CML 85 2 0 19 Sep 2023
Pre-training on Synthetic Driving Data for Trajectory Prediction Yiheng Li Seth Z. Zhao Chenfeng Xu Chen Tang Chenran Li Mingyu Ding Masayoshi Tomizuka Wei Zhan 111 13 0 18 Sep 2023
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery Shiqiao Meng Zonglin Di Siwei Yang Yin Wang 31 3 0 14 Sep 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 95 8 0 14 Sep 2023
Examining the Effect of Pre-training on Time Series Classification Jiashu Pu Shiwei Zhao Ling Cheng Yongzhu Chang Runze Wu Tangjie Lv Rongsheng Zhang AI4TS 107 0 0 11 Sep 2023
No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets Lorenzo Brigato Stavroula Mougiakakou 79 5 0 04 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 81 39 0 03 Sep 2023
3D Face Alignment Through Fusion of Head Pose Information and Features Jae-Kyeong So Youngjoon Han 3DH CVBM 59 1 0 25 Aug 2023
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Nana Zhou Jiaxin Chen Di Huang 69 4 0 23 Aug 2023
Spatial Transform Decoupling for Oriented Object Detection Hongtian Yu Yunjie Tian QiXiang Ye Yunfan Liu 83 29 0 21 Aug 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Yuyao Tang Yifan Peng Weiwen Zheng CLL VLM 103 34 0 21 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 63 52 0 18 Aug 2023
RLIPv2: Fast Scaling of Relational Language-Image Pre-training Hangjie Yuan Shiwei Zhang Xiang Wang Samuel Albanie Yining Pan Tao Feng Jianwen Jiang Dong Ni Yingya Zhang Deli Zhao VLM 79 40 0 18 Aug 2023
Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation Denis Kutnár I. Vogelius K. Håkansson Jens Petersen J. Friborg L. Specht M. Bernsdorf A. Gothelf C. Kristensen Abraham George Smith 37 0 0 16 Aug 2023
Foundation Model is Efficient Multimodal Multitask Model Selector Fanqing Meng Wenqi Shao Zhanglin Peng Chong Jiang Kaipeng Zhang Yu Qiao Ping Luo 67 17 0 11 Aug 2023
Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation Yinsong Xu Aidong Men Yang Liu Xiahai Zhuang Qingchao Chen 74 0 0 06 Aug 2023
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 75 19 0 24 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 79 18 0 20 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 85 0 0 13 Jul 2023
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation José Morano Guilherme Aresta Dmitrii Lachinov Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 66 3 0 06 Jul 2023
Surgical fine-tuning for Grape Bunch Segmentation under Visual Domain Shifts Agnese Chiatti R. Bertoglio Nicolás Catalano Matteo Gatti Matteo Matteucci 68 4 0 03 Jul 2023
Multiscale Progressive Text Prompt Network for Medical Image Segmentation Xianjun Han Qianqian Chen Zhaoyang Xie Xuejun Li Hongyu Yang MedIm 77 9 0 30 Jun 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 54 0 0 23 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 51 80 0 23 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 78 7 0 19 Jun 2023
Neural Priming for Sample-Efficient Adaptation Matthew Wallingford Vivek Ramanujan Alex Fang Aditya Kusupati Roozbeh Mottaghi Aniruddha Kembhavi Ludwig Schmidt Ali Farhadi VLM 191 15 0 16 Jun 2023
ViP: A Differentially Private Foundation Model for Computer Vision Yaodong Yu Maziar Sanjabi Yi Ma Kamalika Chaudhuri Chuan Guo 65 13 0 15 Jun 2023
Differentially Private Image Classification by Learning Priors from Random Processes Xinyu Tang Ashwinee Panda Vikash Sehwag Prateek Mittal 89 21 0 08 Jun 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 116 33 0 07 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 85 4 0 07 Jun 2023
Guiding The Last Layer in Federated Learning with Pre-Trained Models G. Legate Nicolas Bernier Lucas Caccia Edouard Oyallon Eugene Belilovsky FedML 56 10 0 06 Jun 2023
Non-adversarial Robustness of Deep Learning Methods for Computer Vision Gorana Gojić V. Vincan O. Kundacina D. Mišković Dinu Dragan OOD 52 4 0 24 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 71 17 0 23 May 2023
Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning Md. Rabiul Islam Daniel Massicotte P. Massicotte Wei-Ping Zhu 36 15 0 13 May 2023
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models Qiufeng Wang Xu Yang Shuxia Lin Jing Wang Xin Geng 80 13 0 03 May 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment Lu Yu Malvina Nikandrou Jiali Jin Verena Rieser 88 6 0 28 Apr 2023
UniverSeg: Universal Medical Image Segmentation V. Butoi Jose Javier Gonzalez Ortiz Tianyu Ma M. Sabuncu John Guttag Adrian Dalca 92 87 0 12 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 106 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 64 8 0 04 Apr 2023
Probabilistic Prompt Learning for Dense Prediction Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang Kwanghoon Sohn VLM 101 19 0 03 Apr 2023
De-coupling and De-positioning Dense Self-supervised Learning Congpei Qiu Tong Zhang Wei Ke Mathieu Salzmann Sabine Süsstrunk 55 3 0 29 Mar 2023
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino J. Weyler Giorgio Grisetti C. Stachniss Jens Behley 36 5 0 22 Mar 2023
Trainable Projected Gradient Method for Robust Fine-tuning Junjiao Tian Xiaoliang Dai Chih-Yao Ma Zecheng He Yen-Cheng Liu Z. Kira 115 41 0 19 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 170 27 0 19 Mar 2023
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation S. Landgraf Kira Wursthorn Markus Hillemann Markus Ulrich UQCV 57 11 0 17 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 121 0 0 15 Mar 2023