Rethinking ImageNet Pre-training

IEEE International Conference on Computer Vision (ICCV), 2018

21 November 2018

Piotr Dollár

Papers citing "Rethinking ImageNet Pre-training"

50 / 512 papers shown

Title
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural RoboticsIEEE International Conference on Robotics and Automation (ICRA), 2023 Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino J. Weyler Giorgio Grisetti C. Stachniss Jens Behley 134 5 0 22 Mar 2023
Trainable Projected Gradient Method for Robust Fine-tuningComputer Vision and Pattern Recognition (CVPR), 2023 Junjiao Tian Xiaoliang Dai Chih-Yao Ma Zecheng He Yen-Cheng Liu Z. Kira 229 46 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 315 39 0 19 Mar 2023
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic SegmentationPFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science (PFG), 2023 S. Landgraf Kira Wursthorn Markus Hillemann Markus Ulrich UQCV 137 19 0 17 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 294 4 0 15 Mar 2023
ViM: Vision Middleware for Unified Downstream TransferringIEEE International Conference on Computer Vision (ICCV), 2023 Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 221 2 0 13 Mar 2023
Three Guidelines You Should Know for Universally Slimmable Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2023 Yunhao Cao Peiqin Sun Shuchang Zhou 95 5 0 13 Mar 2023
Overwriting Pretrained Bias with Finetuning DataIEEE International Conference on Computer Vision (ICCV), 2023 Angelina Wang Olga Russakovsky 260 45 0 10 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 240 223 0 10 Mar 2023
Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection Tim Kaiser Félix D. P. Michels Nikolas Adaloglou M. Kollmann VLM 230 0 0 10 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape EstimationInternational Conference on Learning Representations (ICLR), 2023 Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 201 7 0 09 Mar 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained ModelIEEE International Conference on Computer Vision (ICCV), 2023 Gengwei Zhang Liyuan Wang Guoliang Kang Ling-Hao Chen Yunchao Wei CLL 350 163 0 09 Mar 2023
Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot LearnersComputer Vision and Pattern Recognition (CVPR), 2023 Renrui Zhang Xiangfei Hu Bohao Li Siyuan Huang Hanqiu Deng Jiaming Song Yu Qiao Shiyang Feng VLM MLLM 298 218 0 03 Mar 2023
Random Padding Data AugmentationAustralasian Data Mining Conference (AusDM), 2023 Nan Yang Laicheng Zhong Fan Huang Dong Yuan Wei Bao 123 3 0 17 Feb 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical ImagesMachine Intelligence Research (MIR), 2023 Wei-Chien Wang Euijoon Ahn Da-wei Feng Jinman Kim MedIm 568 37 0 10 Feb 2023
Two Losses Are Better Than One: Faster Optimization Using a Cheaper ProxyInternational Conference on Machine Learning (ICML), 2023 Blake E. Woodworth Konstantin Mishchenko Francis R. Bach 235 7 0 07 Feb 2023
Revisiting Pre-training in Audio-Visual Learning Ruoxuan Feng Wenke Xia Di Hu 189 1 0 07 Feb 2023
On the Ideal Number of Groups for Isometric Gradient PropagationNeurocomputing (Neurocomputing), 2023 Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim 184 2 0 07 Feb 2023
Equivariant Differentially Private Deep Learning: Why DP-SGD Needs Sparser Models Florian A. Hölzl Daniel Rueckert Georgios Kaissis 285 4 0 30 Jan 2023
Vision Learners Meet Web Image-Text Pairs Bingchen Zhao Quan Cui Hao Wu Osamu Yoshie Cheng Yang Oisin Mac Aodha VLM 173 6 0 17 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic SpaceComputer Vision and Pattern Recognition (CVPR), 2023 Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 140 14 0 17 Jan 2023
Ego-Only: Egocentric Action Detection without Exocentric TransferringIEEE International Conference on Computer Vision (ICCV), 2023 Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 332 34 0 03 Jan 2023
Error-aware Quantization through Noise Tempering Zheng Wang Juncheng Billy Li Shuhui Qu Florian Metze Emma Strubell MQ 133 2 0 11 Dec 2022
SEPT: Towards Scalable and Efficient Visual Pre-TrainingAAAI Conference on Artificial Intelligence (AAAI), 2022 Yiqi Lin Huabin Zheng Huaping Zhong Jinjing Zhu Weijia Li Conghui He Lin Wang 159 2 0 11 Dec 2022
Benchmarking Self-Supervised Learning on Diverse Pathology DatasetsComputer Vision and Pattern Recognition (CVPR), 2022 Mingu Kang Heon Song Seonwook Park Donggeun Yoo Sérgio Pereira 180 193 0 09 Dec 2022
Rethinking Two Consensuses of the Transferability in Deep Learning Yixiong Chen Jingxia Li C. Ding Tianpeng Liu 179 2 0 01 Dec 2022
Procedural Image Programs for Representation LearningNeural Information Processing Systems (NeurIPS), 2022 Manel Baradad Chun-Fu Jonas Wulff Tongzhou Wang Rogerio Feris Antonio Torralba Phillip Isola 199 34 0 29 Nov 2022
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised LearningInternational Conference on Information Photonics (ICIP), 2022 Ryota Yoshihashi Shuhei Nishimura Dai Yonebayashi Yuya Otsuka Tomohiro Tanaka Takashi Miyazaki SSL 175 2 0 25 Nov 2022
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? Thomas M. Hehn Julian F. P. Kooij D. Gavrila SSL 117 0 0 23 Nov 2022
Mechanistic Mode ConnectivityInternational Conference on Machine Learning (ICML), 2022 Ekdeep Singh Lubana Eric J. Bigelow Robert P. Dick David M. Krueger Hidenori Tanaka 278 56 0 15 Nov 2022
Learning from partially labeled data for multi-organ and tumor segmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen MedIm ViT 139 35 0 13 Nov 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model TuningNeural Information Processing Systems (NeurIPS), 2022 Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 342 329 0 17 Oct 2022
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations Jong Hak Moon Wonjae Kim Edward Choi 186 3 0 17 Oct 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated LearningInternational Conference on Learning Representations (ICLR), 2022 John Nguyen Jianyu Wang Kshitiz Malik Maziar Sanjabi Michael G. Rabbat FedML AI4CE 215 92 0 14 Oct 2022
Composite Learning for Robust and Effective Dense PredictionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Menelaos Kanakis Thomas E. Huang David Brüggemann Feng Yu Luc Van Gool SSL 142 4 0 13 Oct 2022
LieGG: Studying Learned Lie Group GeneratorsNeural Information Processing Systems (NeurIPS), 2022 A. Moskalev A. Sepliarskaia Ivan Sosnovik A. Smeulders 285 33 0 09 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance SegmentationBritish Machine Vision Conference (BMVC), 2022 Evan Ling De-Kai Huang Minhoe Hur 171 6 0 07 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 229 3 0 04 Oct 2022
Hyper-Representations as Generative Models: Sampling Unseen Neural Network WeightsNeural Information Processing Systems (NeurIPS), 2022 Konstantin Schurholt Boris Knyazev Xavier Giró-i-Nieto Damian Borth 303 52 0 29 Sep 2022
Collaboration of Pre-trained Models Makes Better Few-shot Learner Renrui Zhang Bohao Li Wei Zhang Hao Dong Jiaming Song Shiyang Feng Yu Qiao VLM 217 8 0 25 Sep 2022
PACT: Perception-Action Causal Transformer for Autoregressive Robotics Pre-TrainingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Rogerio Bonatti Sai H. Vemprala Shuang Ma Felipe Vieira Frujeri Shuhang Chen Ashish Kapoor 229 29 0 22 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous DrivingNeural Information Processing Systems (NeurIPS), 2022 Xiwen Liang Yangxin Wu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang 193 46 0 19 Sep 2022
OmniVL:One Foundation Model for Image-Language and Video-Language TasksNeural Information Processing Systems (NeurIPS), 2022 Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Luowei Zhou Yucheng Zhao Yujia Xie Ce Liu Yu-Gang Jiang Lu Yuan MLLM VLM 255 178 0 15 Sep 2022
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and RecipeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 266 186 0 12 Sep 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 230 28 0 06 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 390 7 0 03 Sep 2022
Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022 Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 341 141 0 31 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yanbei Chen Goran Frehse Xiatian Zhu Zeynep Akata 299 161 0 24 Aug 2022
Label-Free Synthetic Pretraining of Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Hei Law Gaowen Liu 104 5 0 08 Aug 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 157 4 0 03 Aug 2022