Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

Laurens van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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Internet Explorer: Targeted Representation Learning on the Open WebInternational Conference on Machine Learning (ICML), 2023 Alexander C. Li Ellis L Brown Alexei A. Efros Deepak Pathak VLM 215 30 0 27 Feb 2023
What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet ClassifiersInternational Conference on Learning Representations (ICLR), 2023 Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 228 33 0 23 Feb 2023
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Mutual Exclusive Modulator for Long-Tailed Recognition Haixu Long Xiaolin Zhang Yanbin Liu Zongtai Luo Jianbo Liu 149 2 0 19 Feb 2023
Towards Efficient Visual Adaption via Structural Re-parameterization Gen Luo Minglang Huang Weihao Ye Xiaoshuai Sun Guannan Jiang Zhiyu Wang Rongrong Ji VLM VPVLM 295 100 0 16 Feb 2023
Generative Oversampling for Imbalanced Data via Majority-Guided VAEInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Qingzhong Ai Pengyun Wang Lirong He Liangjiang Wen Lujia Pan Zenglin Xu 156 16 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future DirectionsJournal of Computing and Information Science in Engineering (JCISE), 2023 Binyang Song Ruilin Zhou Faez Ahmed AI4CE 320 63 0 14 Feb 2023
Scaling Vision Transformers to 22 Billion ParametersInternational Conference on Machine Learning (ICML), 2023 Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 375 756 0 10 Feb 2023
Beyond In-Domain Scenarios: Robust Density-Aware CalibrationInternational Conference on Machine Learning (ICML), 2023 Christian Tomani Futa Waseda Yuesong Shen Zorah Lähner UQCV 194 12 0 10 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 195 4 0 07 Feb 2023
Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification Ali Borji VLM 146 0 0 29 Jan 2023
Style-Aware Contrastive Learning for Multi-Style Image CaptioningFindings (Findings), 2023 Yucheng Zhou Guodong Long 136 28 0 26 Jan 2023
Human-Timescale Adaptation in an Open-Ended Task SpaceInternational Conference on Machine Learning (ICML), 2023 Adaptive Agent Team Jakob Bauer Kate Baumli Satinder Baveja Feryal M. P. Behbahani ... Jakub Sygnowski K. Tuyls Sarah York Alexander Zacherl Lei Zhang LM&Ro OffRL AI4CE LRM 303 146 0 18 Jan 2023
Enhancing Self-Training Methods Aswathnarayan Radhakrishnan Jim Davis Zachary Rabin Benjamin Lewis Matthew Scherreik R. Ilin 154 1 0 18 Jan 2023
Towards Spatial Equilibrium Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ming-Ming Cheng ObjD 116 0 0 14 Jan 2023
Does progress on ImageNet transfer to real-world datasets?Neural Information Processing Systems (NeurIPS), 2023 Alex Fang Simon Kornblith Ludwig Schmidt VLM 165 46 0 11 Jan 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Filip Radenovic Abhimanyu Dubey Abhishek Kadian Todor Mihaylov Simon Vandenhende Yash J. Patel Y. Wen Vignesh Ramanathan D. Mahajan VLM 306 100 0 05 Jan 2023
On the Convergence of Stochastic Gradient Descent in Low-precision Number FormatsInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2023 M. Cacciola A. Frangioni M. Asgharian Alireza Ghaffari V. Nia 167 6 0 04 Jan 2023
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep LearningInternational Conference on Parallel and Distributed Computing: Applications and Technologies (ICPDCAT), 2023 Takaaki Fukai Kento Sato Takahiro Hirofuchi 106 2 0 04 Jan 2023
Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions Edward Y. Chang MedIm 160 7 0 27 Dec 2022
Reversible Column NetworksInternational Conference on Learning Representations (ICLR), 2022 Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 242 85 0 22 Dec 2022
Unleashing the Power of Visual Prompting At the Pixel Level Junyang Wu Xianhang Li Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie VPVLM VLM 226 47 0 20 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Lyne Tchapmi Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 183 5 0 15 Dec 2022
Audiovisual Masked AutoencodersIEEE International Conference on Computer Vision (ICCV), 2022 Mariana-Iuliana Georgescu Eduardo Fonseca Radu Tudor Ionescu Mario Lucic Cordelia Schmid Anurag Arnab SSL 278 56 0 09 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusionInternational Conference on Machine Learning (ICML), 2022 Hanqing Zhao Dianmo Sheng Jianmin Bao Dongdong Chen Dong Chen ... Ce Liu Wenbo Zhou Qi Chu Weiming Zhang Neng H. Yu VLM DiffM 205 59 0 07 Dec 2022
Robust Speech Recognition via Large-Scale Weak SupervisionInternational Conference on Machine Learning (ICML), 2022 Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 952 5,596 0 06 Dec 2022
Dist-PU: Positive-Unlabeled Learning from a Label Distribution PerspectiveComputer Vision and Pattern Recognition (CVPR), 2022 Yunrui Zhao Qianqian Xu Yangbangyan Jiang Peisong Wen Qingming Huang 144 54 0 06 Dec 2022
Semi-supervised Learning with Robust Loss in Brain Segmentation Hedong Zhang Anand A. Joshi OOD 111 0 0 03 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 289 112 0 03 Dec 2022
Improving Cross-Modal Retrieval with Set of Diverse EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2022 Dongwon Kim Nam-Won Kim Suha Kwak 472 63 0 30 Nov 2022
Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding Xirong Li Aozhu Chen Ziyue Wang Fan Hu Kaibin Tian Xinru Chen Chengbo Dong 87 3 0 28 Nov 2022
Multi-Environment Pretraining Enables Transfer to Action Limited DatasetsInternational Conference on Machine Learning (ICML), 2022 David Venuto Sherry Yang Pieter Abbeel Doina Precup Igor Mordatch Ofir Nachum OffRL 131 6 0 23 Nov 2022
Touch and Go: Learning from Human-Collected Vision and TouchNeural Information Processing Systems (NeurIPS), 2022 Fengyu Yang Chenyang Ma Jiacheng Zhang Jing Zhu Wenzhen Yuan Andrew Owens 212 89 0 22 Nov 2022
Self-Ensemble Protection: Training Checkpoints Are Good Data ProtectorsInternational Conference on Learning Representations (ICLR), 2022 Sizhe Chen Geng Yuan Xinwen Cheng Yifan Gong Minghai Qin Yanzhi Wang Xiaolin Huang AAML 213 21 0 22 Nov 2022
Understanding and Improving Visual Prompting: A Label-Mapping PerspectiveComputer Vision and Pattern Recognition (CVPR), 2022 Chenyi Zi Yuguang Yao Pin-Yu Chen Yihua Zhang Sijia Liu VPVLM VLM 543 97 0 21 Nov 2022
Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video Retrieval Damianos Galanopoulos Vasileios Mezaris 163 7 0 21 Nov 2022
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration MethodIEEE International Conference on Computer Vision (ICCV), 2022 Manyi Zhang Xuyang Zhao Jun Yao Chun Yuan Weiran Huang 260 31 0 20 Nov 2022
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language TasksComputer Vision and Pattern Recognition (CVPR), 2022 Hao Li Jinguo Zhu Xiaohu Jiang Xizhou Zhu Jiaming Song ... Xiaohua Wang Yu Qiao Xiaogang Wang Wenhai Wang Jifeng Dai MLLM 150 66 0 17 Nov 2022
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual InformationComputer Vision and Pattern Recognition (CVPR), 2022 Weijie Su Xizhou Zhu Chenxin Tao Lewei Lu Bin Li Gao Huang Yu Qiao Xiaogang Wang Jie Zhou Jifeng Dai 209 54 0 17 Nov 2022
Conffusion: Confidence Intervals for Diffusion Models Eliahu Horwitz Yedid Hoshen DiffM 183 33 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 150 31 0 16 Nov 2022
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 143 39 0 09 Nov 2022
When & How to Transfer with Transfer Learning Adrián Tormos Dario Garcia-Gasulla Victor Gimenez-Abalos Sergio Alvarez-Napagao VLM 136 2 0 08 Nov 2022
Logits are predictive of network type Ali Borji 48 0 0 04 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised LearningIEEE transactions on multimedia (IEEE TMM), 2022 Yifei Zhang Chang-rui Liu Can Ma Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 180 10 0 02 Nov 2022
Tree Detection and Diameter Estimation Based on Deep Learning Vincent Grondin Jean-Michel Fortin F. Pomerleau Philippe Giguère 3DPC 199 40 0 31 Oct 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 190 25 0 25 Oct 2022
End-to-end Transformer for Compressed Video Quality EnhancementIEEE transactions on broadcasting (IEEE Trans. Broadcast.), 2022 Li Yu Wenshuai Chang Shiyu Wu Moncef Gabbouj ViT 151 17 0 25 Oct 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 154 7 0 24 Oct 2022
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing Alireza Azadbakht Saeed Reza Kheradpisheh Ismail Khalfaoui-Hassani T. Masquelier 153 1 0 23 Oct 2022

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Exploring the Limits of Weakly Supervised Pretraining

Papers citing "Exploring the Limits of Weakly Supervised Pretraining"