Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Jiashu Xu Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 31 4 0 15 Dec 2022
Audiovisual Masked Autoencoders Mariana-Iuliana Georgescu Eduardo Fonseca Radu Tudor Ionescu Mario Lucic Cordelia Schmid Anurag Arnab SSL 32 43 0 09 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion Hanqing Zhao Dianmo Sheng Jianmin Bao Dongdong Chen Dong Chen ... Ce Liu Wenbo Zhou Qi Chu Weiming Zhang Neng H. Yu VLM DiffM 38 39 0 07 Dec 2022
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 11 3,273 0 06 Dec 2022
Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective Yunrui Zhao Qianqian Xu Yangbangyan Jiang Peisong Wen Qingming Huang 19 37 0 06 Dec 2022
Semi-supervised Learning with Robust Loss in Brain Segmentation Hedong Zhang Anand A. Joshi OOD 10 0 0 03 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 27 68 0 03 Dec 2022
Improving Cross-Modal Retrieval with Set of Diverse Embeddings Dongwon Kim Nam-Won Kim Suha Kwak 18 37 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 11 2 0 28 Nov 2022
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets David Venuto Sherry Yang Pieter Abbeel Doina Precup Igor Mordatch Ofir Nachum OffRL 20 5 0 23 Nov 2022
Touch and Go: Learning from Human-Collected Vision and Touch Fengyu Yang Chenyang Ma Jiacheng Zhang Jing Zhu Wenzhen Yuan Andrew Owens 25 51 0 22 Nov 2022
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors Sizhe Chen Geng Yuan Xinwen Cheng Yifan Gong Minghai Qin Yanzhi Wang X. Huang AAML 20 20 0 22 Nov 2022
Understanding and Improving Visual Prompting: A Label-Mapping Perspective Aochuan Chen Yuguang Yao Pin-Yu Chen Yihua Zhang Sijia Liu VPVLM VLM 28 75 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 11 7 0 21 Nov 2022
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method Manyi Zhang Xuyang Zhao Jun Yao Chun Yuan Weiran Huang 30 19 0 20 Nov 2022
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks Hao Li Jinguo Zhu Xiaohu Jiang Xizhou Zhu Hongsheng Li ... Xiaohua Wang Yu Qiao Xiaogang Wang Wenhai Wang Jifeng Dai MLLM 18 55 0 17 Nov 2022
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information Weijie Su Xizhou Zhu Chenxin Tao Lewei Lu Bin Li Gao Huang Yu Qiao Xiaogang Wang Jie Zhou Jifeng Dai 34 41 0 17 Nov 2022
Conffusion: Confidence Intervals for Diffusion Models Eliahu Horwitz Yedid Hoshen DiffM 21 28 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 14 18 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 20 21 0 09 Nov 2022
When & How to Transfer with Transfer Learning Adrián Tormos Dario Garcia-Gasulla Víctor Giménez-Ábalos Sergio Álvarez Napagao VLM 8 1 0 08 Nov 2022
Logits are predictive of network type Ali Borji 15 0 0 04 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 19 6 0 02 Nov 2022
Tree Detection and Diameter Estimation Based on Deep Learning Vincent Grondin Jean-Michel Fortin F. Pomerleau Philippe Giguère 3DPC 19 29 0 31 Oct 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 15 18 0 25 Oct 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 19 8 0 25 Oct 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiaofeng Wang 25 4 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 23 1 0 23 Oct 2022
Dissecting Deep Metric Learning Losses for Image-Text Retrieval Hong Xuan Xi Chen 23 2 0 21 Oct 2022
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification R. Abdelfattah Xin Zhang M. Fouda Xiaofeng Wang Song Wang VLM 30 6 0 20 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 15 10 0 19 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 43 3,252 0 16 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 31 54 0 14 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip H. S. Torr Song Bai Xiaojuan Qi 16 285 0 14 Oct 2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning Mahmoud Assran Randall Balestriero Quentin Duval Florian Bordes Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Nicolas Ballas SSL 44 46 0 13 Oct 2022
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Jingru Tan Bo-wen Li Xin Lu Yongqiang Yao F. Yu Tong He Wanli Ouyang 39 8 0 11 Oct 2022
Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection Vincent Grondin F. Pomerleau Philippe Giguère 3DPC 18 8 0 08 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation Zhenyu Lu VLM SSL 16 1 0 06 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 16 34 0 06 Oct 2022
Unbiased Scene Graph Generation using Predicate Similarities Misaki Ohashi Yusuke Matsui 32 1 0 03 Oct 2022
Visual representations in the human brain are aligned with large language models Adrien Doerig Tim C Kietzmann Emily J. Allen Yihan Wu Thomas Naselaris Kendrick Norris Kay I. Charest 32 23 0 23 Sep 2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 98 25 0 15 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 38 6 0 15 Sep 2022
Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shun Zheng JaeEun Nam Emilio Dorigatti Bernd Bischl Shekoofeh Azizi Mina Rezaei SSL 18 0 0 14 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Xiao Wang Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 28 682 0 14 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng S. Zafeiriou 38 9 0 11 Sep 2022
A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets Esla Timothy Anzaku Haohan Wang Arnout Van Messem W. D. Neve 25 2 0 05 Sep 2022
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma Lisha Li Qi-rong Mao Songcan Chen 28 1 0 03 Sep 2022
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification Jun Huang Alexander Huang Beatriz C. Guerra Yen-Yun Yu 12 4 0 30 Aug 2022
Towards Federated Learning against Noisy Labels via Local Self-Regularization Xue Jiang Sheng Sun Yuwei Wang Min Liu 11 36 0 25 Aug 2022