Data-Efficient Image Recognition with Contrastive Predictive Coding

22 May 2019

Ali Razavi

Papers citing "Data-Efficient Image Recognition with Contrastive Predictive Coding"

50 / 609 papers shown

Title
Contrastive Knowledge Graph Error Detection Qinggang Zhang Junnan Dong Keyu Duan Xiao Huang Yezi Liu Linchuan Xu 28 34 0 18 Nov 2022
Label-Efficient Object Detection via Region Proposal Network Pre-Training Nanqing Dong Linus Ericsson Yongxin Yang A. Leonardis Steven G. McDonagh ObjD 44 5 0 16 Nov 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 37 20 0 16 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning Saba Dadsetan Mohsen Hejrati Shandong Wu Somaye Hashemifar OOD 13 0 0 15 Nov 2022
Region Embedding with Intra and Inter-View Contrastive Learning L. Zhang Cheng Long Gao Cong SSL 20 20 0 15 Nov 2022
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 16 20 0 15 Nov 2022
Self-supervised Character-to-Character Distillation for Text Recognition Tongkun Guan Wei Shen Xuehang Yang Qi Feng Zekun Jiang Xiaokang Yang 31 26 0 01 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 43 30 0 30 Oct 2022
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation Seongyeong Lee Han-Ju Park Dong Uk Kim Jihyeon Kim Muhammadjon Boboev Seungryul Baek 3DH 21 5 0 30 Oct 2022
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability Zhe Li Man-Wai Mak SSL 18 6 0 29 Oct 2022
On the Role of Visual Context in Enriching Music Representations Kleanthis Avramidis Shanti Stewart Shrikanth Narayanan 21 3 0 28 Oct 2022
Conversation Disentanglement with Bi-Level Contrastive Learning Chengyu Huang Zheng Zhang Hao Fei Lizi Liao DRL 25 7 0 27 Oct 2022
A Chinese Spelling Check Framework Based on Reverse Contrastive Learning Nankai Lin Xiaotian Lin Sihui Fu Shengyi Jiang Aimin Yang 21 2 0 25 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 23 8 0 23 Oct 2022
i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? Kevin Zhang Zhiqiang Shen 20 8 0 20 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation Shentong Mo Zhun Sun Chao Li 15 11 0 18 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 12 8 0 18 Oct 2022
Self-Supervised Learning Through Efference Copies Franz Scherr Qinghai Guo Timoleon Moraitis 19 10 0 17 Oct 2022
Invariance-adapted decomposition and Lasso-type contrastive learning Masanori Koyama Takeru Miyato Kenji Fukumizu 12 1 0 13 Oct 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 39 3 0 13 Oct 2022
Feature-Proxy Transformer for Few-Shot Segmentation Jianwei Zhang Yifan Sun Yi Yang Wei-Neng Chen ViT 16 61 0 13 Oct 2022
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Tobias Fischer Thomas E. Huang Jiangmiao Pang Linlu Qiu Haofeng Chen Trevor Darrell F. I. F. Richard Yu VOT 26 66 0 12 Oct 2022
Unsupervised Learning of Equivariant Structure from Sequences Takeru Miyato Masanori Koyama Kenji Fukumizu 13 12 0 12 Oct 2022
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps Kuilin Chen Chi-Guhn Lee SSL 32 3 0 07 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 53 81 0 03 Oct 2022
Understanding Collapse in Non-Contrastive Siamese Representation Learning Alexander C. Li Alexei A. Efros Deepak Pathak SSL 45 33 0 29 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David A. Clifton Lawrence H. Staib James S. Duncan 43 49 0 27 Sep 2022
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images Qing Li Guoping Qiu 35 2 0 26 Sep 2022
View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning Cunling Bian Wei Feng Fanbo Meng Song Wang 3DH 16 6 0 23 Sep 2022
Fine-Grained VR Sketching: Dataset and Insights Ling Luo Yulia Gryaditskaya Yongxin Yang Tao Xiang Yi-Zhe Song 3DV 3DH 26 13 0 20 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 20 15 0 20 Sep 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning Jiangmeng Li Wenwen Qiang Yanan Zhang Wenyi Mo Changwen Zheng Bing-Huang Su Hui Xiong SSL 21 14 0 16 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 24 0 0 14 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Li-Huan Du Guohao Lan 16 4 0 14 Sep 2022
HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning Joseph DiPalma Lorenzo Torresani Saeed Hassanpour AI4TS MedIm 22 2 0 13 Sep 2022
Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey Rabindra Lamsal Aaron Harwood M. Read 32 20 0 13 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 21 8 0 07 Sep 2022
Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes A. Fedorov Eloy P. T. Geenjaar Lei Wu Tristan Sylvain T. DeRamus Margaux Luck Maria B. Misiura R. Devon Hjelm Sergey Plis Vince D. Calhoun 19 3 0 07 Sep 2022
Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning Tianlin Liu Wennan Liu Lequan Yu Liang Wan Tong Han Lei Zhu 9 4 0 04 Sep 2022
Contrastive Semantic-Guided Image Smoothing Network Jie Wang Yongzhen Wang Yidan Feng Lina Gong Xu Yan H. Xie F. Wang Mingqiang Wei 19 7 0 02 Sep 2022
Self-Supervised Pretraining for 2D Medical Image Segmentation András Kalapos Bálint Gyires-Tóth 9 30 0 01 Sep 2022
Supervised Contrastive Learning with Hard Negative Samples Ruijie Jiang Thuan Q. Nguyen Prakash Ishwar Shuchin Aeron 19 16 0 31 Aug 2022
Unsupervised Representation Learning in Deep Reinforcement Learning: A Review N. Botteghi M. Poel C. Brune SSL OffRL 20 10 0 27 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 11 12 0 18 Aug 2022
Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks Lei Jiang Yongqing Liu Shihai Xiao Yansong Chua 28 0 0 14 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset Zhongyan Zhang Lei Wang Yang Wang Luping Zhou Jianjia Zhang Peng Wang Fangxiao Chen SSL 10 0 0 12 Aug 2022
CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition Pablo V. A. Barros A. Sciutti CVBM 27 7 0 10 Aug 2022
COCOA: Cross Modality Contrastive Learning for Sensor Data Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 40 38 0 31 Jul 2022
Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia Bella Septina Ika Hartanti V. Vito A. M. Arymurthy A. Setiyoko 25 1 0 29 Jul 2022
Self-supervised learning with rotation-invariant kernels Léon Zheng Gilles Puy E. Riccietti Patrick Pérez Rémi Gribonval SSL 9 2 0 28 Jul 2022