Data-Efficient Image Recognition with Contrastive Predictive Coding

22 May 2019

Ali Razavi

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

50 / 604 papers shown

Title
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 39 10 0 31 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip H. S. Torr Adel Bibi Bernard Ghanem 100 2 0 20 Mar 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework Andrés Munoz Daniel Borrajo 27 0 0 15 Mar 2024
Self-Supervised Learning for Time Series: Contrastive or Generative? Ziyu Liu Azadeh Alavi Minyi Li Xiang Zhang AI4TS 48 7 0 14 Mar 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 63 2 0 11 Mar 2024
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning Bingqian Lin Yanxin Long Yi Zhu Fengda Zhu Xiaodan Liang QiXiang Ye Liang Lin 29 5 0 09 Mar 2024
Augmentations vs Algorithms: What Works in Self-Supervised Learning Warren Morningstar Alex Bijamov Chris Duvarney Luke Friedman N. Kalibhat ... Philip Mansfield Renan A. Rojas-Gomez Karan Singhal Bradley Green Sushant Prakash SSL 27 10 0 08 Mar 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 34 4 0 08 Mar 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration Tony C. W. Mok Zi Li Yunhao Bai Jianpeng Zhang Wei Liu ... D. Jin Yu Shi Xiaoli Yin Le Lu Ling Zhang 43 7 0 29 Feb 2024
Unsupervised learning based object detection using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari SSL 51 1 0 21 Feb 2024
Bayesian Neural Networks with Domain Knowledge Priors Dylan Sam Rattana Pukdee Daniel P. Jeong Yewon Byun J. Zico Kolter BDL UQCV 38 9 0 20 Feb 2024
$f$ -MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning Yiwei Lu Guojun Zhang Sun Sun Hongyu Guo Yaoliang Yu VLM 23 5 0 15 Feb 2024
Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models Shaeke Salman M. Shams Xiuwen Liu Lingjiong Zhu VLM 19 2 0 13 Feb 2024
One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning Haozhen Zhang Xi Xiao Le Yu Qing Li Z. Ling Ye Zhang 22 2 0 12 Feb 2024
Auxiliary Reward Generation with Transition Distance Representation Learning Siyuan Li Shijie Han Yingnan Zhao B. Liang Peng Liu OffRL 38 0 0 12 Feb 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng Yongyuan Liang Xiyao Wang Shuang Ma Hal Daumé Huazhe Xu John Langford Praveen Palanisamy Kalyan Shankar Basu Furong Huang 32 5 0 09 Feb 2024
Statistical Test for Attention Map in Vision Transformer Tomohiro Shiraishi Daiki Miwa Teruyuki Katsuoka Vo Nguyen Le Duy Koichi Taji Ichiro Takeuchi 32 5 0 16 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 30 12 0 09 Jan 2024
Exploiting Data Hierarchy as a New Modality for Contrastive Learning Arjun Bhalla Daniel Levenson Jan Bernhard Anton Abilov 18 0 0 06 Jan 2024
Subjective and Objective Analysis of Indian Social Media Video Quality Sandeep Mishra Mukul Jha A. Bovik 20 0 0 05 Jan 2024
The Right Losses for the Right Gains: Improving the Semantic Consistency of Deep Text-to-Image Generation with Distribution-Sensitive Losses Mahmoud Ahmed Omer Moussa Ismail Shaheen Mohamed S. Abdelfattah Amr Abdalla Marwan Eid Hesham M. Eraqi Mohamed N. Moustafa 21 0 0 18 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 32 1 0 09 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 9 5 0 01 Dec 2023
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 25 17 0 27 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 20 3 0 24 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 27 4 0 15 Nov 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen N. Marinello M. Proesmans Tinne Tuytelaars Luc Van Gool VOT 29 6 0 14 Nov 2023
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition Shuvendu Roy Ali Etemad 39 2 0 12 Nov 2023
Enhancing Instance-Level Image Classification with Set-Level Labels Renyu Zhang Aly A. Khan Yuxin Chen Robert L. Grossman 25 0 0 09 Nov 2023
MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network Haili Sun Yan-Ming Huang Lansheng Han Cai Fu Hongle Liu Xiang Long 21 9 0 04 Nov 2023
Contrastive Difference Predictive Coding Chongyi Zheng Ruslan Salakhutdinov Benjamin Eysenbach AI4TS OffRL 24 11 0 31 Oct 2023
BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles Yi Hu Kai Ye Hyeonjin Kim Ning Lu 16 5 0 26 Oct 2023
Lang3DSG: Language-based contrastive pre-training for 3D Scene Graph prediction Sebastian Koch Pedro Hermosilla Narunas Vaskevicius Mirco Colosi Timo Ropinski 29 9 0 25 Oct 2023
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 25 4 0 23 Oct 2023
A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification Pierre Colombo Nathan Noiry Guillaume Staerman Pablo Piantanida FaML DRL 32 1 0 21 Oct 2023
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images Steffen Wolf Manan Lalit Henry Westmacott Katie McDole Jan Funke OCL 19 6 0 12 Oct 2023
Pre-Training and Fine-Tuning Generative Flow Networks Ling Pan Moksh Jain Kanika Madan Yoshua Bengio 44 13 0 05 Oct 2023
Information Flow in Self-Supervised Learning Zhiyuan Tan Jingqin Yang Weiran Huang Yang Yuan Yifan Zhang SSL 25 13 0 29 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 23 3 0 25 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 26 7 0 25 Sep 2023
Sequential Action-Induced Invariant Representation for Reinforcement Learning Dayang Liang Qihang Chen Yunlong Liu 24 4 0 22 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang T. Luu Thang Vu Chang-Dong Yoo 23 9 0 21 Sep 2023
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based Agile Flight Jiaxu Xing L. Bauersfeld Yunlong Song Chunwei Xing Davide Scaramuzza 20 12 0 18 Sep 2023
PRE: Vision-Language Prompt Learning with Reparameterization Encoder Anh Pham Thi Minh An Duc Nguyen Georgios Tzimiropoulos VPVLM VLM 19 3 0 14 Sep 2023
Semantic reconstruction of continuous language from MEG signals Bo Wang Xiran Xu Longxiang Zhang Boda Xiao Xihong Wu J. Chen 21 2 0 14 Sep 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition Li-Huan Du Xucong Zhang Guohao Lan CVBM 20 1 0 08 Sep 2023
CR-VAE: Contrastive Regularization on Variational Autoencoders for Preventing Posterior Collapse Fotios Lygerakis Elmar Rueckert DRL 11 4 0 06 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 18 0 0 06 Sep 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 28 2 0 30 Aug 2023