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
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 12 3 0 25 Aug 2023
Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models Jan Warchocki Teodor Oprescu Yunhan Wang Alexandru Damacus Paul Misterka Robert-Jan Bruintjes A. Lengyel Ombretta Strafforello J. C. V. Gemert 13 2 0 24 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 19 12 0 22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Wenwen Qiang Changwen Zheng 22 2 0 21 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 21 14 0 19 Aug 2023
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling Ziwei Yang Zhengjun Chen Yasuko Matsubara Yasushi Sakurai 11 2 0 17 Aug 2023
Contrastive Learning for Lane Detection via Cross-Similarity Ali Zoljodi S. Abadijou Mina Alibeigi Masoud Daneshtalab SSL 11 4 0 16 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 43 6 0 13 Aug 2023
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data Cheol Jun Cho Edward F. Chang Gopala K. Anumanchipalli 38 6 0 12 Aug 2023
Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images Amir Akbarnejad Nilanjan Ray P. Barnes G. Bigras 32 7 0 03 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 30 1 0 02 Aug 2023
Graph Contrastive Learning with Generative Adversarial Network Cheng Wu Chao-Hong Wang Jingcao Xu Ziyang Liu Kai Zheng Xiaowei Wang Yang Song Kun Gai GAN 18 21 0 01 Aug 2023
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking Shohreh Deldari Dimitris Spathis Mohammad Malekzadeh F. Kawsar Flora D. Salim Akhil Mathur 27 15 0 31 Jul 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 33 6 0 30 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 24 21 0 22 Jul 2023
Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds Ruisheng Wang Shangfeng Huang Hongxin Yang 3DPC 3DV 11 26 0 21 Jul 2023
Towards the Sparseness of Projection Head in Self-Supervised Learning Zeen Song Xingzhe Su Jingyao Wang Wenwen Qiang Changwen Zheng Fuchun Sun 33 3 0 18 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language Understanding Koustava Goswami Srikrishna Karanam Prateksha Udhayanan J. JosephK. Balaji Vasan Srinivasan VLM 26 8 0 03 Jul 2023
Multi-network Contrastive Learning Based on Global and Local Representations Weiquan Li Xianzhong Long Yun Li SSL 23 0 0 28 Jun 2023
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation Zhaoyang Zhang Zhen Ren Chao Tao Yunsheng Zhang Cheng-Shuang Peng Haifeng Li SSL 35 12 0 28 Jun 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis Divyam Madaan D. Sodickson K. Cho S. Chopra OOD MedIm 15 1 0 23 Jun 2023
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning Ruijie Zheng Xiyao Wang Yanchao Sun Shuang Ma Jieyu Zhao Huazhe Xu Hal Daumé Furong Huang 43 35 0 22 Jun 2023
Graph Self-Supervised Learning for Endoscopic Image Matching Manel Farhat A. Ben-Hamadou SSL 21 1 0 19 Jun 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 32 83 0 15 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jiafan Zhuang Luyang Luo Hao Chen 22 11 0 15 Jun 2023
Generated Graph Detection Y. Ma Zhikun Zhang Ning Yu Xinlei He Michael Backes Yun Shen Yang Zhang 14 0 0 13 Jun 2023
Learning Unnormalized Statistical Models via Compositional Optimization Wei Jiang Jiayu Qin Lingyu Wu Changyou Chen Tianbao Yang Lijun Zhang 28 3 0 13 Jun 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 19 171 0 11 Jun 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 18 28 0 07 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 17 4 0 07 Jun 2023
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function Jinyoung Kim Soonwoo Kwon Hyojun Go Yunsung Lee Seungtaek Choi Hyun-Gyoon Kim 27 1 0 07 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 30 28 0 02 Jun 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 26 51 0 02 Jun 2023
Matrix Information Theory for Self-Supervised Learning Yifan Zhang Zhi-Hao Tan Jingqin Yang Weiran Huang Yang Yuan SSL 42 16 0 27 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan F. Khan Lei Huang 32 5 0 26 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 26 36 0 23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 24 0 0 22 May 2023
How does Contrastive Learning Organize Images? Yunzhe Zhang Yao Lu Qi Xuan SSL 24 0 0 17 May 2023
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors Einari Vaaras Manu Airaksinen S. Vanhatalo Okko Rasanen 12 4 0 16 May 2023
PointCMP: Contrastive Mask Prediction for Self-supervised Learning on Point Cloud Videos Zhiqiang Shen Xiaoxiao Sheng Longguang Wang Y. Guo Qiong Liu Xiaoping Zhou 3DPC SSL 20 14 0 06 May 2023
Learning imaging mechanism directly from optical microscopy observations Ze-Hao Wang Long-Kun Shan Tong-Tian Weng Tianrun Chen Qiyuan Wang Xiang-Dong Chen Zhang Wang Guanghsheng Guo Hefei 230088 DiffM 17 1 0 25 Apr 2023
Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation Chen Zhao Weixi Cai Zheng Yuan Cheng Hu 23 0 0 24 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 44 273 0 24 Apr 2023
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training Emanuele Sansone Robin Manhaeve BDL FedML GAN 21 5 0 22 Apr 2023
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 19 5 0 19 Apr 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review Ravid Shwartz-Ziv Yann LeCun SSL 27 71 0 19 Apr 2023
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction Yiming Lei Zilong Li Yan Shen Junping Zhang Hongming Shan 26 17 0 17 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 101 3,017 0 14 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 21 28 0 10 Apr 2023
Self-Supervised Video Similarity Learning Giorgos Kordopatis-Zilos Giorgos Tolias Christos Tzelepis I. Kompatsiaris Ioannis Patras Symeon Papadopoulos SSL 31 8 0 06 Apr 2023