v1v2 (latest)

Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,233 papers shown

Title
I2V-GAN: Unpaired Infrared-to-Visible Video Translation Shuang Li Bingfeng Han Zhengyang Yu Chi Harold Liu Kai Chen Shuigen Wang 85 50 0 02 Aug 2021
Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone Vasileios Papapanagiotou Christos Diou A. Delopoulos SSL 53 6 0 02 Aug 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 121 21 0 30 Jul 2021
Object-aware Contrastive Learning for Debiased Scene Representation Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 170 50 0 30 Jul 2021
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals Haizhou Shi Youcai Zhang Siliang Tang Wenjie Zhu Yaqian Li Yandong Guo Yueting Zhuang SyDa 82 15 0 30 Jul 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 47 14 0 30 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 83 55 0 29 Jul 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jiali Duan C.-C. Jay Kuo 96 8 0 29 Jul 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jizong Peng Ping Wang Chrisitian Desrosiers M. Pedersoli SSL 89 65 0 29 Jul 2021
DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis Yuefan Shen Yanchao Yang Youyi Zheng Karen Liu Leonidas Guibas MDE 117 5 0 27 Jul 2021
Predictive Coding: a Theoretical and Experimental Review Beren Millidge A. Seth Christopher L. Buckley AI4CE 86 134 0 27 Jul 2021
Unsupervised Outlier Detection using Memory and Contrastive Learning Ning Huyan Dou Quan Xiangrong Zhang Xuefeng Liang Jocelyn Chanussot L. Jiao 94 23 0 27 Jul 2021
CCGL: Contrastive Cascade Graph Learning Xovee Xu Fan Zhou Kunpeng Zhang Siyuan Liu SSL 74 41 0 27 Jul 2021
Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference Juncheng Li Siliang Tang Linchao Zhu Haochen Shi Xuanwen Huang Leilei Gan Yi Yang Yueting Zhuang 112 28 0 26 Jul 2021
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning Samuel Kessler Bethan Thomas S. Karout SSL 81 30 0 26 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 91 281 0 26 Jul 2021
The Impact of Negative Sampling on Contrastive Structured World Models Ondrej Biza Elise van der Pol Thomas Kipf DRL OffRL 70 2 0 24 Jul 2021
Clustering by Maximizing Mutual Information Across Views Kien Do T. Tran Svetha Venkatesh VLM SSL 60 37 0 24 Jul 2021
Multi-Label Image Classification with Contrastive Learning Son D.Dao Ethan Zhao D.Q. Phung Jianfei Cai SSL 64 26 0 24 Jul 2021
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li Xuesong Yang Meihao Kong Lei Wang Jing Huo Yang Gao Jiebo Luo 55 0 0 22 Jul 2021
Improved Text Classification via Contrastive Adversarial Training Lin Pan Chung-Wei Hang Avirup Sil Saloni Potdar AAML 63 92 0 21 Jul 2021
Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA Sébastien Lachapelle Pau Rodríguez López Yash Sharma Katie Everett Rémi Le Priol Alexandre Lacoste Simon Lacoste-Julien CML OOD 104 141 0 21 Jul 2021
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer Yoni Schirris E. Gavves I. Nederlof H. Horlings Jonas Teuwen 108 95 0 20 Jul 2021
Token-Level Supervised Contrastive Learning for Punctuation Restoration Qiushi Huang Tom Ko Lilian H. Y. Tang Xubo Liu Boyong Wu 65 23 0 19 Jul 2021
Playful Interactions for Representation Learning Sarah Young Jyothish Pari Pieter Abbeel Lerrel Pinto SSL 90 15 0 19 Jul 2021
Hierarchical Few-Shot Imitation with Skill Transition Models Kourosh Hakhamaneshi Ruihan Zhao Albert Zhan Pieter Abbeel Michael Laskin OffRL 93 42 0 19 Jul 2021
A Survey on Role-Oriented Network Embedding Pengfei Jiao Xuan Guo T. Pan Wang Zhang Yulong Pei GNN 78 19 0 18 Jul 2021
Learning De-identified Representations of Prosody from Raw Audio J. Weston R. Lenain U. Meepegama E. Fristed SSL 68 17 0 17 Jul 2021
LeanML: A Design Pattern To Slash Avoidable Wastes in Machine Learning Projects Yves-Laurent Kom Samo 126 1 0 16 Jul 2021
Contrastive Predictive Coding for Anomaly Detection Puck de Haan Sindy Löwe UQCV SSL 108 19 0 16 Jul 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 330 1,986 0 16 Jul 2021
On the Importance of Regularisation & Auxiliary Information in OOD Detection John Mitros Brian Mac Namee 52 2 0 15 Jul 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 93 111 0 14 Jul 2021
ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition Afra Alishahia Grzegorz Chrupała Alejandrina Cristià Emmanuel Dupoux Bertrand Higy Marvin Lavechin Okko Räsänen Chen Yu 63 7 0 14 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 95 51 0 13 Jul 2021
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition Junkun Yuan Anpeng Wu Kun Kuang Yangqiu Song Runze Wu Leilei Gan Lanfen Lin CML 107 38 0 13 Jul 2021
CoBERL: Contrastive BERT for Reinforcement Learning Andrea Banino Adria Puidomenech Badia Jacob Walker Tim Scholtes Jovana Mitrović Charles Blundell OffRL 75 36 0 12 Jul 2021
Contrast R-CNN for Continual Learning in Object Detection Kai Zheng Cen Chen CLL ObjD 81 1 0 11 Jul 2021
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation Yuqian Chen Chaoyi Zhang Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell 79 24 0 11 Jul 2021
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation Hao Zheng Jun Han Hongxiao Wang Lin Yang Zhuo Zhao Chaoli Wang Benlin Liu 81 23 0 10 Jul 2021
Speech2Video: Cross-Modal Distillation for Speech to Video Generation Shijing Si Jianzong Wang Xiaoyang Qu Ning Cheng Wenqi Wei Xinghua Zhu Jing Xiao VGen 67 15 0 10 Jul 2021
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 136 308 0 10 Jul 2021
Improved Language Identification Through Cross-Lingual Self-Supervised Learning Andros Tjandra Diptanu Gon Choudhury Frank Zhang Kritika Singh Alexis Conneau Alexei Baevski Assaf Sela Yatharth Saraf Michael Auli VLM SSL 109 36 0 08 Jul 2021
Machine Learning for Stuttering Identification: Review, Challenges and Future Directions S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 87 50 0 08 Jul 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 281 5,696 0 07 Jul 2021
Discriminative Mutual Information Estimators for Channel Capacity Learning N. A. Letizia Andrea M. Tonello 48 5 0 07 Jul 2021
SelfCF: A Simple Framework for Self-supervised Collaborative Filtering Xin Zhou Aixin Sun Yong Liu Jie Zhang Chunyan Miao SSL 92 84 0 07 Jul 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 69 34 0 06 Jul 2021
Contrastive Multimodal Fusion with TupleInfoNCE Yunze Liu Qingnan Fan Shanghang Zhang Hao Dong Thomas Funkhouser Li Yi 95 68 0 06 Jul 2021
Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning Kaiqi Chen Yong Lee Harold Soh SSL 118 21 0 06 Jul 2021