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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing Shengchao Liu Weili Nie Chengpeng Wang Jiarui Lu Zhuoran Qiao Ling Liu Jian Tang Chaowei Xiao Anima Anandkumar 138 169 0 21 Dec 2022
Semantically-informed Hierarchical Event Modeling Shubhashis Roy Dipta Mehdi Rezaee Francis Feraro 79 2 0 20 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 87 10 0 20 Dec 2022
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 93 4 0 19 Dec 2022
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective Pengfei Xi Guifeng Wang Zhipeng Hu Yu Xiong Ming‐Fu Gong ... Runze Wu Yu-qiong Ding Tangjie Lv Changjie Fan Xiangnan Feng CML AI4TS AI4CE 51 0 0 17 Dec 2022
Latent Variable Representation for Reinforcement Learning Zhaolin Ren Chenjun Xiao Tianjun Zhang Na Li Zhaoran Wang Sujay Sanghavi Dale Schuurmans Bo Dai OffRL 106 10 0 17 Dec 2022
Hard Sample Aware Network for Contrastive Deep Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu Zhen Wang K. Liang Wenxuan Tu Liangjun Li Jingcan Duan Cancan Chen 118 108 0 16 Dec 2022
Context-aware Fine-tuning of Self-supervised Speech Models Suwon Shon Felix Wu Kwangyoun Kim Prashant Sridhar Karen Livescu Shinji Watanabe 78 9 0 16 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 117 92 0 16 Dec 2022
MAViL: Masked Audio-Video Learners Po-Yao (Bernie) Huang Vasu Sharma Hu Xu Chaitanya K. Ryali Haoqi Fan Yanghao Li Shang-Wen Li Gargi Ghosh Jitendra Malik Christoph Feichtenhofer 85 54 0 15 Dec 2022
Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training Yusuke Akamatsu Yoshifumi Onishi Hitoshi Imaoka Junko Kameyama Hideo Tsurushima 3DH MedIm 66 3 0 15 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 131 97 0 14 Dec 2022
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu Zhe Wang Shaoshuai Shi Hang Xu Lanqing Hong Hongsheng Li 68 27 0 14 Dec 2022
Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator Amrutha Prasad Juan Pablo Zuluaga P. Motlícek Seyyed Saeed Sarfjoo Iuliia Nigmatulina Karel Veselý 61 3 0 14 Dec 2022
Reproducible scaling laws for contrastive language-image learning Mehdi Cherti Romain Beaumont Ross Wightman Mitchell Wortsman Gabriel Ilharco Cade Gordon Christoph Schuhmann Ludwig Schmidt J. Jitsev VLM CLIP 144 825 0 14 Dec 2022
Significantly Improving Zero-Shot X-ray Pathology Classification via Fine-tuning Pre-trained Image-Text Encoders Jongseong Jang Daeun Kyung Seunghyeon Kim Honglak Lee Kyunghoon Bae Edward Choi LM&MA MedIm 74 11 0 14 Dec 2022
MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning Xumeng Gong Cheng Yang Chuan Shi VLM 72 44 0 14 Dec 2022
Understanding Zero-Shot Adversarial Robustness for Large-Scale Models Chengzhi Mao Scott Geng Junfeng Yang Xin Eric Wang Carl Vondrick VLM 106 71 0 14 Dec 2022
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding Haoxuan You Rui Sun Zhecan Wang Kai-Wei Chang Shih-Fu Chang 56 5 0 14 Dec 2022
Learning Robotic Navigation from Experience: Principles, Methods, and Recent Results Sergey Levine Dhruv Shah SSL 95 23 0 13 Dec 2022
Boosting Semi-Supervised Learning with Contrastive Complementary Labeling Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 119 10 0 13 Dec 2022
Coarse-to-Fine Contrastive Learning on Graphs Peiyao Zhao Yuangang Pan Xin Li Xu Chen Ivor W. Tsang L. Liao SSL 68 5 0 13 Dec 2022
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline Nicklas Hansen Zhecheng Yuan Yanjie Ze Tongzhou Mu Aravind Rajeswaran H. Su Huazhe Xu Xiaolong Wang 99 66 0 12 Dec 2022
Human Mobility Modeling During the COVID-19 Pandemic via Deep Graph Diffusion Infomax Yang Liu Yu Rong Zhuoning Guo Nuo Chen Tingyang Xu Fugee Tsung Jia Li 75 12 0 12 Dec 2022
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition Peyman Baghershahi Reshad Hosseini H. Moradi GNN 89 4 0 11 Dec 2022
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation Li Lin Linkai Peng Huaqing He Pujin Cheng Jiewei Wu Kenneth K. Y. Wong Xiaoying Tang 109 15 0 11 Dec 2022
Using Multiple Instance Learning to Build Multimodal Representations Peiqi Wang W. Wells Seth Berkowitz Steven Horng Polina Golland SSL 65 6 0 11 Dec 2022
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense Yang Yu Qi Liu Likang Wu Runlong Yu Sanshi Lei Yu Zaixin Zhang FedML 78 50 0 11 Dec 2022
Audiovisual Masked Autoencoders Mariana-Iuliana Georgescu Eduardo Fonseca Radu Tudor Ionescu Mario Lucic Cordelia Schmid Anurag Arnab SSL 123 45 0 09 Dec 2022
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning Jishnu Mukhoti Tsung-Yu Lin Omid Poursaeed Rui Wang Ashish Shah Philip Torr Ser-Nam Lim VLM 137 83 0 09 Dec 2022
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition Xin Ni Yong Liu Hao Wen Yatai Ji Jing Xiao Yujiu Yang 108 12 0 09 Dec 2022
Implicit variance regularization in non-contrastive SSL Manu Srinath Halvagal Axel Laborieux Friedemann Zenke 135 10 0 09 Dec 2022
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets Mingu Kang Heon Song Seonwook Park Donggeun Yoo Sérgio Pereira 70 139 0 09 Dec 2022
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection Kyle Buettner Adriana Kovashka 58 2 0 09 Dec 2022
Localized Contrastive Learning on Graphs Hengrui Zhang Qitian Wu Yu Wang Shaofeng Zhang Junchi Yan Philip S. Yu 92 12 0 08 Dec 2022
PALMER: Perception-Action Loop with Memory for Long-Horizon Planning Onur Beker Mohammad Mohammadi Amir Zamir 60 3 0 08 Dec 2022
Learning Video Representations from Large Language Models Yue Zhao Ishan Misra Philipp Krahenbuhl Rohit Girdhar VLM AI4TS 126 178 0 08 Dec 2022
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples Jiawei Zhu Mei Hong R. Du Haifeng Li 90 3 0 08 Dec 2022
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning Yixiong Chen Chunhui Zhang C. Ding Li Liu 99 14 0 08 Dec 2022
Teaching Matters: Investigating the Role of Supervision in Vision Transformers Matthew Walmer Saksham Suri Kamal Gupta Abhinav Shrivastava 79 33 0 07 Dec 2022
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models Gowthami Somepalli Vasu Singla Micah Goldblum Jonas Geiping Tom Goldstein 114 330 0 07 Dec 2022
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction Jiahao Ji Jingyuan Wang Chaoqin Huang Junjie Wu Bo Xu Zhen Wu Junbo Zhang Yu Zheng OOD AI4TS 108 180 0 07 Dec 2022
Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit Pengcheng Li Genshun Wan Fenglin Ding Hang Chen Jianqing Gao Jia Pan Cong Liu SSL 60 1 0 07 Dec 2022
Learning the joint distribution of two sequences using little or no paired data Soroosh Mariooryad Matt Shannon Siyuan Ma Tom Bagby David Kao Daisy Stanton Eric Battenberg RJ Skerry-Ryan 89 2 0 06 Dec 2022
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations Minghao Chen Renbo Tu Chenxi Huang Yuqi Lin Boxi Wu Deng Cai SSL AI4TS 90 1 0 06 Dec 2022
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty H. Choi Zhixiang Chen Xuepeng Shi Tae-Kyun Kim 71 4 0 06 Dec 2022
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning Jianfeng Dong Sheng-li Sun Zhongling Liu Shujie Chen Baolong Liu Xun Wang 92 41 0 05 Dec 2022
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation Zicheng Zhang Yi Zhu Jian-zhuo Liu Xiaodan Liang Wei Ke 141 29 0 04 Dec 2022
Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels Kangyu Weng Aohua Cheng Ziyang Zhang Pei Sun Yang Tian 115 2 0 04 Dec 2022
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests Christopher Beckham Martin Weiss Florian Golemo S. Honari Derek Nowrouzezahrai C. Pal 112 7 0 03 Dec 2022