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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,324 papers shown

Title
Exploring Stochastic Autoregressive Image Modeling for Visual Representation Yu-Hang Qi Fan Yang Yousong Zhu Yufei Liu Liwei Wu Rui Zhao Wei Li DiffM 57 13 0 03 Dec 2022
Contrastive Domain Adaptation for Time-Series via Temporal Mixup Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 60 35 0 03 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 168 51 0 02 Dec 2022
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Fangxun Shu Biaolong Chen Yue Liao Shuwen Xiao Wenyu Sun Xiaobo Li Yousong Zhu Jinqiao Wang Si Liu CLIP 86 12 0 02 Dec 2022
Scaling Language-Image Pre-training via Masking Yanghao Li Haoqi Fan Ronghang Hu Christoph Feichtenhofer Kaiming He CLIP VLM 113 330 0 01 Dec 2022
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs Junbum Cha Jonghwan Mun Byungseok Roh VLM 133 91 0 01 Dec 2022
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data Shaojia Ge Hong Gu W. Su Anne Lonnqvist O. Antropov 67 5 0 01 Dec 2022
Time-Efficient Reward Learning via Visually Assisted Cluster Ranking David Zhang Micah Carroll Andreea Bobu Anca Dragan 76 4 0 30 Nov 2022
Normalized Contrastive Learning for Text-Video Retrieval Yookoon Park Mahmoud Azab Bo Xiong Seungwhan Moon Florian Metze Gourab Kundu Kirmani Ahmed 80 12 0 30 Nov 2022
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces Li Sun Junda Ye Hao Peng Feiyang Wang Philip S. Yu CLL 122 32 0 30 Nov 2022
Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni Simon Jenni Paolo Favaro 103 3 0 30 Nov 2022
Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification De Cheng Haichun Tai N. Wang Zhen Wang Xinbo Gao 95 3 0 30 Nov 2022
Procedural Image Programs for Representation Learning Manel Baradad Chun-Fu Jonas Wulff Tongzhou Wang Rogerio Feris Antonio Torralba Phillip Isola 105 23 0 29 Nov 2022
MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for Speech Recognition Xiaohuan Zhou Jiaming Wang Zeyu Cui Shiliang Zhang Zhijie Yan Jingren Zhou Chang Zhou 103 12 0 29 Nov 2022
Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation Jiangyong Huang William Zhu Baoxiong Jia Zan Wang Xiaojian Ma Qing Li Siyuan Huang 123 5 0 28 Nov 2022
Semi-supervised binary classification with latent distance learning Imam Mustafa Kamal Hyerim Bae SSL 119 5 0 28 Nov 2022
Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar Rishabh Agarwal Xinyang Geng George Tucker Sergey Levine OffRL 137 51 0 28 Nov 2022
Mix and Localize: Localizing Sound Sources in Mixtures Xixi Hu Ziyang Chen Andrew Owens 96 52 0 28 Nov 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images Wei Chen Chen Li Dan Chen Xin Luo MedIm SSL 79 12 0 27 Nov 2022
SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation T. Lentsch Zimin Xia Holger Caesar Julian F. P. Kooij 82 34 0 26 Nov 2022
A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix Wenbin Li Meihao Kong Xuesong Yang Lei Wang Jing Huo Yang Gao Jiebo Luo 47 0 0 26 Nov 2022
Link Prediction with Non-Contrastive Learning William Shiao Zhichun Guo Tong Zhao Evangelos E. Papalexakis Yozen Liu Neil Shah 111 15 0 25 Nov 2022
Contrastive pretraining for semantic segmentation is robust to noisy positive pairs Sebastian Gerard Josephine Sullivan 92 1 0 24 Nov 2022
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z Leibo 131 34 0 24 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 77 52 0 24 Nov 2022
Delving into Out-of-Distribution Detection with Vision-Language Representations Yifei Ming Ziyan Cai Jiuxiang Gu Yiyou Sun W. Li Yixuan Li VLM OODD 132 174 0 24 Nov 2022
TESSP: Text-Enhanced Self-Supervised Speech Pre-training Zhuoyuan Yao Shuo Ren Sanyuan Chen Ziyang Ma Pengcheng Guo Linfu Xie 93 5 0 24 Nov 2022
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment Yuchen Ma Yanbei Chen Zeynep Akata 64 8 0 23 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 77 4 0 23 Nov 2022
ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event Classification Sara Atito Muhammad Awais Wenwu Wang Mark D. Plumbley J. Kittler ViT 71 11 0 23 Nov 2022
Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning Junjie Wang Yao Mu Dong Li Qichao Zhang Dongbin Zhao Yuzheng Zhuang Ping Luo Bin Wang Jianye Hao OffRL 88 3 0 23 Nov 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 98 2 0 22 Nov 2022
On Narrative Information and the Distillation of Stories Dylan R. Ashley Vincent Herrmann Zachary Friggstad Jürgen Schmidhuber 45 0 0 22 Nov 2022
Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images Alexander Ororbia A. Mali BDL 83 11 0 22 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 84 4 0 22 Nov 2022
Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data A. Janda Brandon Wagstaff Edwin G. Ng J. Kelly 3DPC 38 4 0 21 Nov 2022
VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning Qiu-shi Zhu Long Zhou Zi-Hua Zhang Shujie Liu Binxing Jiao Jie Zhang Lirong Dai Daxin Jiang Jinyu Li Furu Wei 115 38 0 21 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 66 0 0 21 Nov 2022
Unifying Vision-Language Representation Space with Single-tower Transformer Jiho Jang Chaerin Kong D. Jeon Seonhoon Kim Nojun Kwak 113 21 0 21 Nov 2022
Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training Ling Yang Zhilin Huang Yang Song Shenda Hong Ge Li Wentao Zhang Tengjiao Wang Guohao Li Ming-Hsuan Yang 104 57 0 21 Nov 2022
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather Jong-Lyul Jeong Jong-hwan Kim 73 2 0 21 Nov 2022
Scalable Collaborative Learning via Representation Sharing Frédéric Berdoz Abhishek Singh Martin Jaggi Ramesh Raskar FedML 103 3 0 20 Nov 2022
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 67 6 0 20 Nov 2022
Local Contrastive Feature learning for Tabular Data Zhabiz Gharibshah Xingquan Zhu SSL 49 10 0 19 Nov 2022
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Zongshang Pang Yuta Nakashima Mayu Otani Hajime Nagahara 52 6 0 18 Nov 2022
MelHuBERT: A simplified HuBERT on Mel spectrograms Tzu-Quan Lin Hung-yi Lee Hao Tang SSL 92 16 0 17 Nov 2022
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information Weijie Su Xizhou Zhu Chenxin Tao Lewei Lu Bin Li Gao Huang Yu Qiao Xiaogang Wang Jie Zhou Jifeng Dai 97 42 0 17 Nov 2022
CAE v2: Context Autoencoder with CLIP Target Xinyu Zhang Jiahui Chen Junkun Yuan Qiang Chen Jian Wang ... Jimin Pi Kun Yao Junyu Han Errui Ding Jingdong Wang VLM CLIP 109 24 0 17 Nov 2022
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki Edoardo Ponti 87 46 0 17 Nov 2022
CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers N. Frumkin Dibakar Gope Diana Marculescu ViT MQ 65 1 0 17 Nov 2022