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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,229 papers shown

Title
Improving Continual Relation Extraction by Distinguishing Analogous Semantics Wenzheng Zhao Yuanning Cui Wei Hu CLL 66 20 0 11 May 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 79 5 0 10 May 2023
Traffic Forecasting on New Roads Using Spatial Contrastive Pre-Training (SCPT) Arian Prabowo Hao Xue Wei Shao Piotr Koniusz Flora D. Salim AI4TS 92 14 0 09 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey Ben Fei Weidong Yang Liwen Liu Tian-jian Luo Rui Zhang Yixuan Li Ying He 3DPC 113 19 0 08 May 2023
MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents Anastasia Razdaibiedina Alexander Brechalov 72 4 0 07 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 85 11 0 03 May 2023
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography Debayan Bhattacharya S. Latus F. Behrendt Florin Thimm D. Eggert C. Betz Alexander Schlaefer 19 0 0 26 Apr 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 28 1 0 25 Apr 2023
Shuffle & Divide: Contrastive Learning for Long Text Joonseok Lee Seongho Joe Kyoungwon Park Bogun Kim Ho. Kang Jaeseon Park Youngjune Gwon 42 0 0 19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 60 1 0 19 Apr 2023
Decoupling anomaly discrimination and representation learning: self-supervised learning for anomaly detection on attributed graph Yanming Hu Chuan Chen Bowen Deng Yujing Lai Hao Lin Zibin Zheng Jing Bian 85 3 0 11 Apr 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR Yuchen Hu Cheng Chen Qiu-shi Zhu Eng Siong Chng 122 16 0 11 Apr 2023
Supervised Contrastive Learning with Heterogeneous Similarity for Distribution Shifts Takuro Kutsuna 29 1 0 07 Apr 2023
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation Xiangyi Yan Junayed Naushad Chenyu You Hao Tang Shanlin Sun Kun Han Haoyu Ma James Duncan Xiaohui Xie SSL 71 4 0 06 Apr 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 107 6 0 06 Apr 2023
Adaptive Data Augmentation for Contrastive Learning Yu-Hui Zhang He Zhu Shan Yu 81 8 0 05 Apr 2023
Self-Supervised Siamese Autoencoders Friederike Baier Sebastian Mair Samuel G. Fadel SSL 92 4 0 05 Apr 2023
Motion-R3: Fast and Accurate Motion Annotation via Representation-based Representativeness Ranking Jubo Yu Tianxiang Ren Shihui Guo Fengyi Fang Kai Wang Zi-Xin Zeng Yazhan Zhang A. Aristidou Yipeng Qin 3DV 78 0 0 04 Apr 2023
Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning Tongzhou Wang Antonio Torralba Phillip Isola Amy Zhang OffRL 151 45 0 03 Apr 2023
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies Ligong Han Seung-Jun Han Shivchander Sudalairaj Charlotte Loh Rumen Dangovski ... Pulkit Agrawal Dimitris N. Metaxas Leonid Karlinsky Tsui-Wei Weng Akash Srivastava 98 1 0 02 Apr 2023
Adversary-Aware Partial label learning with Label distillation Cheng Chen Yueming Lyu Ivor W.Tsang AAML 49 0 0 02 Apr 2023
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild Avinab Saha Sandeep Mishra A. Bovik 94 83 0 02 Apr 2023
Accelerating exploration and representation learning with offline pre-training Bogdan Mazoure Jake Bruce Doina Precup Rob Fergus Ankit Anand OffRL 70 5 0 31 Mar 2023
DIME-FM: DIstilling Multimodal and Efficient Foundation Models Ximeng Sun Pengchuan Zhang Peizhao Zhang Hardik Shah Kate Saenko Xide Xia VLM 109 22 0 31 Mar 2023
Hindi as a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples H. Ryu Arda Senocak In So Kweon Joon Son Chung VLM 98 8 0 30 Mar 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 75 28 0 30 Mar 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 122 25 0 29 Mar 2023
Point2Vec for Self-Supervised Representation Learning on Point Clouds Karim Abou Zeid Jonas Schult Alexander Hermans Bastian Leibe 3DPC 73 30 0 29 Mar 2023
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert Jiadong Wang Xinyuan Qian Malu Zhang R. Tan Haizhou Li EGVM 73 103 0 29 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 298 1,206 0 27 Mar 2023
Learning Rotation-Equivariant Features for Visual Correspondence Jongmin Lee Byung-soo Kim Seungwook Kim Minsu Cho SSL 68 27 0 25 Mar 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 71 15 0 25 Mar 2023
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey Tongzhou Mu H. Su OffRL 72 1 0 23 Mar 2023
Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains Yunpeng Huang X. Tu Gui Fu Tingting Liu Bokai Liu Ming-Hsuan Yang Ziliang Feng 88 6 0 23 Mar 2023
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World Qifan Yu Juncheng Li Yuehua Wu Siliang Tang Wei Ji Yueting Zhuang 105 38 0 23 Mar 2023
Reinforcement Learning with Exogenous States and Rewards George Trimponias Thomas G. Dietterich OffRL 65 2 0 22 Mar 2023
Self-supervised Learning with Speech Modulation Dropout Samik Sadhu H. Hermansky SSL 67 0 0 22 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 47 0 0 22 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 72 2 0 22 Mar 2023
Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos Sixun Dong Huazhang Hu Dongze Lian Weixin Luo Yichen Qian Shenghua Gao ViT AI4TS 73 12 0 22 Mar 2023
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation Vitaliy Kinakh M. Drozdova Svyatoslav Voloshynovskiy 83 2 0 21 Mar 2023
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation Fabian Deuser Konrad Habel Norbert Oswald 93 60 0 21 Mar 2023
ADCNet: Learning from Raw Radar Data via Distillation Bo Yang Ishan Khatri Michael Happold Chulong Chen 84 7 0 21 Mar 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation Gefen Dawidowicz Elad Hirsch A. Tal 78 15 0 21 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 122 68 0 20 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 135 11 0 20 Mar 2023
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning Hao Yang Lanqing Hong Aoxue Li Tianyang Hu Zhenguo Li G. Lee Liwei Wang 87 15 0 20 Mar 2023
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images Hao Wang Euijoon Ahn Jinman Kim 74 8 0 20 Mar 2023
Code-Switching Text Generation and Injection in Mandarin-English ASR Haibin Yu Yuxuan Hu Yao Qian Ma Jin Linquan Liu Shujie Liu Yu Shi Y. Qian Ed Lin Michael Zeng 59 11 0 20 Mar 2023
Exploring Representation Learning for Small-Footprint Keyword Spotting Fan Cui Liyong Guo Quandong Wang Peng Gao Yujun Wang SSL 96 3 0 20 Mar 2023