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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,325 papers shown

Title
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild Weiyao Wang Byung-Hak Kim Varun Ganapathi SSL LMTD 65 1 0 02 Nov 2022
Behavior Prior Representation learning for Offline Reinforcement Learning Hongyu Zang Xin Li Jie Yu Chen Liu Riashat Islam Rémi Tachet des Combes Romain Laroche OffRL OnRL 112 10 0 02 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 88 7 0 02 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 83 17 0 02 Nov 2022
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang Yanchao Sun Jiahao Su Fengxiang He Xinmei Tian Furong Huang Dinesh Manocha Dacheng Tao 98 13 0 02 Nov 2022
SEIL: Simulation-augmented Equivariant Imitation Learning Ming Jia Dian Wang Guanang Su David Klee Xu Zhu Robin Walters Robert Platt 105 19 0 31 Oct 2022
Textless Direct Speech-to-Speech Translation with Discrete Speech Representation Xinjian Li Ye Jia Chung-Cheng Chiu 112 30 0 31 Oct 2022
ImagineNET: Target Speaker Extraction with Intermittent Visual Cue through Embedding Inpainting Zexu Pan Wupeng Wang Marvin Borsdorf Haizhou Li 116 12 0 31 Oct 2022
A robust estimator of mutual information for deep learning interpretability Davide Piras H. Peiris A. Pontzen Luisa Lucie-Smith Ningyuan Guo Brian D. Nord SSL DRL 93 17 0 31 Oct 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 122 31 0 30 Oct 2022
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 223 148 0 30 Oct 2022
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability Zhe Li Man-Wai Mak SSL 123 6 0 29 Oct 2022
Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution Kwanhyung Lee John Won Heejung Hyun Sangchul Hahn Edward Choi Joohyung Lee 47 3 0 29 Oct 2022
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 113 19 0 28 Oct 2022
Federated Learning with Intermediate Representation Regularization Ye Lin Tun Chu Myaet Thwal Yu Min Park Seong-Bae Park Choong Seon Hong FedML 90 7 0 28 Oct 2022
FUSSL: Fuzzy Uncertain Self Supervised Learning S. Mohamadi Gianfranco Doretto Donald Adjeroh 73 6 0 28 Oct 2022
Evaluating context-invariance in unsupervised speech representations Mark Hallap Emmanuel Dupoux Ewan Dunbar SSL 103 11 0 27 Oct 2022
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 88 30 0 27 Oct 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 115 9 0 27 Oct 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair Brian Zhu Gokul Narayanan Eugen Solowjow Sergey Levine OffRL OnRL 136 16 0 27 Oct 2022
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Hritam Basak Soumitri Chattopadhyay Rohit Kundu Sayan Nag R. Mallipeddi SSL 85 8 0 26 Oct 2022
Efficient Utilization of Large Pre-Trained Models for Low Resource ASR Peter Vieting Christoph Luscher Julian Dierkes Ralf Schluter Hermann Ney 74 5 0 26 Oct 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 79 11 0 26 Oct 2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 80 15 0 26 Oct 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin Haifeng Hu SSL 76 15 0 26 Oct 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation Zhiqi Zhang Nitin Bansal Changjiang Cai Pan Ji Qingan Yan Xiangyu Xu Yi Tian Xu 102 5 0 25 Oct 2022
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach Xulong Zhang Jianzong Wang Ning Cheng Kexin Zhu Jing Xiao 65 1 0 25 Oct 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval Gyuwan Kim Jinhyuk Lee Barlas Oğuz Wenhan Xiong Yizhe Zhang Yashar Mehdad William Yang Wang 89 2 0 25 Oct 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text Buse Giledereli Wenxiang Jiao Mei-Jun Liu Carl Allen Zhaopeng Tu Mrinmaya Sachan 99 11 0 24 Oct 2022
Evaluating Long-Term Memory in 3D Mazes J. Pašukonis Timothy Lillicrap Danijar Hafner 3DV 88 23 0 24 Oct 2022
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees Andrea Tirinzoni Matteo Papini Ahmed Touati A. Lazaric Matteo Pirotta 83 4 0 24 Oct 2022
Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing Haomiao Yang Jinming Zhao Gholamreza Haffari Ehsan Shareghi 81 2 0 24 Oct 2022
Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems Xiaolin Zheng Rui Wu Zhongxuan Han Chaochao Chen Lin Chen Bing Han 74 8 0 24 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 87 2 0 23 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 78 8 0 23 Oct 2022
Neural Eigenfunctions Are Structured Representation Learners Zhijie Deng Jiaxin Shi Hao Zhang Peng Cui Cewu Lu Jun Zhu 115 14 0 23 Oct 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 88 26 0 22 Oct 2022
Self-supervised Graph-based Point-of-interest Recommendation Yongqian Li Tong Chen P. Zhang Zi Huang Hongzhi Yin 59 4 0 22 Oct 2022
Guided contrastive self-supervised pre-training for automatic speech recognition Aparna Khare Minhua Wu Saurabhchand Bhati J. Droppo Roland Maas SSL 75 0 0 22 Oct 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 97 4 0 22 Oct 2022
Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis Florian Lux Ching-Yi Chen Ngoc Thang Vu 57 1 0 21 Oct 2022
HCL: Improving Graph Representation with Hierarchical Contrastive Learning Jun Wang Weixun Li Changyu Hou Xin Tang Yixuan Qiao Rui Fang Pengyong Li Peng Gao Guowang Xie 69 1 0 21 Oct 2022
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions) François Remy Kris Demuynck Thomas Demeester 67 14 0 21 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing Zefeng Cai Xiangyu Li Binyuan Hui Min Yang Bowen Li ... Zhen Cao Weijie Li Fei Huang Luo Si Yongbin Li 73 32 0 21 Oct 2022
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection Jules Bourcier Thomas Floquet G. Dashyan Tugdual Ceillier Alahari Karteek Jocelyn Chanussot SSL 50 1 0 21 Oct 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 72 112 0 21 Oct 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling Beiwen Tian Liyi Luo Hao Zhao Guyue Zhou 97 25 0 20 Oct 2022
i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? Kevin Zhang Zhiqiang Shen 71 8 0 20 Oct 2022
Self-Supervised Learning via Maximum Entropy Coding Xin Liu Zhongdao Wang Yali Li Shengjin Wang SSL 142 43 0 20 Oct 2022
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 110 20 0 20 Oct 2022