Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 39 47 0 24 Jul 2023
Rethinking Data Distillation: Do Not Overlook Calibration Dongyao Zhu Bowen Lei Jie M. Zhang Yanbo Fang Ruqi Zhang Yiqun Xie Dongkuan Xu DD FedML 30 15 0 24 Jul 2023
Self-Supervised Learning for Audio-Based Emotion Recognition Peranut Nimitsurachat Peter Washington 32 3 0 23 Jul 2023
Downstream-agnostic Adversarial Examples Ziqi Zhou Shengshan Hu Rui-Qing Zhao Qian Wang L. Zhang Junhui Hou Hai Jin SILM AAML 31 24 0 23 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 39 20 0 22 Jul 2023
On-Robot Bayesian Reinforcement Learning for POMDPs Hai V. Nguyen Sammie Katt Yuchen Xiao Chris Amato OffRL 29 1 0 22 Jul 2023
Towards the Sparseness of Projection Head in Self-Supervised Learning Changwen Zheng Xingzhe Su Jingyao Wang Jingyao Wang Changwen Zheng Gang Hua 47 3 0 18 Jul 2023
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 43 3 0 17 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 36 70 0 10 Jul 2023
FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? Zihao Jiang Yunkai Dang Dong Pang Huishuai Zhang Weiran Huang VLM 57 2 0 09 Jul 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 36 8 0 08 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 59 15 0 07 Jul 2023
Policy Contrastive Imitation Learning Jialei Huang Zhao-Heng Yin Yingdong Hu Yang Gao 40 3 0 06 Jul 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Gene-Ping Yang Yue Gu Qingming Tang Dongsu Du Yuzong Liu 27 5 0 06 Jul 2023
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 26 2 0 05 Jul 2023
A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation Louis Airale Dominique Vaufreydaz Xavier Alameda-Pineda 25 1 0 04 Jul 2023
CardiGraphormer: Unveiling the Power of Self-Supervised Learning in Revolutionizing Drug Discovery Abhijit Gupta 25 0 0 03 Jul 2023
Hierarchical Matching and Reasoning for Multi-Query Image Retrieval Zhong Ji Zhihao Li Yan Zhang Haoran Wang Yanwei Pang Xuelong Li 42 11 0 26 Jun 2023
A Self-supervised Contrastive Learning Method for Grasp Outcomes Prediction Chengliang Liu Binhua Huang Yiwen Liu Yuanzhe Su Kenny T Mai Yupo Zhang Zhengkun Yi Xinyu Wu SSL 36 3 0 26 Jun 2023
Contrastive Multi-view Framework for Customer Lifetime Value Prediction Chuhan Wu Jingjie Li Qinglin Jia Hong Zhu Yuan Fang Ruiming Tang 46 2 0 26 Jun 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring Jungbae Park Seungtaek Choi 32 4 0 25 Jun 2023
Understanding Contrastive Learning Through the Lens of Margins Daniel Rho Taesoo Kim Sooill Park Jaehyun Park Jaehan Park SSL 40 2 0 20 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 33 4 0 19 Jun 2023
HomoGCL: Rethinking Homophily in Graph Contrastive Learning Wenzhong Li Changdong Wang Hui Xiong Jian-Huang Lai 39 23 0 16 Jun 2023
Simplified Temporal Consistency Reinforcement Learning Yi Zhao Wenshuai Zhao Rinu Boney Arno Solin Joni Pajarinen OffRL 35 13 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 46 7 0 14 Jun 2023
Taming Reversible Halftoning via Predictive Luminance Cheuk-Kit Lau Menghan Xia T. Wong 38 1 0 14 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training Lorenzo Baraldi Roberto Amoroso Marcella Cornia Lorenzo Baraldi Andrea Pilzer Rita Cucchiara 38 2 0 12 Jun 2023
Sticker820K: Empowering Interactive Retrieval with Stickers Sijie Zhao Yixiao Ge Zhongang Qi Lin Song Xiaohan Ding Zehua Xie Ying Shan 34 6 0 12 Jun 2023
Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework Minglei Yin Bin Liu Neil Zhenqiang Gong Xin Li AAML 9 1 0 11 Jun 2023
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration Kechun Liu Yitong Jiang Inchang Choi Liang Feng 31 13 0 10 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 47 9 0 08 Jun 2023
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce Juan Gong Zhe Chen Chao Ma Zhuojian Xiao Hong Wang Guoyu Tang Lin Liu Sulong Xu Bo Long Yunjiang Jiang 16 4 0 08 Jun 2023
Context-Aware Self-Supervised Learning of Whole Slide Images Milan Aryal Nasim Yahya Soltani 24 5 0 07 Jun 2023
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System Khazar Khorrami María Andrea Cruz Blandón Tuomas Virtanen Okko Rasanen SSL 32 1 0 05 Jun 2023
LRVS-Fashion: Extending Visual Search with Referring Instructions Simon Lepage Jérémie Mary David Picard 30 1 0 05 Jun 2023
Hierarchical Attention Encoder Decoder Asier Mujika BDL 30 3 0 01 Jun 2023
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction Mevan Ekanayake Zhehuai Chen Mehrtash Harandi Gary Egan Zhaolin Chen 38 3 0 01 Jun 2023
Feature Learning in Image Hierarchies using Functional Maximal Correlation Bo Hu Yuheng Bu José C. Príncipe 27 0 0 31 May 2023
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models Yu-Hsiang Wang Huan Chen Kai-Wei Chang Winston H. Hsu Hung-yi Lee 32 6 0 30 May 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David Evans Li Meng OffRL 31 0 0 30 May 2023
Who Would be Interested in Services? An Entity Graph Learning System for User Targeting Dan Yang Binbin Hu Xiaoyan Yang Yue Shen Qing Cui Jinjie Gu Guannan Zhang 32 4 0 30 May 2023
Automatic Evaluation of Turn-taking Cues in Conversational Speech Synthesis Erik Ekstedt Siyang Wang Éva Székely Joakim Gustafson Gabriel Skantze 28 6 0 29 May 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition Haomiao Yang Jinming Zhao Gholamreza Haffari Ehsan Shareghi 37 6 0 28 May 2023
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval Jiapeng Wang Chengyu Wang Xiaodan Wang Jun Huang Lianwen Jin VLM 39 4 0 28 May 2023
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining Shengchao Liu Weitao Du Zhiming Ma Hongyu Guo Jian Tang 31 30 0 28 May 2023
Non-Sequential Graph Script Induction via Multimedia Grounding Yu Zhou Sha Li Manling Li Xudong Lin Shih-Fu Chang Joey Tianyi Zhou Heng Ji 40 8 0 27 May 2023
Improving Knowledge Distillation via Regularizing Feature Norm and Direction Yuzhu Wang Lechao Cheng Manni Duan Yongheng Wang Zunlei Feng Shu Kong 52 20 0 26 May 2023
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation David Brandfonbrener Ofir Nachum Joan Bruna AI4CE 31 21 0 26 May 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 45 6 0 25 May 2023