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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
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech Badr M. Abdullah Mohammed Maqsood Shaik Bernd Möbius Dietrich Klakow SSL 66 9 0 04 Jun 2023
Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes Alexandros Delitzas Maria Parelli Nikolas Hars G. Vlassis Sotiris Anagnostidis Gregor Bachmann Thomas Hofmann CLIP 53 22 0 04 Jun 2023
MoviePuzzle: Visual Narrative Reasoning through Multimodal Order Learning Jianghui Wang Yuxuan Wang Dongyan Zhao Zilong Zheng 87 1 0 04 Jun 2023
Deep Classifier Mimicry without Data Access Steven Braun Martin Mundt Kristian Kersting DiffM 50 4 0 03 Jun 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 98 8 0 01 Jun 2023
Hierarchical Attention Encoder Decoder Asier Mujika BDL 57 3 0 01 Jun 2023
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction Mevan Ekanayake Zhiwen Chen Mehrtash Harandi Gary Egan Zhaolin Chen 83 3 0 01 Jun 2023
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models Yu-Hsiang Wang Huan Chen Kai-Wei Chang Winston H. Hsu Hung-yi Lee 115 7 0 30 May 2023
EmotionGesture: Audio-Driven Diverse Emotional Co-Speech 3D Gesture Generation Xingqun Qi Chen Liu Lincheng Li Jie Hou Haoran Xin Xin Yu SLR 93 30 0 30 May 2023
Doing the right thing for the right reason: Evaluating artificial moral cognition by probing cost insensitivity Yiran Mao Madeline G. Reinecke M. Kunesch Edgar A. Duénez-Guzmán Ramona Comanescu Julia Haas Joel Z Leibo 64 2 0 29 May 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition Haomiao Yang Jinming Zhao Gholamreza Haffari Ehsan Shareghi 111 7 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 107 33 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 64 8 0 27 May 2023
GIMM: InfoMin-Max for Automated Graph Contrastive Learning Xin Xiong Furao Shen Xiangyu Wang School of Materials Science 76 0 0 27 May 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun Mingxiao Li Zijiao Chen Yunhao Zhang Shaonan Wang Marie-Francine Moens DiffM 111 33 0 26 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 80 5 0 26 May 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 97 38 0 26 May 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 99 6 0 25 May 2023
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization Yunze Tong Junkun Yuan Min Zhang Di-hua Zhu Keli Zhang Leilei Gan Kun Kuang 84 8 0 25 May 2023
TabGSL: Graph Structure Learning for Tabular Data Prediction Jay Chiehen Liao Cheng Li LMTD 54 5 0 25 May 2023
Action Sensitivity Learning for Temporal Action Localization Jiayi Shao Xiaohan Wang Ruijie Quan Junjun Zheng Jiang Yang Yezhou Yang 129 24 0 25 May 2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery Aleksandar Stanić Anand Gopalakrishnan Kazuki Irie Jürgen Schmidhuber OCL 117 15 0 24 May 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 65 7 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 60 2 0 24 May 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion Shao-Yu Wu Damai Dai Ziwei Qin Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui 85 9 0 24 May 2023
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes Barry Menglong Yao Yu Chen Qifan Wang Sijia Wang Minqian Liu Zhiyang Xu Licheng Yu Lifu Huang 126 8 0 24 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 72 4 0 23 May 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 83 23 0 23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 80 0 0 22 May 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages Andrew Rouditchenko Sameer Khurana Samuel Thomas Rogerio Feris Leonid Karlinsky Hilde Kuehne David Harwath Brian Kingsbury James R. Glass VLM 106 22 0 21 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 81 5 0 21 May 2023
DualVC: Dual-mode Voice Conversion using Intra-model Knowledge Distillation and Hybrid Predictive Coding Ziqian Ning Yuepeng Jiang Pengcheng Zhu Jixun Yao Shuai Wang Linfu Xie Mengxiao Bi 73 10 0 21 May 2023
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding Yiding Tan Navonil Majumder Soujanya Poria 38 2 0 20 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 96 1 0 19 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 81 3 0 19 May 2023
Tuned Contrastive Learning Chaitanya Animesh Manmohan Chandraker SSL 39 0 0 18 May 2023
Less Can Be More: Unsupervised Graph Pruning for Large-scale Dynamic Graphs Jintang Li Sheng Tian Ruofan Wu Liang Zhu Welong Zhao Changhua Meng Liang Chen Zibin Zheng Hongzhi Yin 113 10 0 18 May 2023
State Representation Learning Using an Unbalanced Atlas Li Meng Morten Goodwin Anis Yazidi P. Engelstad 79 2 0 17 May 2023
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval Jianfeng Dong Xi Peng Zhe Ma Daizong Liu Xiaoye Qu Xun Yang Jixiang Zhu Baolong Liu 69 12 0 17 May 2023
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning Alexander H. Liu Heng-Jui Chang Michael Auli Wei-Ning Hsu James R. Glass 75 26 0 17 May 2023
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors Einari Vaaras Manu Airaksinen S. Vanhatalo Okko Räsänen 100 4 0 16 May 2023
Style Transfer Enabled Sim2Real Framework for Efficient Learning of Robotic Ultrasound Image Analysis Using Simulated Data Keyu Li Xinyu Mao Chengwei Ye A. Li Yangxin Xu Max Q.-H. Meng MedIm 53 0 0 16 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 110 34 0 15 May 2023
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions Fei Du Peng Yang Qi Jia Fengtao Nan Xiaoting Chen Yun Yang 73 51 0 15 May 2023
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation Fangwen Wu Jingxuan He Yufei Yin Y. Hao Gang Huang Lechao Cheng ISeg 85 6 0 15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 100 0 14 May 2023
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval Han Fang Zhifei Yang Xianghao Zang Chao Ban Hao Sun VGen 66 3 0 13 May 2023
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information Vladimir Araujo Alvaro Soto Marie-Francine Moens KELM 71 2 0 12 May 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 110 72 0 12 May 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information Zixuan Ni Longhui Wei Siliang Tang Yueting Zhuang Qi Tian VLM CLL 118 26 0 11 May 2023