Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,501 papers shown

Title
Predictive variational autoencoder for learning robust representations of time-series data Julia Huiming Wang Dexter Tsin Tatiana Engel CML OOD AI4TS 37 2 0 12 Dec 2023
RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning Jiashuo Fan Yaoyuan Liang Leyao Liu Shao-Lun Huang Lei Zhang 30 2 0 11 Dec 2023
RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos Tanveer Hannan Md. Mohaiminul Islam Thomas Seidl Gedas Bertasius 33 3 0 11 Dec 2023
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning Cheng Liang Donghua Yang Zhiyu Liang Hongzhi Wang Zheng Liang Xiyang Zhang Jianfeng Huang AI4TS 250 1 0 09 Dec 2023
NeuSD: Surface Completion with Multi-View Text-to-Image Diffusion Savva Ignatyev Daniil Selikhanovych Oleg Voynov Yiqun Wang Peter Wonka Stamatios Lefkimmiatis Evgeny Burnaev 29 0 0 07 Dec 2023
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Navid Mohammadi Foumani Chang Wei Tan Geoffrey I. Webb Hamid Rezatofighi Mahsa Salehi SSL AI4TS 33 5 0 07 Dec 2023
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging Seungyeon Lee Thai-Hoang Pham Zhao Cheng Ping Zhang 36 0 0 06 Dec 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 31 2 0 05 Dec 2023
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction Zilin Du Haoxin Li Xu Guo Boyang Li 37 1 0 05 Dec 2023
Removing Biases from Molecular Representations via Information Maximization Chenyu Wang Sharut Gupta Caroline Uhler Tommi Jaakkola 34 4 0 01 Dec 2023
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning Aristotelis Ballas Vasileios Papapanagiotou Christos Diou 35 0 0 01 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 22 5 0 01 Dec 2023
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 55 2 0 01 Dec 2023
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Linzi Xing Quan Tran Fabian Caba Franck Dernoncourt Seunghyun Yoon Zhaowen Wang Trung Bui Giuseppe Carenini 51 1 0 30 Nov 2023
Robust Concept Erasure via Kernelized Rate-Distortion Maximization Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 36 4 0 30 Nov 2023
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks Zongwei Wang Junliang Yu Min Gao Hongzhi Yin Bin Cui S. Sadiq AAML 41 7 0 30 Nov 2023
FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for Distortion-Invariant Robust Speech Recognition Dongning Yang Wei Wang Yanmin Qian 26 3 0 29 Nov 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 39 8 0 29 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 42 31 0 28 Nov 2023
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning Yaoquan Wei Shunyu Liu Mingli Song Tongya Zheng Kaixuan Chen Yong Wang Mingli Song 27 0 0 28 Nov 2023
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 36 7 0 28 Nov 2023
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 35 17 0 27 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 51 3 0 27 Nov 2023
GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence Van Nguyen Nguyen Thibault Groueix Mathieu Salzmann Vincent Lepetit 3DPC 3DH 43 50 0 23 Nov 2023
Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning Achref Jaziri Sina Ditzel Iuliia Pliushch Visvanathan Ramesh SSL 49 1 0 22 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 53 56 0 21 Nov 2023
Provable Representation with Efficient Planning for Partial Observable Reinforcement Learning Hongming Zhang Tongzheng Ren Chenjun Xiao Dale Schuurmans Bo Dai 50 4 0 20 Nov 2023
Unearthing Common Inconsistency for Generalisable Deepfake Detection Beilin Chu Xuan Xu Weike You Linna Zhou 37 0 0 20 Nov 2023
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search Hefeng Wu Weifeng Chen Zhibin Liu Tianshui Chen Zhiguang Chen Liang Lin 38 11 0 15 Nov 2023
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Bin Xiao Haiping Wu Weijian Xu Xiyang Dai Houdong Hu Yumao Lu Michael Zeng Ce Liu Lu Yuan VLM 50 144 0 10 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Cer RALM 49 12 0 10 Nov 2023
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck Kieran A. Murphy Danielle Bassett 38 5 0 08 Nov 2023
Towards a Unified Framework of Contrastive Learning for Disentangled Representations Stefan Matthes Zhiwei Han Hao Shen 42 4 0 08 Nov 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 24 0 0 07 Nov 2023
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 21 12 0 06 Nov 2023
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language Eghbal A. Hosseini Evelina Fedorenko LLMSV 28 4 0 05 Nov 2023
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks Jiarong Xu Renhong Huang Xin Jiang Yuxuan Cao Carl Yang Chunping Wang Yang Yang AI4CE 44 14 0 02 Nov 2023
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning Chuizheng Meng Yihe Dong Sercan O. Arik Yan Liu Tomas Pfister CML AI4TS 34 0 0 01 Nov 2023
End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation Juan Pablo Zuluaga Zhaocheng Huang Xing Niu Rohit Paturi S. Srinivasan Prashant Mathur Brian Thompson Marcello Federico BDL 35 2 0 01 Nov 2023
BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis Zelin Ni Hang Yu Shizhan Liu Jianguo Li Weiyao Lin AI4TS 28 30 0 31 Oct 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 40 16 0 30 Oct 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? Yongqiang Chen Yatao Bian Kaiwen Zhou Binghui Xie Bo Han James Cheng OOD 45 34 0 29 Oct 2023
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 36 0 0 29 Oct 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 29 1 0 29 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 43 11 0 27 Oct 2023
Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou Jiangchao Yao Feng Hong Ya Zhang Bo Han Yanfeng Wang 38 12 0 26 Oct 2023
Understanding the Effects of Projectors in Knowledge Distillation Yudong Chen Sen Wang Jiajun Liu Xuwei Xu Frank de Hoog Brano Kusy Zi Huang 31 0 0 26 Oct 2023
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method Yulan Hu Ouyang Sheng Jingyu Liu Ge Chen Zhirui Yang Junchen Wan Fuzheng Zhang Zhongyuan Wang Yong Liu 36 0 0 23 Oct 2023
HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks Yihong Ma Ning Yan Jiayu Li Masood S. Mortazavi Nitesh Chawla 37 18 0 23 Oct 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 45 4 0 22 Oct 2023