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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin Haoyang Li Li Yuan Shuicheng Yan Jie Chen 140 2 0 31 Dec 2024
Memory-Centric Computing: Recent Advances in Processing-in-DRAM O. Mutlu Ataberk Olgun Geraldo F. Oliveira Ismail Emir Yüksel 121 4 0 26 Dec 2024
Constructing Fair Latent Space for Intersection of Fairness and Explainability Hyungjun Joo Hyeonggeun Han Sehwan Kim Sangwoo Hong Jungwoo Lee 108 0 0 23 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 235 20 0 22 Dec 2024
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Jiahui Zhao Hao Shi Chenrui Cui Tianrui Wang Hexin Liu Zhaoheng Ni Lingxuan Ye Longbiao Wang 197 0 0 21 Dec 2024
Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Xinchen Zhang Running Zhao Zhihan Jiang Handi Chen Yulong Ding Edith C.H. Ngai Shuang-Hua Yang AAML 226 0 0 20 Dec 2024
Parallelized Autoregressive Visual Generation Yanjie Wang Shuhuai Ren Zhijie Lin Yujin Han Haoyuan Guo Zhenheng Yang Difan Zou Jiashi Feng Xihui Liu VGen 191 17 0 19 Dec 2024
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 176 1 0 18 Dec 2024
Personalized Clustering via Targeted Representation Learning Xiwen Geng Suyun Zhao Yixin Yu Borui Peng Pan Du Hong Chen Cuiping Li Mengdie Wang 162 0 0 18 Dec 2024
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 233 0 0 18 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 184 1 0 12 Dec 2024
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images Andreas Koukounas Georgios Mastrapas Bo Wang Mohammad Kalim Akram Sedigheh Eslami Michael Gunther Isabelle Mohr Saba Sturua Scott Martens Nan Wang VLM 355 10 0 11 Dec 2024
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance Chu Myaet Thwal Ye Lin Tun Minh N. H. Nguyen Eui-nam Huh Choong Seon Hong VLM 170 0 0 05 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 223 1 0 04 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 174 2 0 04 Dec 2024
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 348 3 0 02 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 218 2 0 29 Nov 2024
Surveying the space of descriptions of a composite system with machine learning Kieran A. Murphy Yujing Zhang D. Bassett 159 0 0 27 Nov 2024
UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image Xingyu Liu Gu Wang Ruida Zhang Chenyangguang Zhang F. Tombari Xiangyang Ji 496 3 0 25 Nov 2024
KinMo: Kinematic-aware Human Motion Understanding and Generation Pengfei Zhang Pinxin Liu Hyeongwoo Kim Pablo Garrido Bindita Chaudhuri 188 2 0 23 Nov 2024
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts Qizhou Chen Chengyu Wang Dakan Wang Taolin Zhang Wangyue Li Xiaofeng He KELM 156 1 0 23 Nov 2024
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller Chong Chen 136 0 0 22 Nov 2024
Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning Tim Lenz Peter Neidlinger M. Ligero Georg Wolflein M. Treeck Jakob Nikolas Kather 158 3 0 20 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 232 1 0 19 Nov 2024
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model Dongyoung Go Taesun Whang Chanhee Lee Hwayeon Kim Sunghoon Park Seunghwan Ji Dongchan Kim Young-Bum Kim Young-Bum Kim LRM 529 1 0 19 Nov 2024
Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning Yihao Luo Yuezihan Jiang Yinjie Jiang Gaode Chen Jiadong Wang Kaigui Bian Peiyi Li Qi Zhang 91 1 0 18 Nov 2024
Efficient Transfer Learning for Video-language Foundation Models Haoxing Chen Zizheng Huang Y. Hong Yanshuo Wang Zhongcai Lyu Zhuoer Xu Jun Lan Zhangxuan Gu VLM 105 0 0 18 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 183 3 0 11 Nov 2024
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 240 1 0 07 Nov 2024
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection Pengfei Lyu Pak-Hei Yeung Xiufei Cheng Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse 113 0 0 06 Nov 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 346 1 0 06 Nov 2024
Breaking the Reclustering Barrier in Centroid-based Deep Clustering Lukas Miklautz Timo Klein Kevin Sidak Collin Leiber Thomas Lang Andrii Shkabrii Sebastian Tschiatschek Claudia Plant 149 1 0 04 Nov 2024
Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination Md Abrar Jahin Md. Akmol Masud M. F. Mridha Nilanjan Dey Zeyar Aung 208 0 0 03 Nov 2024
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis Fuying Wang Feng Wu Yihan Tang Lequan Yu AI4TS 89 1 0 01 Nov 2024
Mutual Information Preserving Neural Network Pruning Charles Westphal Stephen Hailes Mirco Musolesi 121 1 0 31 Oct 2024
An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang Sharut Gupta Xinyi Zhang Sana Tonekaboni Stefanie Jegelka Tommi Jaakkola Caroline Uhler DRL 117 2 0 31 Oct 2024
Contrastive Learning and Adversarial Disentanglement for Privacy-Aware Task-Oriented Semantic Communication Omar Erak Omar Alhussein Wen Tong 136 0 0 30 Oct 2024
USpeech: Ultrasound-Enhanced Speech with Minimal Human Effort via Cross-Modal Synthesis Luca Jiang-Tao Yu Running Zhao Sijie Ji Edith C.H. Ngai Chenshu Wu 52 0 0 29 Oct 2024
On-Robot Reinforcement Learning with Goal-Contrastive Rewards Ondrej Biza Thomas Weng Lingfeng Sun Karl Schmeckpeper Tarik Kelestemur Yecheng Jason Ma Robert Platt Jan-Willem van de Meent Lawson L. S. Wong OffRL 149 0 0 25 Oct 2024
End-to-end Training for Recommendation with Language-based User Profiles Zhaolin Gao Joyce Zhou Yijia Dai Thorsten Joachims AI4Ed 153 4 0 24 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 132 3 0 23 Oct 2024
Lightweight Neural App Control Filippos Christianos Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang Kun Shao LM&Ro 120 5 0 23 Oct 2024
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Zesen Cheng Hang Zhang Kehan Li Sicong Leng Zhiqiang Hu Fei Wu Deli Zhao Xin Li Lidong Bing 72 2 0 22 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 149 4 0 22 Oct 2024
Uncovering RL Integration in SSL Loss: Objective-Specific Implications for Data-Efficient RL Ömer Veysel Çağatan Barış Akgün OffRL 111 0 0 22 Oct 2024
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment Yankai Jiang Wenhui Lei Xiaofan Zhang Shanghang Zhang MedIm 132 3 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 129 3 0 21 Oct 2024
Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting Skye Gunasekaran Assel Kembay Hugo J. Ladret Rui-Jie Zhu Laurent Udo Perrinet Omid Kavehei Jason K. Eshraghian AI4TS 90 2 0 19 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 112 0 0 19 Oct 2024
Self-supervised contrastive learning performs non-linear system identification Rodrigo González Laiz Tobias Schmidt Steffen Schneider SSL 83 1 0 18 Oct 2024