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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
Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation Lei Zhong Chuan Guo Yiming Xie Jiawei Wang Changjian Li VGen 109 0 0 27 Apr 2025
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 115 0 0 27 Apr 2025
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xiang Wang 137 1 0 27 Apr 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior Lin Che Yizi Chen Tanhua Jin Martin Raubal Konrad Schindler Peter Kiefer 100 0 0 24 Apr 2025
Improving Sound Source Localization with Joint Slot Attention on Image and Audio Inho Kim Youngkil Song Jicheol Park Won Hwa Kim Suha Kwak 187 0 0 21 Apr 2025
sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment Yijun Liu 56 0 0 20 Apr 2025
Decomposition-based multi-scale transformer framework for time series anomaly detection Wenxin Zhang Cuicui Luo AI4TS 82 1 0 19 Apr 2025
Consensus-aware Contrastive Learning for Group Recommendation Soyoung Kim Dongjun Lee J. H. Kim 70 0 0 18 Apr 2025
The Others: Naturally Isolating Out-of-Distribution Samples for Robust Open-Set Semi-Supervised Learning You Rim Choi Subeom Park Seojun Heo Eunchung Noh Hyung-Sin Kim OODD 146 0 0 17 Apr 2025
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng Tian Jin Jiale Zhou Lei Li DiffM 92 1 0 16 Apr 2025
Dysarthria Normalization via Local Lie Group Transformations for Robust ASR Mikhail Osipov 130 1 0 16 Apr 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Quanyu Long Jianda Chen Zhengyuan Liu Nancy F. Chen Wenya Wang Sinno Jialin Pan KELM RALM LRM 422 0 0 15 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 103 0 0 15 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 206 0 0 10 Apr 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 105 0 0 10 Apr 2025
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction Jinfeng Zhuang Yinrui Li Runze Su Ke Xu Zhixuan Shao ... Qifei Shen Aayush Mudgal Caleb Lu Qingbin Liu Hongda Shen 129 0 0 10 Apr 2025
Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval Zehong Ma Hao Chen Wei Zeng Limin Su Shiliang Zhang AI4TS 124 0 0 10 Apr 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection Mingqing Zhang Qiang Liu Xiang Tao Shu Wu Liang Wang 59 0 0 07 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi Jiafeng Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 74 0 0 07 Apr 2025
MInCo: Mitigating Information Conflicts in Distracted Visual Model-based Reinforcement Learning Shiguang Sun Hanbo Zhang Zeyang Liu Xinrui Yang Lipeng Wan Bing Yan Xingyu Chen 222 0 0 05 Apr 2025
Transformer representation learning is necessary for dynamic multi-modal physiological data on small-cohort patients Bingxu Wang Kunzhi Cai Yuqi Zhang Yachong Guo Zeyi Zhou Wenjiao Li Yachong Guo Wei Wang Qing Zhou MedIm 107 0 0 05 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 97 0 0 04 Apr 2025
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning Chi-Hsi Kung Frangil Ramirez Juhyung Ha Yi-Ting Chen David J. Crandall Yi-Hsuan Tsai 139 1 0 27 Mar 2025
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano Min Woo Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 182 2 0 26 Mar 2025
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval Arun V. Reddy Alexander Martin Eugene Yang Andrew Yates Kate Sanders Kenton W. Murray Reno Kriz Celso M. De Melo Benjamin Van Durme Rama Chellappa 121 1 0 24 Mar 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 226 0 0 23 Mar 2025
Normalized Matching Transformer Abtin Pourhadi Paul Swoboda ViT 70 0 0 22 Mar 2025
Towards Achieving Perfect Multimodal Alignment Abhi Kamboj Minh Do 134 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 207 0 0 19 Mar 2025
Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU Àlex Pujol Vidal Sergio Escalera Kamal Nasrollahi T. Moeslund MU 153 0 0 19 Mar 2025
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection Zhiyu Liang Dongrui Cai Chen Zhang Zheng Liang Chen Liang Bo Zheng Shi Qiu Jin Wang Hongzhi Wang 83 0 0 16 Mar 2025
Weighted Graph Structure Learning with Attention Denoising for Node Classification Tingting Wang Jiaxin Su Haobing Liu Ruobing Jiang 227 0 0 15 Mar 2025
A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis Asifullah Khan Laiba Asmatullah Anza Malik Shahzaib Khan Hamna Asif SSL VLM 133 2 0 14 Mar 2025
FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis Nannan Wu Zengqiang Yan Nong Sang Li Yu Chang Wen Chen 61 0 0 13 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 266 2 0 12 Mar 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels Qiming Xia Wenkai Lin Haoen Xiang Xun Huang Siheng Chen Z. Dong Cheng-Yu Wang Chenglu Wen 3DPC OffRL 479 0 0 11 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 450 3 0 11 Mar 2025
Denoising Hamiltonian Network for Physical Reasoning Congyue Deng Brandon Yushan Feng Cecilia Garraffo Alan Garbarz Robin Walters William T. Freeman Leonidas Guibas Kaiming He AI4CE 95 0 0 10 Mar 2025
TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces Guillaume Quétant Pavlo Molchanov Svyatoslav Voloshynovskiy 118 0 0 10 Mar 2025
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning Shuangzhi Li Junlong Shen Lei Ma Xingyu Li 3DPC 113 0 0 08 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification Siyi Du Xinzhe Luo D. O’Regan Chen Qin 123 0 0 08 Mar 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 528 3 0 07 Mar 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions Chan hur Jeong-hun Hong Dong-hun Lee Dabin Kang Semin Myeong Sang-hyo Park Hyeyoung Park 194 1 0 07 Mar 2025
Learning Transformer-based World Models with Contrastive Predictive Coding Maxime Burchi Radu Timofte 126 2 0 06 Mar 2025
Bridging Molecular Graphs and Large Language Models Runze Wang Mingqi Yang Yanming Shen 187 0 0 05 Mar 2025
Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems Mahfuz Ahmed Anik Abdur Rahman Azmine Toushik Wasi Md Manjurul Ahsan 94 5 0 05 Mar 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios Yixin Su Wei Jiang Fangquan Lin Cheng Yang S. Erfani Junhao Gan Yunxiang Zhao Ruixuan Li Rui-Xun Zhang CML 152 0 0 05 Mar 2025
Variance-Aware Loss Scheduling for Multimodal Alignment in Low-Data Settings Sneh Pillai 68 0 0 05 Mar 2025
X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning Jianzhong You Yuan Gao Sangwook Kim Chris McIntosh 142 1 0 04 Mar 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering Zhanghao Hu Hanqi Yan Qingling Zhu Zhenyi Shen Yulan He Lin Gui RALM 105 0 0 03 Mar 2025