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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
Fine-Grained ECG-Text Contrastive Learning via Waveform Understanding Enhancement Haitao Li Che Liu Zhengyao Ding Ziyi Liu Zhengxing Huang 56 1 0 17 May 2025
Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration Chih-Ting Liao Bin Ren Guofeng Mei Xu Zheng AAML 68 0 0 17 May 2025
Exploring the Potential of SSL Models for Sound Event Detection Hanfang Cui Longfei Song Li Li Dongxing Xu Yanhua Long 93 0 0 17 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 74 0 0 16 May 2025
Invariant Representations via Wasserstein Correlation Maximization Keenan Eikenberry Lizuo Liu Yoonsang Lee OOD 72 0 0 16 May 2025
Search-TTA: A Multimodal Test-Time Adaptation Framework for Visual Search in the Wild Derek Ming Siang Tan Shailesh Boyang Liu Alok Raj Qi Xuan Ang ... Tanishq Duhan Jimmy Chiun Yuhong Cao Florian Shkurti Guillaume Sartoretti 55 0 0 16 May 2025
SECRET: Semi-supervised Clinical Trial Document Similarity Search Trisha Das Afrah Shafquat Beigi Mandis Jacob Aptekar Jimeng Sun 60 0 0 16 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 136 1 0 15 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 75 0 0 15 May 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation Linjing You Jiabao Lu Xiayuan Huang Xiangli Nie 100 0 0 15 May 2025
Predicting butterfly species presence from satellite imagery using soft contrastive regularisation Thijs L van der Plas Stephen Law Michael JO Pocock 65 0 0 14 May 2025
A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning Berkay Guler Giovanni Geraci Hamid Jafarkhani 73 1 0 14 May 2025
Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records Yili He Yan Zhu Peiyao Fu Ruijie Yang Tianyi Chen Zhihua Wang Quanlin Li Pinghong Zhou Xiaoyu Yang Shuo Wang MedIm VLM 60 0 0 14 May 2025
InfoPO: On Mutual Information Maximization for Large Language Model Alignment Teng Xiao Zhen Ge Sujay Sanghavi Tian Wang Julian Katz-Samuels Marc Versage Qingjun Cui Trishul Chilimbi 201 1 0 13 May 2025
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval Anand Selvadurai Jasheen Shaik Girish Chandrasekar ShriRadhaKrishnan Balamurugan Eswara Reddy RALM 19 0 0 12 May 2025
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real Prithwish Dan Kushal Kedia Angela Chao Edward Weiyi Duan Maximus Adrian Pace Wei-Chiu Ma Sanjiban Choudhury 127 0 0 11 May 2025
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection Yanjie Wang Junwen Duan Xinyu Li Jianxin Wang MedIm 87 0 0 11 May 2025
A Vision-Language Foundation Model for Leaf Disease Identification Khang Nguyen Quoc Lan Le Thi Thu Luyl-Da Quach VLM 118 0 0 11 May 2025
ReAlign: Bilingual Text-to-Motion Generation via Step-Aware Reward-Guided Alignment Wanjiang Weng Xiaofeng Tan Hongsong Wang Pan Zhou VGen 110 0 0 08 May 2025
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public Mingruo Yuan Ben Kao Tien-Hsuan Wu AILaw 109 0 0 08 May 2025
Rethinking Graph Contrastive Learning through Relative Similarity Preservation Zhiyuan Ning Meng Xiao Ziyue Qiao Pengyang Wang Yuanchun Zhou 468 1 0 08 May 2025
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Rameswar Panda Oriol Nieto Prem Seetharaman Justin Salamon 85 1 0 08 May 2025
Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models Aishwarya Venkataramanan P. Bodesheim Joachim Denzler BDL VLM 100 0 0 08 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 97 0 0 08 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 155 1 0 08 May 2025
InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning Zixu Wang Bingbing Xu Yige Yuan Huawei Shen Xueqi Cheng 77 0 0 07 May 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 81 0 0 07 May 2025
SweRank: Software Issue Localization with Code Ranking R. Reddy Tarun Suresh JaeHyeok Doo Yang Liu Xuan-Phi Nguyen Yingbo Zhou Semih Yavuz Caiming Xiong Heng Ji Shafiq Joty 77 0 0 07 May 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 114 0 0 07 May 2025
Object-Shot Enhanced Grounding Network for Egocentric Video Yisen Feng Haoyu Zhang Meng Liu Weili Guan Liqiang Nie 80 3 0 07 May 2025
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing Jie Sun Heng Liu Yongzhen Wang Xiao-Ping Zhang Mingqiang Wei Mamba 79 0 0 07 May 2025
Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation Tongfei Bian Mathieu Chollet T. Guha 86 0 0 06 May 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype Changxi Chi Jun Xia Jingbo Zhou Jiabei Cheng Chang Yu Stan Z. Li 67 0 0 06 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 162 0 0 06 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Zehao Wang Yang Zhou Jinhai Xiang Yanjie Wang Xinwei He VLM 81 0 0 05 May 2025
Parameter-Efficient Transformer Embeddings Henry Ndubuaku Mouad Talhi 99 0 0 04 May 2025
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Yuchen Wang X. Bai Xiaochen Li Weili Guan Liqiang Nie Xinyang Chen VLM 113 0 0 04 May 2025
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation Doanh C. Bui H. Pham Vu Trung Duong Le T. Vu Van Duy Tran Khang Phuoc-Quy Nguyen Y. Nakashima CLL MedIm 81 0 0 04 May 2025
PREMISE: Matching-based Prediction for Accurate Review Recommendation Wei Han Hui Chen Soujanya Poria 91 0 0 02 May 2025
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation Daniele Molino Francesco Di Feola Linlin Shen Paolo Soda V. Guarrasi MedIm LM&MA 130 1 0 02 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 447 0 0 02 May 2025
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 118 1 0 02 May 2025
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass Bowen Zhang Zixin Song Chunping Li 50 1 0 01 May 2025
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 55 0 0 01 May 2025
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations Minseok Song JeongHo Ha Bonggyeong Park Daehyung Park 449 0 0 01 May 2025
Recursive KL Divergence Optimization: A Dynamic Framework for Representation Learning Anthony D Martin 125 0 0 30 Apr 2025
Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Early Lung Cancer Detection Luoting Zhuang Seyed Mohammad Hossein Tabatabaei Ramin Salehi-Rad Linh M. Tran Denise R. Aberle Ashley E. Prosper William Hsu 89 0 0 30 Apr 2025
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective Taoyu Su Shuaiyi Nie Duohe Ma Xiaodong Li Juwei Yue Mengxiao Song Yingkai Tang Tingwen Liu 195 0 0 28 Apr 2025
ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery Anush Lakshman Sivaraman Kojo Adu-Gyamfi Ibne Farabi Shihab Anuj Sharma 57 1 0 28 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 163 1 0 28 Apr 2025