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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,248 papers shown

Title
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 136 0 0 23 May 2024
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost Xinyi Shang Peng Sun Tao Lin 111 3 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 170 0 0 23 May 2024
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model Siavash Shams Sukru Samet Dindar Xilin Jiang N. Mesgarani Mamba 124 22 0 20 May 2024
AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations David Xu 72 2 0 17 May 2024
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition Kun Yuan V. Srivastav Nassir Navab N. Padoy 114 13 0 16 May 2024
Energy-based Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann Simon Schmid Bernhard Lehner Daniel Klotz Sepp Hochreiter OODD 105 9 0 14 May 2024
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 69 2 0 14 May 2024
All in One Framework for Multimodal Re-identification in the Wild He Li Mang Ye Ming Zhang Bo Du 83 11 0 08 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning Qizhou Chen Taolin Zhang Xiaofeng He Dongyang Li Chengyu Wang Longtao Huang Hui Xue CLL KELM 112 15 0 06 May 2024
SoMeR: Multi-View User Representation Learning for Social Media Siyi Guo Keith Burghardt Valeria Pante Kristina Lerman AI4TS 106 0 0 02 May 2024
Report on Candidate Computational Indicators for Conscious Valenced Experience Andres Campero 62 1 0 25 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 152 9 0 25 Apr 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 141 1 0 22 Apr 2024
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives Zhangchi Feng Richong Zhang Zhijie Nie 148 10 0 17 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 89 5 0 17 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 207 2 0 17 Apr 2024
MAD Speech: Measures of Acoustic Diversity of Speech Matthieu Futeral A. Agostinelli Marco Tagliasacchi Neil Zeghidour Eugene Kharitonov 141 1 0 16 Apr 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 101 27 0 15 Apr 2024
RankCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang Zhuokai Zhao Zhaorun Chen Zhili Feng Zenghui Ding Yining Sun SSL VLM 150 7 0 15 Apr 2024
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements Robin Weiler Matthias Brucklacher C. Pennartz Sander M. Bohté 77 0 0 12 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 134 1 0 12 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 206 6 0 11 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 143 12 0 09 Apr 2024
Variational Bayesian Optimal Experimental Design with Normalizing Flows Jiayuan Dong Christian L. Jacobsen Mehdi Khalloufi Maryam Akram Wanjiao Liu Karthik Duraisamy Xun Huan BDL 184 8 0 08 Apr 2024
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models Bowen Zhang Kehua Chang Chunping Li 85 13 0 05 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 129 14 0 04 Apr 2024
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer Qinji Yu Yirui Wang K. Yan Haoshen Li Dazhou Guo ... Na Shen Qifeng Wang Xiaowei Ding X. Ye Dakai Jin MedIm 137 2 0 04 Apr 2024
Mai Hoómāuna i ka Ái: Language Models Improve Automatic Speech Recognition in Hawaiian Kaavya Chaparala Guido Zarrella Bruce Torres Fischer Larry Kimura Oiwi Parker Jones AuLLM 53 0 0 03 Apr 2024
A Survey on Patent Analysis: From NLP to Multimodal AI Homaira Huda Shomee Zhu Wang Sathya Ravi Sourav Medya 88 1 0 02 Apr 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 129 70 0 30 Mar 2024
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training Tongkun Su Jun Li Xi Zhang Haibo Jin Hao Chen Qiong Wang Faqin Lv Baoliang Zhao Yin Hu 71 0 0 30 Mar 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 102 22 0 30 Mar 2024
PointCloud-Text Matching: Benchmark Datasets and a Baseline Yanglin Feng Yang Qin Dezhong Peng Erik Cambria Xi Peng Peng Hu 90 1 0 28 Mar 2024
Edit3K: Universal Representation Learning for Video Editing Components Xin Gu Libo Zhang Fan Chen Longyin Wen Yufei Wang Tiejian Luo Sijie Zhu 122 4 0 24 Mar 2024
Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding Jingjing Hu Dan Guo Kun Li Zhan Si Xun Yang Xiaojun Chang Meng Wang 132 3 0 21 Mar 2024
SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification Yuexi Du R. Hooley John Lewin Nicha Dvornek 35 1 0 19 Mar 2024
Automated Contrastive Learning Strategy Search for Time Series Baoyu Jing Yansen Wang Guoxin Sui Jing Hong Jingrui He Yuqing Yang Dongsheng Li Kan Ren AI4TS 87 8 0 19 Mar 2024
IVAC-P2L: Leveraging Irregular Repetition Priors for Improving Video Action Counting Hang Wang Zhi-Qi Cheng Youtian Du Lei Zhang 62 1 0 18 Mar 2024
Investigating the Benefits of Projection Head for Representation Learning Yihao Xue Eric Gan Jiayi Ni Siddharth Joshi Baharan Mirzasoleiman 91 14 0 18 Mar 2024
RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training Zhixiu Lu Hailong Li N. Parikh Jonathan R. Dillman Lili He MedIm VLM 129 1 0 15 Mar 2024
Cooperative Classification and Rationalization for Graph Generalization Linan Yue Qi Liu Ye Liu Weibo Gao Fangzhou Yao Wenfeng Li 80 10 0 10 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval Haocheng Han Qinghua Zheng Guangwen Dai Minnan Luo Jingdong Wang 74 6 0 08 Mar 2024
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities Yangning Li Qingsong Lv Tianyu Yu Hai-Tao Zheng Shulin Huang Tingwei Lu Xuming Hu Wenhao Jiang 93 3 0 07 Mar 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference Benjamin Eysenbach Vivek Myers Ruslan Salakhutdinov Sergey Levine AI4TS 146 12 0 06 Mar 2024
Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks Sayedeh Leila Noorbakhsh Binghui Zhang Yuan Hong Binghui Wang AAML 105 10 0 04 Mar 2024
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection Hao Wang Zeyu Gao Chao Zhang Mingyang Sun Yuchen Zhou Han Qiu Xiangwei Xiao 65 13 0 29 Feb 2024
Grounding Language Models for Visual Entity Recognition Zilin Xiao Ming Gong Paola Cascante-Bonilla Xingyao Zhang Jie Wu Vicente Ordonez VLM 97 10 0 28 Feb 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 133 8 0 27 Feb 2024