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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
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors Shengkun Ma Jiale Han Yi Liang Bo Cheng CLL VLM 77 8 0 24 Feb 2024
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen Jialin Song Pu Ren Shashank Subramanian Dmitriy Morozov Michael W. Mahoney AI4CE 119 12 0 24 Feb 2024
Smoothed Graph Contrastive Learning via Seamless Proximity Integration M. Behmanesh M. Ovsjanikov 117 0 0 23 Feb 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing Hyunjae Kim Seunghyun Yoon Trung Bui Handong Zhao Quan Tran Franck Dernoncourt Jaewoo Kang CLIP 138 2 0 23 Feb 2024
Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph Qian Zhao Hao Qian Ziqi Liu Gong-Duo Zhang Lihong Gu KELM 85 18 0 21 Feb 2024
The Effect of Batch Size on Contrastive Self-Supervised Speech Representation Learning Nik Vaessen David A. van Leeuwen 96 3 0 21 Feb 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 68 13 0 18 Feb 2024
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics Xinyu Zhang Wenjie Qiu Yi-Chen Li Lei Yuan Chengxing Jia Zongzhang Zhang Yang Yu OffRL 121 1 0 17 Feb 2024
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning Alfredo Reichlin Miguel Vasco Hang Yin Danica Kragic OffRL 115 0 0 16 Feb 2024
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data Mateusz Lajszczak Guillermo Cámbara Yang Li Fatih Beyhan Arent van Korlaar ... Bartosz Putrycz Soledad López Gambino Kayeon Yoo Elena Sokolova Thomas Drugman LM&MA 113 88 0 12 Feb 2024
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation Yan Lin Jilin Hu Shengnan Guo Bin Yang Christian S. Jensen Youfang Lin Huaiyu Wan 110 0 0 11 Feb 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng Yongyuan Liang Xiyao Wang Shuang Ma Hal Daumé Huazhe Xu John Langford Praveen Palanisamy Kalyan Shankar Basu Furong Huang 103 8 0 09 Feb 2024
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning Weikang Wan Ziyu Wang Yufei Wang Zackory M. Erickson David Held 135 4 0 08 Feb 2024
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection Enyan Dai Min Lin Suhang Wang 78 3 0 06 Feb 2024
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning Lanqing Li Hai Zhang Xinyu Zhang Shatong Zhu Junqiao Zhao Junqiao Zhao Pheng-Ann Heng OffRL 108 11 0 04 Feb 2024
Learning Structure-Aware Representations of Dependent Types Konstantinos Kogkalidis Orestis Melkonian Jean-Philippe Bernardy NAI 70 3 0 03 Feb 2024
Prototypical Contrastive Learning through Alignment and Uniformity for Recommendation Yangxun Ou Lei Chen Fenglin Pan Yupeng Wu 47 1 0 03 Feb 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning Zhe Li Laurence T. Yang Bocheng Ren Xin Nie Zhangyang Gao Cheng Tan Stan Z. Li VLM 75 16 0 03 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 118 124 0 02 Feb 2024
Improving Dialog Safety using Socially Aware Contrastive Learning Souvik Das Rohini Srihari 70 1 0 01 Feb 2024
Common Sense Reasoning for Deepfake Detection Yue Zhang Ben Colman Xiao Guo Ali Shahriyari Gaurav Bharaj 143 35 0 31 Jan 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 73 2 0 31 Jan 2024
What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis Takanori Ashihara Marc Delcroix Takafumi Moriya Kohei Matsuura Taichi Asami Yusuke Ijima SSL 84 7 0 31 Jan 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 94 4 0 30 Jan 2024
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 63 16 0 26 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 131 0 0 26 Jan 2024
Improving Antibody Humanness Prediction using Patent Data Talip Uçar Aubin Ramon Dino Oglic Rebecca Croasdale-wood Tom Diethe Pietro Sormanni 66 1 0 25 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 142 17 0 25 Jan 2024
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition Yan Zhao Jincen Wang Cheng Lu Sunan Li Bjorn Schuller Yuan Zong Wenming Zheng 68 3 0 23 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 293 3 0 23 Jan 2024
LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning Ye Lin Tun Chu Myaet Thwal Le Quang Huy Minh N. H. Nguyen Choong Seon Hong FedML 153 2 0 22 Jan 2024
PepHarmony: A Multi-View Contrastive Learning Framework for Integrated Sequence and Structure-Based Peptide Encoding Ruochi Zhang Haoran Wu Chang Liu Hua-Wang Li Yuqian Wu ... Yifan Wang Yifan Deng Jiahui Chen Fengfeng Zhou Xin Gao AI4TS 79 2 0 21 Jan 2024
CBVS: A Large-Scale Chinese Image-Text Benchmark for Real-World Short Video Search Scenarios Xiangshuo Qiao Xianxin Li Xiaozhe Qu Jie M. Zhang Yang Liu Yu Luo Cihang Jin Jin Ma VLM 93 0 0 19 Jan 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 89 5 0 18 Jan 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 135 1 0 18 Jan 2024
CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-Identification Yanwei Zheng Xinpeng Zhao Chuanlin Lan Xiaowei Zhang Bowen Huang Jibin Yang Dongxiao Yu VLM 85 0 0 18 Jan 2024
Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval Yimin Deng Huaizhen Tang Xulong Zhang Ning Cheng Jing Xiao Jianzong Wang DRL 80 1 0 16 Jan 2024
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models T. Klein Moin Nabi 73 1 0 16 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 163 1 0 15 Jan 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 60 1 0 14 Jan 2024
CCFC: Bridging Federated Clustering and Contrastive Learning Jing Liu Jing Liu Zhonghan Zhang FedML 106 3 0 12 Jan 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration David Rivas-Villar Álvaro S. Hervella J. Rouco Jorge Novo 49 4 0 11 Jan 2024
Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection Yadong Guan Jiqing Han Hongwei Song Wenjie Song Guibin Zheng Tieran Zheng Yongjun He 66 1 0 11 Jan 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 96 14 0 10 Jan 2024
Reinforcement Learning for Optimizing RAG for Domain Chatbots Mandar Kulkarni Praveen Tangarajan Kyung Kim Anusua Trivedi OffRL RALM SILM 70 30 0 10 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 67 0 0 06 Jan 2024
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning Aarash Feizi Randall Balestriero Adriana Romero Soriano Reihaneh Rabbany 79 2 0 03 Jan 2024
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 76 3 0 28 Dec 2023
LIP-Loc: LiDAR Image Pretraining for Cross-Modal Localization Sai Shubodh Puligilla Mohammad Omama Husain Zaidi Udit Singh Parihar Madhava Krishna 85 14 0 27 Dec 2023
Transfer and Alignment Network for Generalized Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Y. Wu Qianying Wang Ping Chen 100 11 0 27 Dec 2023