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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,232 papers shown

Title
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 64 12 0 25 Jan 2023
STERLING: Synergistic Representation Learning on Bipartite Graphs Baoyu Jing Yuchen Yan Kaize Ding Chanyoung Park Yada Zhu Huan Liu Hanghang Tong SSL 107 20 0 25 Jan 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture Mahmoud Assran Quentin Duval Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Yann LeCun Nicolas Ballas SSL AI4TS MDE 143 362 0 19 Jan 2023
DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies Oscar Skean J. Hoyos-Osorio A. Brockmeier L. S. Giraldo 80 13 0 19 Jan 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Shan Wu Chunlei Xin Bo Chen Xianpei Han Le Sun 73 3 0 19 Jan 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training Yuting Ning Zhenya Huang Xin Lin Enhong Chen Shiwei Tong Zheng Gong Shijin Wang AIMat 73 7 0 18 Jan 2023
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations Chinmay Prabhakar Hongwei Bran Li Jiancheng Yang Suprosana Shit Benedikt Wiestler Bjoern Menze ViT MedIm 75 11 0 18 Jan 2023
Robust Knowledge Adaptation for Federated Unsupervised Person ReID Jianfeng Weng Kun Hu Tingting Yao Jingya Wang Zhiyong Wang FedML 56 3 0 18 Jan 2023
Contrastive Learning for Self-Supervised Pre-Training of Point Cloud Segmentation Networks With Image Data A. Janda Brandon Wagstaff Edwin G. Ng J. Kelly 3DPC 62 3 0 18 Jan 2023
USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval Yan Zhang Zhong Ji Dingrong Wang Yanwei Pang Xuelong Li VLM 61 23 0 17 Jan 2023
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials Kishalay Das Bidisha Samanta Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly 58 18 0 14 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 74 2 0 12 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 101 9 0 12 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 57 8 0 11 Jan 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 139 12 0 11 Jan 2023
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing Shruthi Bannur Stephanie L. Hyland Qianchu Liu Fernando Pérez-García Maximilian Ilse ... Maria T. A. Wetscherek M. Lungren A. Nori Javier Alvarez-Valle Ozan Oktay 87 127 0 11 Jan 2023
Heterogeneous Tri-stream Clustering Network Xiao-Xue Deng Dong Huang Chang-Dong Wang 55 9 0 11 Jan 2023
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis Hong-Yu Zhou Chi-Ken Lu Liansheng Wang Yizhou Yu OOD 39 0 0 11 Jan 2023
Dual Learning for Large Vocabulary On-Device ASR Cal Peyser Ronny Huang Tara N. Sainath Rohit Prabhavalkar M. Picheny K. Cho SSL 51 1 0 11 Jan 2023
Pix2Map: Cross-modal Retrieval for Inferring Street Maps from Images Xindi Wu Kwun-fung Lau Francesco Ferroni Aljosa Osep Deva Ramanan 85 7 0 10 Jan 2023
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling Keyu Tian Yi Jiang Qishuai Diao Chen Lin Liwei Wang Zehuan Yuan 84 105 0 09 Jan 2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning Jidong Ge YuXiang Liu Jie Gui Lanting Fang Ming Lin James T. Kwok LiGuo Huang B. Luo SSL 86 5 0 08 Jan 2023
Analyzing the Representational Geometry of Acoustic Word Embeddings Badr M. Abdullah Dietrich Klakow 63 4 0 08 Jan 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching Byoungjip Kim Sun Choi Dasol Hwang Moontae Lee Honglak Lee 71 11 0 07 Jan 2023
Few-shot Node Classification with Extremely Weak Supervision Song Wang Yushun Dong Kaize Ding Chen Chen Jundong Li 81 20 0 06 Jan 2023
Text2Poster: Laying out Stylized Texts on Retrieved Images Chuhao Jin Hongteng Xu Ruihua Song Zhiwu Lu DiffM 66 8 0 06 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 113 59 0 05 Jan 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 115 4 0 05 Jan 2023
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training Filip Radenovic Abhimanyu Dubey Abhishek Kadian Todor Mihaylov Simon Vandenhende Yash J. Patel Y. Wen Vignesh Ramanathan D. Mahajan VLM 89 86 0 05 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 183 37 0 05 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 73 36 0 05 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 90 16 0 04 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 85 78 0 04 Jan 2023
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform Yutaro Shigeto Masashi Shimbo Yuya Yoshikawa A. Takeuchi 32 0 0 04 Jan 2023
MoBYv2AL: Self-supervised Active Learning for Image Classification Razvan Caramalau Binod Bhattarai Danail Stoyanov Tae-Kyun Kim SSL 54 7 0 04 Jan 2023
Supervised Acoustic Embeddings And Their Transferability Across Languages Sreepratha Ram Hanan Aldarmaki SSL 64 3 0 03 Jan 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 97 9 0 02 Jan 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 85 54 0 02 Jan 2023
Rethinking Rotation Invariance with Point Cloud Registration Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 112 7 0 31 Dec 2022
Improving Visual Representation Learning through Perceptual Understanding Samyakh Tukra Frederick Hoffman Ken Chatfield 86 5 0 30 Dec 2022
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation Qijian Zhang Junhui Hou 3DPC 111 10 0 29 Dec 2022
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation M. Keaton Ram J. Zaveri Gianfranco Doretto 71 14 0 28 Dec 2022
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples Jianxiang Yu Qingqing Ge Xiang Li Aoying Zhou 62 10 0 28 Dec 2022
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos Zixiao Wang Junwu Weng C. Yuan Jue Wang NoLa 89 4 0 27 Dec 2022
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning Emanuele Sansone Robin Manhaeve SSL 105 9 0 27 Dec 2022
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation Tomer Wullach Shlomo E. Chazan 73 1 0 27 Dec 2022
The Forward-Forward Algorithm: Some Preliminary Investigations Geoffrey E. Hinton 116 277 0 27 Dec 2022
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery Rushil Joshi Ethan R. Adams Matthew R. Ziemann Christopher A. Metzler 53 1 0 26 Dec 2022
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal Ronglai Zuo Brian Mak SLR 109 21 0 26 Dec 2022
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 96 59 0 22 Dec 2022