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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,314 papers shown

Title
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 62 8 0 11 Jan 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 141 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 89 127 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 49 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 63 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 87 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 99 106 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 105 5 0 08 Jan 2023
Analyzing the Representational Geometry of Acoustic Word Embeddings Badr M. Abdullah Dietrich Klakow 65 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 73 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 70 8 0 06 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 129 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 120 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 97 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 191 37 0 05 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 76 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 97 16 0 04 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 88 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 71 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 105 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 87 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 89 5 0 30 Dec 2022
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation Qijian Zhang Xianqiang Lyu 3DPC 113 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 70 10 0 28 Dec 2022
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos Zixiao Wang Junwu Weng C. Yuan Jue Wang NoLa 97 4 0 27 Dec 2022
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning Emanuele Sansone Robin Manhaeve SSL 113 9 0 27 Dec 2022
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation Tomer Wullach Shlomo E. Chazan 81 1 0 27 Dec 2022
The Forward-Forward Algorithm: Some Preliminary Investigations Geoffrey E. Hinton 118 277 0 27 Dec 2022
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery Rushil Joshi Ethan R. Adams Matthew R. Ziemann Christopher A. Metzler 59 1 0 26 Dec 2022
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal Ronglai Zuo Brian Mak SLR 120 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
Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning Tao Wang Guangpin Tao Wanglong Lu Kaihao Zhang Wenhan Luo Xiaoqin Zhang Tong Lu 80 45 0 22 Dec 2022
Multi-queue Momentum Contrast for Microvideo-Product Retrieval Yali Du Yin-wei Wei Wei Ji Fan Liu Xin Luo Liqiang Nie 99 16 0 22 Dec 2022
Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning Christopher T. Lengerich Gabriel Synnaeve Amy Zhang Hugh Leather Kurt Shuster Franccois Charton Charysse Redwood SSL OffRL 68 1 0 21 Dec 2022
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 92 6 0 21 Dec 2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning Yuan Liu Jiacheng Chen Hao Wu 89 2 0 21 Dec 2022
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 100 8 0 21 Dec 2022
Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing Shengchao Liu Weili Nie Chengpeng Wang Jiarui Lu Zhuoran Qiao Ling Liu Jian Tang Chaowei Xiao Anima Anandkumar 138 169 0 21 Dec 2022
Semantically-informed Hierarchical Event Modeling Shubhashis Roy Dipta Mehdi Rezaee Francis Feraro 79 2 0 20 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 87 10 0 20 Dec 2022
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 93 4 0 19 Dec 2022
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective Pengfei Xi Guifeng Wang Zhipeng Hu Yu Xiong Ming‐Fu Gong ... Runze Wu Yu-qiong Ding Tangjie Lv Changjie Fan Xiangnan Feng CML AI4TS AI4CE 49 0 0 17 Dec 2022
Latent Variable Representation for Reinforcement Learning Zhaolin Ren Chenjun Xiao Tianjun Zhang Na Li Zhaoran Wang Sujay Sanghavi Dale Schuurmans Bo Dai OffRL 106 10 0 17 Dec 2022
Hard Sample Aware Network for Contrastive Deep Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu Zhen Wang K. Liang Wenxuan Tu Liangjun Li Jingcan Duan Cancan Chen 118 108 0 16 Dec 2022