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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,656 papers shown

Title
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue Thomas Mulc Debidatta Dwibedi SSL 42 0 0 10 Feb 2023
Adap- $τ$ : Adaptively Modulating Embedding Magnitude for Recommendation Jiawei Chen Junkang Wu Jiancan Wu Sheng Zhou Xuezhi Cao Xiangnan He 119 33 0 09 Feb 2023
Self-Supervised Node Representation Learning via Node-to-Neighbourhood Alignment Wei Dong Dawei Yan Peifeng Wang SSL 157 2 0 09 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 138 70 0 09 Feb 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 50 1 0 09 Feb 2023
Multiview Representation Learning from Crowdsourced Triplet Comparisons Xiaotian Lu Jiyi Li Koh Takeuchi H. Kashima SSL 55 2 0 08 Feb 2023
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs Michael Kirchhof Enkelejda Kasneci Seong Joon Oh UQCV 564 25 0 06 Feb 2023
MOMA:Distill from Self-Supervised Teachers Yuan Yao Nandakishor Desai M. Palaniswami 103 2 0 04 Feb 2023
Relating EEG to continuous speech using deep neural networks: a review Corentin Puffay Bernd Accou Lies Bollens Mohammad Jalilpour-Monesi Jonas Vanthornhout Hugo Van hamme T. Francart 104 42 0 03 Feb 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 141 21 0 02 Feb 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 148 123 0 31 Jan 2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt Dongchao Yang Songxiang Liu Rongjie Huang Chao Weng Helen Meng DiffM VLM 89 102 0 31 Jan 2023
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Ekkasit Pinyoanuntapong Ayman Ali Kalvik Jakkala Pu Wang Minwoo Lee Qucheng Peng Chong Chen Tsinghua University CVBM 48 5 0 31 Jan 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation Minglun Han Feilong Chen Jing Shi Shuang Xu Bo Xu VLM 100 13 0 30 Jan 2023
Multi-video Moment Ranking with Multimodal Clue Danyang Hou Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng 58 1 0 29 Jan 2023
Few-shot Face Image Translation via GAN Prior Distillation Ruoyu Zhao Mingrui Zhu Xiaoyu Wang N. Wang CVBM 69 0 0 28 Jan 2023
MVKT-ECG: Efficient Single-lead ECG Classification on Multi-Label Arrhythmia by Multi-View Knowledge Transferring Yuzhen Qin Li Sun Hui Chen Wei-Qiang Zhang Wenming Yang Jintao Fei Guijin Wang 50 15 0 28 Jan 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction Zuobai Zhang Minghao Xu A. Lozano Vijil Chenthamarakshan Payel Das Jian Tang DiffM 90 22 0 28 Jan 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts Minghao Xu Xinyu Yuan Santiago Miret Jian Tang AI4TS 117 106 0 28 Jan 2023
In-Distribution Barrier Functions: Self-Supervised Policy Filters that Avoid Out-of-Distribution States F. Castañeda Haruki Nishimura R. McAllister Koushil Sreenath Adrien Gaidon OffRL 115 16 0 27 Jan 2023
Bayesian Self-Supervised Contrastive Learning B. Liu Bang-wei Wang Tianrui Li SSL BDL 109 4 0 27 Jan 2023
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 70 13 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 112 20 0 25 Jan 2023
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding Juncheng Li Siliang Tang Linchao Zhu Wenqiao Zhang Yi Yang Tat-Seng Chua Fei Wu Yueting Zhuang BDL 95 17 0 22 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 152 364 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 89 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 58 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 78 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 66 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 60 18 0 14 Jan 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 98 73 0 13 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 81 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 103 9 0 12 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 65 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 91 127 0 11 Jan 2023
Heterogeneous Tri-stream Clustering Network Xiao-Xue Deng Dong Huang Chang-Dong Wang 57 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 68 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