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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,273 papers shown

Title
Robustness through Cognitive Dissociation Mitigation in Contrastive Adversarial Training Adir Rahamim I. Naeh AAML 126 1 0 16 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 110 89 0 16 Mar 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Yinan He Gengshi Huang Siyu Chen Jianing Teng Wang Kun Zhen-fei Yin Lu Sheng Ziwei Liu Yu Qiao Jing Shao VLM SSL ViT 107 7 0 16 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 65 82 0 16 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 59 245 0 16 Mar 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting Min Shi Hao Lu Chen Feng Chengxin Liu Zhiguo Cao 74 93 0 16 Mar 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost Lihu Chen Gaël Varoquaux Fabian M. Suchanek 77 15 0 15 Mar 2022
ReACC: A Retrieval-Augmented Code Completion Framework Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 84 149 0 15 Mar 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering Jun Gao Wei Wang Changlong Yu Huan Zhao Wilfred Ng Ruifeng Xu SSL DRL 66 26 0 15 Mar 2022
Multi-View Dreaming: Multi-View World Model with Contrastive Learning Akira Kinose Masashi Okada Ryogo Okumura T. Taniguchi OffRL 68 11 0 15 Mar 2022
Disentangled Representation Learning for Text-Video Retrieval Qiang Wang Yanhao Zhang Yun Zheng Pan Pan Xiansheng Hua 79 81 0 14 Mar 2022
MDMMT-2: Multidomain Multimodal Transformer for Video Retrieval, One More Step Towards Generalization Alexander Kunitsyn M. Kalashnikov Maksim Dzabraev Andrei Ivaniuta 74 17 0 14 Mar 2022
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network Ziqi Huang Li Lin Pujin Cheng Kai Pan Xiaoying Tang DiffM MedIm 76 9 0 14 Mar 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities Hsiang-Sheng Tsai Heng-Jui Chang Wen-Chin Huang Zili Huang Kushal Lakhotia ... Hsuan-Jui Chen Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee 91 110 0 14 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 86 20 0 14 Mar 2022
Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation Weiyi Xiong Tao Huang Yu Xia Wei Chen Bing Zhu Wei Xiang 62 21 0 13 Mar 2022
Information retrieval for label noise document ranking by bag sampling and group-wise loss Chunyuan Li Jiajia Ding Xing Hu Fan Wang RALM 28 0 0 12 Mar 2022
Masked Visual Pre-training for Motor Control Tete Xiao Ilija Radosavovic Trevor Darrell Jitendra Malik SSL 119 250 0 11 Mar 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst Paul Kishan Rubenstein M. Eichner Tinne Tuytelaars Maxim Berman 85 20 0 11 Mar 2022
Protein Representation Learning by Geometric Structure Pretraining Zuobai Zhang Minghao Xu Arian R. Jamasb Vijil Chenthamarakshan A. Lozano Payel Das Jian Tang SSL 119 234 0 11 Mar 2022
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification Michail Tarasiou Stefanos Zafeiriou SSL 93 9 0 11 Mar 2022
Towards Self-Supervised Learning of Global and Object-Centric Representations Federico Baldassarre Hossein Azizpour SSL 3DPC OCL 103 13 0 11 Mar 2022
Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark of Data, Model, and Supervision Yufeng Cui Lichen Zhao Feng Liang Yangguang Li Jing Shao UQCV VLM CLIP 119 43 0 11 Mar 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 96 105 0 10 Mar 2022
Tactile-Sensitive NewtonianVAE for High-Accuracy Industrial Connector Insertion Ryogo Okumura Nobuki Nishio T. Taniguchi 68 8 0 10 Mar 2022
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches Tatsuya Yokota H. Hontani 33 2 0 10 Mar 2022
MetAug: Contrastive Learning via Meta Feature Augmentation Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Hui Xiong 94 24 0 10 Mar 2022
On-Robot Learning With Equivariant Models Dian Wang Ming Jia Xu Zhu Robin Walters Robert Platt OffRL SSL 96 42 0 09 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 112 38 0 09 Mar 2022
Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion Ziqi Huang Li Lin Pujin Cheng Linkai Peng Xiaoying Tang MedIm 57 11 0 09 Mar 2022
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks Yizhou Lu Mingkun Huang Xinghua Qu Pengfei Wei Zejun Ma 84 19 0 09 Mar 2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations Sachith Seneviratne K. Nice J. Wijnands Mark Stevenson Jason Thompson SSL 46 8 0 08 Mar 2022
$$\mathrm{SO}(2)$-Equivariant Reinforcement Learning$ $\mathrm{SO}(2)$ -Equivariant Reinforcement Learning Dian Wang Robin Walters Robert Platt 96 83 0 08 Mar 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels Yuchao Wang Haochen Wang Yujun Shen Jingjing Fei Wei Li Guoqiang Jin Liwei Wu Rui Zhao Xinyi Le UQCV 76 351 0 08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 92 18 0 08 Mar 2022
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval Jun Rao Fei Wang Liang Ding Shuhan Qi Yibing Zhan Weifeng Liu Dacheng Tao OOD 89 30 0 08 Mar 2022
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Alvaro Gomariz Huanxiang Lu Yun Yvonna Li Thomas Albrecht Andreas Maunz Fethallah Benmansour A. Valcarcel Jennifer Luu Daniela Ferrara O. Goksel 69 12 0 07 Mar 2022
Class-Aware Contrastive Semi-Supervised Learning Fan Yang Kai Wu Shuyi Zhang Guannan Jiang Yong Liu Feng Zheng Wei Zhang Chengjie Wang Long Zeng 67 100 0 04 Mar 2022
Voice-Face Homogeneity Tells Deepfake Harry Cheng Yangyang Guo Tianyi Wang Qi Li Xiaojun Chang Liqiang Nie CVBM 97 73 0 04 Mar 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 149 430 0 03 Mar 2022
Implicit Kinematic Policies: Unifying Joint and Cartesian Action Spaces in End-to-End Robot Learning Aditya Ganapathi Peter R. Florence Jacob Varley Kaylee Burns Ken Goldberg Andy Zeng 195 18 0 03 Mar 2022
On Learning Contrastive Representations for Learning with Noisy Labels Linya Yi Sheng Liu Qi She A. McLeod Boyu Wang NoLa 82 41 0 03 Mar 2022
Neural Graph Matching for Pre-training Graph Neural Networks Yupeng Hou Binbin Hu Wayne Xin Zhao Qing Cui Jun Zhou Jianzhong Wen 102 9 0 03 Mar 2022
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition Andy T. Liu Wei Xiao Henghui Zhu Dejiao Zhang Shang-Wen Li Andrew O. Arnold 76 27 0 03 Mar 2022
Self-supervised Transparent Liquid Segmentation for Robotic Pouring G. Narasimhan Kai Zhang Ben Eisner Xingyu Lin David Held 85 17 0 03 Mar 2022
Self-supervised Transformer for Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Weiming Zhang Nenghai Yu ViT 84 35 0 02 Mar 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 102 109 0 02 Mar 2022
InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input Oren Spector Vladimir Tchuiev Dotan Di Castro 85 24 0 02 Mar 2022
Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images Bang You Oleg Arenz Youping Chen Jan Peters 93 19 0 02 Mar 2022
The Optimal Noise in Noise-Contrastive Learning Is Not What You Think O. Chehab Alexandre Gramfort Aapo Hyvarinen OOD 93 10 0 02 Mar 2022