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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,229 papers shown

Title
CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning Shiyun Tian Hongxin Wei Yiqun Wang Lei Feng 79 8 0 18 Mar 2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva SSL 86 8 0 16 Mar 2023
TriAAN-VC: Triple Adaptive Attention Normalization for Any-to-Any Voice Conversion Hyun Joon Park Seok Woo Yang Jin Sob Kim Wooseok Shin S. W. Han 68 20 0 16 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation Daixuan Cheng Shaohan Huang Junyu Bi Yu-Wei Zhan Jianfeng Liu Yujing Wang Hao Sun Furu Wei Denvy Deng Qi Zhang RALM LRM 88 69 0 15 Mar 2023
Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos D. Fan De-Yun Yang Xinyu Li Vimal Bhat M. Rohith SSL 51 1 0 13 Mar 2023
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents Weixiong Lin Ziheng Zhao Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM MedIm 73 159 0 13 Mar 2023
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brain Charissa Poon M. F. Rachmadi Michal Byra Matthias Schlachter Binbing Xu T. Shimogori Henrik Skibbe 41 0 0 13 Mar 2023
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks Wenhan Yang Jingdong Gao Baharan Mirzasoleiman VLM 174 20 0 13 Mar 2023
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network Yumeng Song Yu Gu Tianyi Li Jianzhong Qi Zhenghao Liu Christian S. Jensen Ge Yu SSL 80 19 0 10 Mar 2023
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs Fangda Li Zhiqiang Hu Wen Chen A. Kak 57 27 0 10 Mar 2023
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning Qian Jiang Changyou Chen Han Zhao Liqun Chen Q. Ping S. D. Tran Yi Xu Belinda Zeng Trishul Chilimbi 97 43 0 10 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Helen Zhou 91 20 0 05 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 106 91 0 02 Mar 2023
Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning Huiwon Jang Hankook Lee Jinwoo Shin VLM SSL 97 18 0 02 Mar 2023
An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization Ravid Shwartz-Ziv Randall Balestriero Kenji Kawaguchi Tim G. J. Rudner Yann LeCun 70 23 0 01 Mar 2023
Modern Bayesian Experimental Design Tom Rainforth Adam Foster Desi R. Ivanova Freddie Bickford-Smith 121 88 0 28 Feb 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design Desi R. Ivanova Joel Jennings Tom Rainforth Cheng Zhang Adam Foster 100 3 0 27 Feb 2023
Contrastive Video Question Answering via Video Graph Transformer Junbin Xiao Pan Zhou Angela Yao Yicong Li Richang Hong Shuicheng Yan Tat-Seng Chua ViT 110 37 0 27 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 131 109 0 23 Feb 2023
Self-supervised network distillation: an effective approach to exploration in sparse reward environments Matej Pecháč M. Chovanec Igor Farkaš 73 4 0 22 Feb 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 86 1 0 21 Feb 2023
Simple Disentanglement of Style and Content in Visual Representations Lilian Ngweta Subha Maity Alex Gittens Yuekai Sun Mikhail Yurochkin CoGe DRL 96 8 0 20 Feb 2023
Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition Xie Chen Ziyang Ma Changli Tang Yujin Wang Zhi-shen Zheng 54 4 0 18 Feb 2023
Scalable Prompt Generation for Semi-supervised Learning with Language Models Yuhang Zhou Suraj Maharjan Bei Liu VLM 92 14 0 18 Feb 2023
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation Xuheng Cai Chao Huang Lianghao Xia Xubin Ren 96 222 0 16 Feb 2023
LipLearner: Customizable Silent Speech Interactions on Mobile Devices Zixiong Su Shitao Fang Jun Rekimoto 82 26 0 12 Feb 2023
Compositional Exemplars for In-context Learning Jiacheng Ye Zhiyong Wu Jiangtao Feng Tao Yu Lingpeng Kong 151 134 0 11 Feb 2023
Dive into the Resolution Augmentations and Metrics in Low Resolution Face Recognition: A Plain yet Effective New Baseline Xu Ling Yichen Lu Wenqi Xu Weihong Deng Yingjie Zhang Xingchen Cui Hongzhi Shi Dongchao Wen CVBM 90 3 0 11 Feb 2023
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue Thomas Mulc Debidatta Dwibedi SSL 28 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 117 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 130 70 0 09 Feb 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 43 1 0 09 Feb 2023
Multiview Representation Learning from Crowdsourced Triplet Comparisons Xiaotian Lu Jiyi Li Koh Takeuchi H. Kashima SSL 51 2 0 08 Feb 2023
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs Michael Kirchhof Enkelejda Kasneci Seong Joon Oh UQCV 543 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 88 42 0 03 Feb 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 129 123 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 31 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 92 13 0 30 Jan 2023
Multi-video Moment Ranking with Multimodal Clue Danyang Hou Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng 53 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 45 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 88 21 0 28 Jan 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts Minghao Xu Xinyu Yuan Santiago Miret Jian Tang AI4TS 106 106 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 87 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 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