Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,736 papers shown

Title
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition Ye Du Jie Zhang Qiu-shi Zhu Lirong Dai Ming Wu Xin Fang Zhouwang Yang 39 2 0 05 Apr 2022
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth Anirudh Gururaj Jamkhandi Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 39 9 0 05 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 46 92 0 04 Apr 2022
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks Zehua Wang Guogang Liao Xiaowen Shi Xiaoxu Wu Wei Shen Yongkang Wang Xingxing Wang Dong Wang OffRL 41 5 0 02 Apr 2022
Bayesian Negative Sampling for Recommendation B. Liu Bang-wei Wang BDL 40 9 0 02 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 46 4 0 02 Apr 2022
CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis Nankai Lin Yingwen Fu Xiaotian Lin Aimin Yang Shengyi Jiang 59 16 0 02 Apr 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Boddeti NAI CML OOD 51 6 0 02 Apr 2022
Learnable latent embeddings for joint behavioral and neural analysis Steffen Schneider Jin Hwa Lee Mackenzie W. Mathis 37 214 0 01 Apr 2022
On the Importance of Asymmetry for Siamese Representation Learning Tianlin Li Haoqi Fan Yuandong Tian Daisuke Kihara Xinlei Chen SSL 35 51 0 01 Apr 2022
From Statistical to Causal Learning Bernhard Schölkopf Julius von Kügelgen CML 36 45 0 01 Apr 2022
Marginal Contrastive Correspondence for Guided Image Generation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Changgong Zhang VLM 42 31 0 01 Apr 2022
On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting Wei-Tsung Kao Yue Wu Chia-Ping Chen Zhi-Sheng Chen Yu-Pao Tsai Hung-yi Lee 27 7 0 01 Apr 2022
Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations Yan Zhang Changyu Li Ivor W. Tsang Hui Xu Lixin Duan Hongzhi Yin Wen Li Jie Shao 47 9 0 01 Apr 2022
Continuous Scene Representations for Embodied AI S. Gadre Kiana Ehsani Shuran Song Roozbeh Mottaghi 41 47 0 31 Mar 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data Junyi Ao Zi-Hua Zhang Long Zhou Shujie Liu Haizhou Li Tom Ko Lirong Dai Jinyu Li Yao Qian Furu Wei SSL 30 19 0 31 Mar 2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations L. D. Prasad Sreyan Ghosh S. Umesh 48 13 0 31 Mar 2022
Semantic Pose Verification for Outdoor Visual Localization with Self-supervised Contrastive Learning Semih Orhan Jose J. Guerrero Y. Bastanlar SSL 18 5 0 31 Mar 2022
How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications Juan Pablo Zuluaga Amrutha Prasad Iuliia Nigmatulina Seyyed Saeed Sarfjoo P. Motlícek Matthias Kleinert H. Helmke Oliver Ohneiser Qingran Zhan 34 44 0 31 Mar 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Kai-Wei Chang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee 49 23 0 31 Mar 2022
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer Alan Baade Puyuan Peng David Harwath 25 97 0 30 Mar 2022
Generative Spoken Dialogue Language Modeling Tu Nguyen Eugene Kharitonov Jade Copet Yossi Adi Wei-Ning Hsu ... Paden Tomasello Robin Algayres Benoît Sagot Abdel-rahman Mohamed Emmanuel Dupoux AuLLM 66 83 0 30 Mar 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo Chaoning Zhang Kang Zhang T. Pham Axi Niu Zhinan Qiao Chang D. Yoo In So Kweon 36 56 0 30 Mar 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 55 118 0 30 Mar 2022
InstaFormer: Instance-Aware Image-to-Image Translation with Transformer Soohyun Kim Jongbeom Baek Jihye Park Gyeongnyeon Kim Seung Wook Kim ViT 53 47 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 34 66 0 29 Mar 2022
Contrasting the landscape of contrastive and non-contrastive learning Ashwini Pokle Jinjin Tian Yuchen Li Andrej Risteski SSL 43 28 0 29 Mar 2022
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal Subhrajyoti Dasgupta Arindam Das S. Yogamani Sudip Das Ciarán Eising Andrei Bursuc Ujjwal Bhattacharya 70 6 0 29 Mar 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 46 24 0 29 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training Xiaotong Li Yixiao Ge Kun Yi Zixuan Hu Ying Shan Ling-yu Duan 42 38 0 29 Mar 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation Zhenguang Liu Runyang Feng Haoming Chen Shuang Wu Yixing Gao Yunjun Gao Xiang Wang 47 42 0 29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 41 262 0 28 Mar 2022
Robust Speaker Recognition with Transformers Using wav2vec 2.0 Sergey Novoselov G. Lavrentyeva Anastasia Avdeeva V. Volokhov Aleksei Gusev ViT 26 18 0 28 Mar 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 25 39 0 28 Mar 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision Sijie Cheng Zhouhong Gu Bang Liu Rui Xie Wei Wu Yanghua Xiao 29 9 0 28 Mar 2022
Learning Where to Learn in Cross-View Self-Supervised Learning Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki SSL 25 41 0 28 Mar 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 51 173 0 28 Mar 2022
Large-scale Bilingual Language-Image Contrastive Learning ByungSoo Ko Geonmo Gu VLM 39 14 0 28 Mar 2022
Single-Stream Multi-Level Alignment for Vision-Language Pretraining Zaid Khan B. Vijaykumar Xiang Yu S. Schulter Manmohan Chandraker Y. Fu CLIP VLM 43 16 0 27 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 35 47 0 27 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 27 119 0 25 Mar 2022
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Sreyan Ghosh Ashish Seth and Deepak Mittal Maneesh Singh S. Umesh SSL 37 6 0 25 Mar 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis Erik Nijkamp Bo Pang Hiroaki Hayashi Lifu Tu Haiquan Wang Yingbo Zhou Silvio Savarese Caiming Xiong ELM 94 990 0 25 Mar 2022
Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap Yifei Wang Qi Zhang Yisen Wang Jiansheng Yang Zhouchen Lin 32 98 0 25 Mar 2022
A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin AAML 34 13 0 25 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 34 15 0 25 Mar 2022
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation Ye Jia Yifan Ding Ankur Bapna Colin Cherry Yu Zhang Alexis Conneau Nobuyuki Morioka 54 20 0 24 Mar 2022
Self-supervised Video-centralised Transformer for Video Face Clustering Yujiang Wang Mingzhi Dong Jie Shen Yi-Si Luo Yiming Lin Pingchuan Ma Stavros Petridis Maja Pantic ViT 42 3 0 24 Mar 2022
Compound Domain Generalization via Meta-Knowledge Encoding Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 64 59 0 24 Mar 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 29 8 0 24 Mar 2022