Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,744 papers shown

Title
Offline Visual Representation Learning for Embodied Navigation Karmesh Yadav Ram Ramrakhya Arjun Majumdar Vincent-Pierre Berges Sachit Kuhar Dhruv Batra Alexei Baevski Oleksandr Maksymets OffRL SSL 52 73 0 27 Apr 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 52 11 0 27 Apr 2022
Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning Philippe Hansen-Estruch Amy Zhang Ashvin Nair Patrick Yin Sergey Levine AI4CE 38 28 0 27 Apr 2022
Relevance-based Margin for Contrastively-trained Video Retrieval Models Alex Falcon Swathikiran Sudhakaran G. Serra Sergio Escalera Oswald Lanz 63 7 0 27 Apr 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 34 19 0 26 Apr 2022
MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval Yuying Ge Yixiao Ge Xihui Liu Alex Jinpeng Wang Jianping Wu Ying Shan Xiaohu Qie Ping Luo VLM 32 44 0 26 Apr 2022
Label Anchored Contrastive Learning for Language Understanding Zhenyu Zhang Yuming Zhao Meng Chen Xiaodong He 29 13 0 26 Apr 2022
Contrastive Language-Action Pre-training for Temporal Localization Mengmeng Xu Erhan Gundogdu ⋆⋆ Maksim Guohao Li M. Donoser Loris Bazzani 45 27 0 26 Apr 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao Dawei Yin J. Huang 49 307 0 26 Apr 2022
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval Eugene Yang Suraj Nair Ramraj Chandradevan Rebecca Iglesias-Flores Douglas W. Oard RALM CLL 55 19 0 25 Apr 2022
On-demand compute reduction with stochastic wav2vec 2.0 Apoorv Vyas Wei-Ning Hsu Michael Auli Alexei Baevski 32 13 0 25 Apr 2022
Masked Image Modeling Advances 3D Medical Image Analysis Zekai Chen Devansh Agarwal Kshitij Aggarwal Wiem Safta Samit Hirawat V. Sethuraman Mariann Micsinai Balan Kevin Brown 49 69 0 25 Apr 2022
Learning Symmetric Embeddings for Equivariant World Models Jung Yeon Park Ondrej Biza Linfeng Zhao Jan-Willem van de Meent Robin Walters 41 42 0 24 Apr 2022
Progressive Learning for Image Retrieval with Hybrid-Modality Queries Yida Zhao Yuqing Song Qin Jin 19 29 0 24 Apr 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 51 19 0 24 Apr 2022
Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation Yu-Hsiang Lin Sen Zhang Tianshui Chen Yongyi Lu G. Li Yukai Shi SSL 39 20 0 23 Apr 2022
A Multi-level Alignment Training Scheme for Video-and-Language Grounding Yubo Zhang Feiyang Niu Q. Ping Govind Thattai CVBM 64 2 0 22 Apr 2022
A Survey of Traversability Estimation for Mobile Robots Christos Sevastopoulos S. Konstantopoulos 51 34 0 22 Apr 2022
iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition Yixuan Wei Yue Cao Zheng Zhang Zhuliang Yao Zhenda Xie Han Hu B. Guo VLM 29 11 0 22 Apr 2022
Universum-inspired Supervised Contrastive Learning Aiyang Han Chuanxing Geng Songcan Chen SSL 34 3 0 22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 52 72 0 21 Apr 2022
Contrastive Test-Time Adaptation Dian Chen Dequan Wang Trevor Darrell Sayna Ebrahimi TTA 31 261 0 21 Apr 2022
Time-based Self-supervised Learning for Wireless Capsule Endoscopy Guillem Pascual Pablo Laiz A. García Hagen Wenzek Jordi Vitrià Santi Seguí 29 11 0 20 Apr 2022
Cross-stitched Multi-modal Encoders Karan Singla Daniel Pressel Ryan Price Bhargav Srinivas Chinnari Yeon-Jun Kim S. Bangalore 31 0 0 20 Apr 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian Yang Zhang Heting Gao Junrui Ni Cheng-I Jeff Lai David D. Cox M. Hasegawa-Johnson Shiyu Chang DRL 37 111 0 20 Apr 2022
INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL Homanga Bharadhwaj Mohammad Babaeizadeh D. Erhan Sergey Levine 51 31 0 18 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 81 4 0 18 Apr 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment Marjan Golmaryami R. Taheri Zahra Pooranian Mohammad Shojafar Pei Xiao 38 12 0 16 Apr 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 33 184 0 16 Apr 2022
CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation Md. Akmal Haidar Mehdi Rezagholizadeh Abbas Ghaddar Khalil Bibi Philippe Langlais Pascal Poupart CLL 51 7 0 15 Apr 2022
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning Mayee F. Chen Daniel Y. Fu A. Narayan Michael Zhang Zhao Song Kayvon Fatahalian Christopher Ré SSL 41 48 0 15 Apr 2022
Patch-wise Contrastive Style Learning for Instagram Filter Removal Furkan Kinli B. Özcan Mustafa Furkan Kıraç 34 7 0 15 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino SSL 49 55 0 15 Apr 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging M. Taher F. Haghighi Michael B. Gotway Jianming Liang OOD SSL 25 31 0 15 Apr 2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma Chu Han Xipeng Pan Lixu Yan Huan Lin Bingbing Li ... Chengda Lu Xin Chen C. Liang Qingling Zhang Zaiyi Liu 59 28 0 13 Apr 2022
Towards Open-Set Object Detection and Discovery Jiyang Zheng Weihao Li Jie Hong L. Petersson Nick Barnes ObjD 51 61 0 12 Apr 2022
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training Andrew Straiton Hard Kurt Partridge Neng Chen S. Augenstein Aishanee Shah ... Sara Ng Jessica Nguyen Ignacio López Moreno Rajiv Mathews F. Beaufays FedML 48 14 0 11 Apr 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 31 8 0 11 Apr 2022
Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels Tianxin Tao Daniele Reda M. van de Panne ViT 24 19 0 11 Apr 2022
Augmentation-Free Graph Contrastive Learning with Performance Guarantee Haonan Wang Jieyu Zhang Qi Zhu Wei Huang 35 31 0 11 Apr 2022
Representation Learning by Detecting Incorrect Location Embeddings Sepehr Sameni Simon Jenni Paolo Favaro ViT 39 4 0 10 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation A. Andonian Shixing Chen Raffay Hamid VLM 42 54 0 10 Apr 2022
Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent Siddhant Garg Dhruval Jain SSL 75 0 0 09 Apr 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Xiao Wang Shihan Dou Li Xiong Yicheng Zou Qi Zhang Tao Gui Liang Qiao Zhanzhan Cheng Xuanjing Huang 24 26 0 09 Apr 2022
Divergence-aware Federated Self-Supervised Learning Weiming Zhuang Yonggang Wen Shuai Zhang FedML 57 98 0 09 Apr 2022
Contextual Representation Learning beyond Masked Language Modeling Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 31 25 0 08 Apr 2022
The Sillwood Technologies System for the VoiceMOS Challenge 2022 Jiameng Gao 35 0 0 08 Apr 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 40 44 0 08 Apr 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Eesung Kim J. Jeon Hyeji Seo Ho-Young Kim SSL 27 39 0 08 Apr 2022
Unsupervised Prompt Learning for Vision-Language Models Hao Huang Jack Chu Fangyun Wei VPVLM MLLM VLM 46 132 0 07 Apr 2022