v1v2 (latest)

Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,325 papers shown

Title
CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers N. Frumkin Dibakar Gope Diana Marculescu ViT MQ 65 1 0 17 Nov 2022
Predicting Human Mobility via Self-supervised Disentanglement Learning Qiang Gao Jinyung Hong Xovee Xu Ping Kuang Fan Zhou Goce Trajcevski 67 12 0 17 Nov 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 121 60 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 66 22 0 16 Nov 2022
The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry Dian Wang Jung Yeon Park Neel Sortur Lawson L. S. Wong Robin Walters Robert Platt AAML 102 36 0 16 Nov 2022
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders W. G. C. Bandara Naman Patel A. Gholami Mehdi Nikkhah M. Agrawal Vishal M. Patel 74 44 0 16 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 104 170 0 16 Nov 2022
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images Yejia Zhang Nishchal Sapkota Pengfei Gu Yao Peng Hao Zheng Da Chen 66 6 0 16 Nov 2022
Homomorphic Self-Supervised Learning Thomas Anderson Keller Xavier Suau Luca Zappella SSL 68 2 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 104 59 0 15 Nov 2022
A Universal Discriminator for Zero-Shot Generalization Haike Xu Zongyu Lin Jing Zhou Yanan Zheng Zhilin Yang AI4CE 66 16 0 15 Nov 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings Elaine Zosa Lidia Pivovarova BDL 60 8 0 15 Nov 2022
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Jinyu Chen Wenchao Xu Song Guo Junxiao Wang Jie Zhang Yining Qi FedML 83 36 0 15 Nov 2022
Contextual Transformer for Offline Meta Reinforcement Learning Runji Lin Ye Li Xidong Feng Zhaowei Zhang Xian Hong Wu Fung Haifeng Zhang Jun Wang Yali Du Yaodong Yang OffRL 76 7 0 15 Nov 2022
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 75 21 0 15 Nov 2022
Improving Children's Speech Recognition by Fine-tuning Self-supervised Adult Speech Representations Renée Lu M. Shahin Beena Ahmed 62 4 0 14 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 121 55 0 14 Nov 2022
Generalized Balancing Weights via Deep Neural Networks Yoshiaki Kitazawa BDL CML 79 1 0 14 Nov 2022
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Yiyang Chen Zhedong Zheng Wei Ji Leigang Qu Tat-Seng Chua 162 45 0 14 Nov 2022
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 72 33 0 14 Nov 2022
Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning Yi Liu Song Guo Jie Zhang Qihua Zhou Yingchun Wang Xiaohan Zhao 85 1 0 14 Nov 2022
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Ziyang Ma Zhisheng Zheng Changli Tang Yujin Wang Xie Chen 124 20 0 14 Nov 2022
Grafting Pre-trained Models for Multimodal Headline Generation Lingfeng Qiao Chen Wu Ye Liu Haoyuan Peng Di Yin Bo Ren 88 6 0 14 Nov 2022
ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations Chanda Grover Indra Deep Mastan Debayan Gupta VLM CLIP 61 4 0 14 Nov 2022
Information-guided pixel augmentation for pixel-wise contrastive learning Quan Quan Qingsong Yao Jun Li S.Kevin Zhou SSL 82 5 0 14 Nov 2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 103 73 0 13 Nov 2022
SCOTCH and SODA: A Transformer Video Shadow Detection Framework Lihao Liu Jean Prost Lei Zhu Nicolas Papadakis Pietro Lio Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 91 23 0 13 Nov 2022
Build generally reusable agent-environment interaction models Jun Jin Hongming Zhang Jun Luo 59 0 0 13 Nov 2022
Deep Reinforcement Learning with Vector Quantized Encoding Liang Zhang Justin Lieffers A. Pyarelal OffRL 63 2 0 12 Nov 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Ziyi Zhang Weikai Chen Hui Cheng Zerui Li Siyuan Li Liang Lin Guanbin Li 72 67 0 12 Nov 2022
Self-Supervised Graph Structure Refinement for Graph Neural Networks Jianan Zhao Qianlong Wen Mingxuan Ju Chuxu Zhang Yanfang Ye 102 21 0 12 Nov 2022
Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning Katherine Metcalf Miguel Sarabia B. Theobald OffRL 91 5 0 12 Nov 2022
Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation Haolun Wu Yingxue Zhang Chen Ma Wei Guo Ruiming Tang Xue Liu Mark Coates 51 4 0 11 Nov 2022
Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization Burcu Küçükoglu Walraaf Borkent Bodo Rueckauer Nasir Ahmad Umut Güçlü Marcel van Gerven 108 2 0 11 Nov 2022
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 92 15 0 11 Nov 2022
Contrastive Learning for Climate Model Bias Correction and Super-Resolution Tristan C Ballard Gopal Erinjippurath AI4Cl 54 4 0 10 Nov 2022
Unbiased Supervised Contrastive Learning C. Barbano Benoit Dufumier Enzo Tartaglione Marco Grangetto Pietro Gori FaML SSL 95 31 0 10 Nov 2022
Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition Zili Huang Zhuo Chen Naoyuki Kanda Jian Wu Yiming Wang Jinyu Li Takuya Yoshioka Xiaofei Wang Peidong Wang 75 3 0 10 Nov 2022
Impact of Adversarial Training on Robustness and Generalizability of Language Models Enes Altinisik Hassan Sajjad Husrev Taha Sencar Safa Messaoud Sanjay Chawla AAML 61 11 0 10 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 52 0 0 10 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 88 0 0 09 Nov 2022
Distribution-based Emotion Recognition in Conversation Wen Wu Chuxu Zhang P. Woodland 84 4 0 09 Nov 2022
Pushing the limits of self-supervised speaker verification using regularized distillation framework Yafeng Chen Siqi Zheng Haibo Wang Luyao Cheng Qian Chen 75 27 0 08 Nov 2022
Pretraining in Deep Reinforcement Learning: A Survey Zhihui Xie Zichuan Lin Junyou Li Shuai Li Deheng Ye OffRL OnRL AI4CE 87 23 0 08 Nov 2022
Graph Contrastive Learning with Implicit Augmentations Huidong Liang Xingjian Du Bilei Zhu Zejun Ma Ke Chen Junbin Gao 91 30 0 07 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 85 1 0 05 Nov 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization David Wan Joey Tianyi Zhou 95 10 0 04 Nov 2022
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification Ruoxi Jiang Rebecca Willett 63 7 0 03 Nov 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 168 9 0 02 Nov 2022
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup Vasista Sai Lodagala Sreyan Ghosh S. Umesh SSL 86 5 0 02 Nov 2022