Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,505 papers shown

Title
Masked Feature Modelling: Feature Masking for the Unsupervised Pre-training of a Graph Attention Network Block for Bottom-up Video Event Recognition Dimitrios Daskalakis Nikolaos Gkalelis Vasileios Mezaris 40 0 0 24 Aug 2023
Adversarial Illusions in Multi-Modal Embeddings Tingwei Zhang Rishi Jha Eugene Bagdasaryan Vitaly Shmatikov AAML 39 8 0 22 Aug 2023
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 39 4 0 22 Aug 2023
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers N. Frumkin Dibakar Gope Diana Marculescu MQ 48 17 0 21 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 27 2 0 21 Aug 2023
Indonesian Automatic Speech Recognition with XLSR-53 Panji Arisaputra Amalia Zahra 21 6 0 20 Aug 2023
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction Yucheng Shi Yushun Dong Qiaoyu Tan Jundong Li Ninghao Liu 53 25 0 18 Aug 2023
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling Ziwei Yang Zhengjun Chen Yasuko Matsubara Yasushi Sakurai 32 2 0 17 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 42 115 0 16 Aug 2023
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing Bo Lin Shoshanna Saxe Timothy C. Y. Chan HAI 49 0 0 15 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 31 7 0 14 Aug 2023
Channel-Wise Contrastive Learning for Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Tongliang Liu NoLa 47 0 0 14 Aug 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 67 2 0 14 Aug 2023
Toward a Better Understanding of Loss Functions for Collaborative Filtering Seongmin Park Mincheol Yoon Jae-woong Lee Hogun Park Jongwuk Lee 39 14 0 11 Aug 2023
Image-based Geolocalization by Ground-to-2.5D Map Matching Mengjie Zhou Liu Liu Yiran Zhong Andrew Calway 29 3 0 11 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 26 16 0 08 Aug 2023
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning Zitan Chen Zhuang Qi Xiao Cao Xiangxian Li Xiangxu Meng Lei Meng 22 8 0 08 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 76 352 0 07 Aug 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 34 3 0 04 Aug 2023
Model Provenance via Model DNA Xin Mu Yu Wang Yehong Zhang Jiaqi Zhang Haibo Wang Yang Xiang Yue Yu SyDa 30 0 0 04 Aug 2023
Exploring Part-Informed Visual-Language Learning for Person Re-Identification Y. Lin Cong Liu Yehansen Chen Jinshui Hu Bing Yin Baocai Yin Zengfu Wang 64 7 0 04 Aug 2023
Online Prototype Learning for Online Continual Learning Yujie Wei Jiaxin Ye Zhizhong Huang Junping Zhang Hongming Shan CLL OnRL 41 39 0 01 Aug 2023
Stochastic positional embeddings improve masked image modeling Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 36 3 0 31 Jul 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 45 28 0 31 Jul 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 47 6 0 30 Jul 2023
HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation Zuyan Liu Gaojie Lin Congyi Wang Min Zheng Feida Zhu 3DH 24 0 0 29 Jul 2023
UniBriVL: Robust Universal Representation and Generation of Audio Driven Diffusion Models Sen Fang Bowen Gao Yangjian Wu T. Teoh DiffM 34 1 0 29 Jul 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 50 36 0 28 Jul 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 34 14 0 27 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 42 21 0 27 Jul 2023
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning Soorena Salari Amir Rasoulian H. Rivaz Yiming Xiao 37 5 0 26 Jul 2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network Zhibo Tain Xiaolin Zhang Peng Zhang Kun Zhan 38 9 0 26 Jul 2023
RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment Kevin Kaichuang Yang Dan Klein Asli Celikyilmaz Nanyun Peng Yuandong Tian ALM 41 30 0 24 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Steven C. H. Hoi 3DH 41 8 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 39 45 0 24 Jul 2023
Rethinking Data Distillation: Do Not Overlook Calibration Dongyao Zhu Bowen Lei Jie M. Zhang Yanbo Fang Ruqi Zhang Yiqun Xie Dongkuan Xu DD FedML 30 15 0 24 Jul 2023
Self-Supervised Learning for Audio-Based Emotion Recognition Peranut Nimitsurachat Peter Washington 32 3 0 23 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 39 20 0 22 Jul 2023
On-Robot Bayesian Reinforcement Learning for POMDPs Hai V. Nguyen Sammie Katt Yuchen Xiao Chris Amato OffRL 26 1 0 22 Jul 2023
Towards the Sparseness of Projection Head in Self-Supervised Learning Zeen Song Xingzhe Su Jingyao Wang Jingyao Wang Changwen Zheng Gang Hua 44 3 0 18 Jul 2023
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 43 3 0 17 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 36 70 0 10 Jul 2023
FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? Zihao Jiang Yunkai Dang Dong Pang Huishuai Zhang Weiran Huang VLM 57 2 0 09 Jul 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 36 8 0 08 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 59 15 0 07 Jul 2023
Policy Contrastive Imitation Learning Jialei Huang Zhao-Heng Yin Yingdong Hu Yang Gao 37 3 0 06 Jul 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Gene-Ping Yang Yue Gu Qingming Tang Dongsu Du Yuzong Liu 27 5 0 06 Jul 2023
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 26 2 0 05 Jul 2023
A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation Louis Airale Dominique Vaufreydaz Xavier Alameda-Pineda 23 1 0 04 Jul 2023