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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
LIP-Loc: LiDAR Image Pretraining for Cross-Modal Localization Sai Shubodh Puligilla Mohammad Omama Husain Zaidi Udit Singh Parihar Madhava Krishna 85 14 0 27 Dec 2023
Transfer and Alignment Network for Generalized Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Y. Wu Qianying Wang Ping Chen 100 11 0 27 Dec 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining Bumsoo Kim Yeonsik Jo Jinhyung Kim S. Kim VLM 94 8 0 19 Dec 2023
Expediting Contrastive Language-Image Pretraining via Self-distilled Encoders Bumsoo Kim Jinhyung Kim Yeonsik Jo S. Kim VLM 103 4 0 19 Dec 2023
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation Feixiang Zhou Zheheng Jiang Huiyu Zhou Xuelong Li 78 0 0 19 Dec 2023
When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook Wenzhao Jiang Hao Liu Hui Xiong CML AI4CE 158 3 0 19 Dec 2023
Event-Based Contrastive Learning for Medical Time Series Hyewon Jeong Nassim Oufattole Matthew B. A. McDermott Aparna Balagopalan P. Chandak Marzyeh Ghassemi Collin M. Stultz 91 6 0 16 Dec 2023
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks Changjiang Li Ren Pang Bochuan Cao Zhaohan Xi Jinghui Chen Shouling Ji Ting Wang AAML 64 6 0 14 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 64 1 0 09 Dec 2023
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning Cheng Liang Donghua Yang Zhiyu Liang Hongzhi Wang Zheng Liang Xiyang Zhang Jianfeng Huang AI4TS 467 2 0 09 Dec 2023
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Navid Mohammadi Foumani Chang Wei Tan Geoffrey I. Webb Hamid Rezatofighi Mahsa Salehi SSL AI4TS 105 5 0 07 Dec 2023
Towards More Practical Group Activity Detection: A New Benchmark and Model Dongkeun Kim Youngkil Song Minsu Cho Suha Kwak 75 3 0 05 Dec 2023
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction Zilin Du Haoxin Li Xu Guo Boyang Li 93 1 0 05 Dec 2023
CLAMP: Contrastive LAnguage Model Prompt-tuning Piotr Teterwak Ximeng Sun Bryan A. Plummer Kate Saenko Ser-Nam Lim MLLM VLM 82 1 0 04 Dec 2023
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning Aristotelis Ballas Vasileios Papapanagiotou Christos Diou 58 0 0 01 Dec 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 97 8 0 29 Nov 2023
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning Yaoquan Wei Shunyu Liu Mingli Song Tongya Zheng Kaixuan Chen Yong Wang Mingli Song 69 1 0 28 Nov 2023
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 152 8 0 28 Nov 2023
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 153 20 0 27 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 164 3 0 27 Nov 2023
Class Gradient Projection For Continual Learning Cheng Chen Ji Zhang Jingkuan Song Lianli Gao CLL 47 17 0 25 Nov 2023
Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning Achref Jaziri Sina Ditzel Iuliia Pliushch Visvanathan Ramesh SSL 75 1 0 22 Nov 2023
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search Hefeng Wu Weifeng Chen Zhibin Liu Tianshui Chen Zhiguang Chen Liang Lin 86 13 0 15 Nov 2023
SceneScore: Learning a Cost Function for Object Arrangement Ivan Kapelyukh Edward Johns OffRL DiffM OCL 106 4 0 14 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 83 3 0 14 Nov 2023
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Bin Xiao Haiping Wu Weijian Xu Xiyang Dai Houdong Hu Yumao Lu Michael Zeng Ce Liu Lu Yuan VLM 123 174 0 10 Nov 2023
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck Kieran A. Murphy Danielle Bassett 84 5 0 08 Nov 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 49 0 0 07 Nov 2023
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language Eghbal A. Hosseini Evelina Fedorenko LLMSV 61 6 0 05 Nov 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning Xiaojun Guo Yifei Wang Zeming Wei Yisen Wang 103 12 0 05 Nov 2023
Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks Yifan Wang Qingyan Guo Xinzhe Ni Chufan Shi Lemao Liu Haiyun Jiang Yujiu Yang ReLM RALM 51 8 0 03 Nov 2023
End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation Juan Pablo Zuluaga Zhaocheng Huang Xing Niu Rohit Paturi S. Srinivasan Prashant Mathur Brian Thompson Marcello Federico BDL 74 2 0 01 Nov 2023
Offline RL with Observation Histories: Analyzing and Improving Sample Complexity Joey Hong Anca Dragan Sergey Levine OffRL 62 5 0 31 Oct 2023
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification Siyu Qi Achintha Wijesinghe Lahiru D. Chamain Zhi Ding 41 0 0 30 Oct 2023
Adversarial Examples Are Not Real Features Ang Li Yifei Wang Yiwen Guo Yisen Wang 93 13 0 29 Oct 2023
Towards Matching Phones and Speech Representations Gene-Ping Yang Hao Tang SSL 66 1 0 26 Oct 2023
Towards Self-Interpretable Graph-Level Anomaly Detection Yixin Liu Kaize Ding Qinghua Lu Fuyi Li Leo Yu Zhang Shirui Pan 117 54 0 25 Oct 2023
I $^2$ MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation Yunyao Mao Jiajun Deng Wen-gang Zhou Zhenbo Lu Wanli Ouyang Houqiang Li VLM 85 1 0 24 Oct 2023
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt Mouxiang Chen Zemin Liu Chenghao Liu Jundong Li Qiheng Mao Jianling Sun AAML 88 14 0 23 Oct 2023
HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks Yihong Ma Ning Yan Jiayu Li Masood S. Mortazavi Nitesh Chawla 83 20 0 23 Oct 2023
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes Ruiquan Huang Yuan Cheng Jing Yang Vincent Tan Yingbin Liang 77 0 0 20 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features Huayu Li Ana S. Carreon-Rascon Xiwen Chen Geng Yuan Ao Li AI4TS 38 5 0 19 Oct 2023
Few-Shot In-Context Imitation Learning via Implicit Graph Alignment Vitalis Vosylius Edward Johns 91 9 0 18 Oct 2023
Self-supervision meets kernel graph neural models: From architecture to augmentations Jiawang Dan Ruofan Wu Yunpeng Liu Baokun Wang Changhua Meng ... Tianyi Zhang Ningtao Wang Xin Fu Qi Li Weiqiang Wang SSL 78 1 0 17 Oct 2023
Understanding Contrastive Learning via Distributionally Robust Optimization Junkang Wu Jiawei Chen Jiancan Wu Wentao Shi Xiang Wang Xiangnan He 120 27 0 17 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 101 5 0 16 Oct 2023
MOCHA: Real-Time Motion Characterization via Context Matching Deok-Kyeong Jang Yuting Ye Jungdam Won Sung-Hee Lee 66 7 0 16 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 64 2 0 15 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 66 2 0 15 Oct 2023
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context Yicheng Song Shuyong Gao Haozhe Xing Yiting Cheng Yan Wang Wenqiang Zhang 60 1 0 14 Oct 2023