Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,501 papers shown

Title
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series Yihe Wang Yu Han Haishuai Wang Xiang Zhang AI4TS 42 46 0 21 Oct 2023
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes Ruiquan Huang Yuan Cheng Jing Yang Vincent Tan Yingbin Liang 30 0 0 20 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 32 33 0 20 Oct 2023
MOCHA: Real-Time Motion Characterization via Context Matching Deok-Kyeong Jang Yuting Ye Jungdam Won Sung-Hee Lee 32 6 0 16 Oct 2023
DropMix: Better Graph Contrastive Learning with Harder Negative Samples Yueqi Ma Minjie Chen Xiang Li SSL 33 1 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 40 2 0 15 Oct 2023
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction Seohong Park Oleh Rybkin Sergey Levine OffRL 38 34 0 13 Oct 2023
Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations Lu Li Yuxin Pan Ruobing Chen Jie Liu Zilin Wang Yu Liu Zhiheng Li 50 0 0 13 Oct 2023
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models Sreyan Ghosh Ashish Seth Sonal Kumar Utkarsh Tyagi Chandra Kiran Reddy Evuru S. Ramaneswaran S. Sakshi Oriol Nieto R. Duraiswami Dinesh Manocha AuLLM VLM CoGe 48 23 0 12 Oct 2023
Survey on Imbalanced Data, Representation Learning and SEP Forecasting Josias Moukpe AI4TS 37 0 0 11 Oct 2023
Causal Unsupervised Semantic Segmentation Junho Kim Byung-Kwan Lee Yonghyun Ro 41 18 0 11 Oct 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 29 0 0 10 Oct 2023
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 50 26 0 10 Oct 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 44 1 0 08 Oct 2023
Transferable Availability Poisoning Attacks Yiyong Liu Michael Backes Xiao Zhang AAML 32 3 0 08 Oct 2023
Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection Weihua Liu Lin Li Chaochao Lin Said Boumaraf CVBM 41 0 0 08 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 30 2 0 08 Oct 2023
Perfect Alignment May be Poisonous to Graph Contrastive Learning Jingyu Liu Huayi Tang Yong Liu 33 2 0 06 Oct 2023
All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization Pablo V. A. Barros A. Sciutti SSL 33 3 0 02 Oct 2023
Structural Adversarial Objectives for Self-Supervised Representation Learning Xiao Zhang Michael Maire 16 1 0 30 Sep 2023
Training a Large Video Model on a Single Machine in a Day Yue Zhao Philipp Krahenbuhl VLM 41 15 0 28 Sep 2023
Self-supervised Cross-view Representation Reconstruction for Change Captioning Yunbin Tu Liang Li Filippos Christianos Zheng-Jun Zha Zhibin Li Qingming Huang SSL 29 24 0 28 Sep 2023
Task-Oriented Koopman-Based Control with Contrastive Encoder Xubo Lyu Hanyang Hu Seth Siriya Ye Pu Mo Chen 36 6 0 28 Sep 2023
On the Sweet Spot of Contrastive Views for Knowledge-enhanced Recommendation Haibo Ye Xinjie Li Yuan Yao Hanghang Tong 43 0 0 23 Sep 2023
Robust Navigation with Cross-Modal Fusion and Knowledge Transfer Wenzhe Cai Guangran Cheng Lingyue Kong Lu Dong Changyin Sun 34 1 0 23 Sep 2023
See to Touch: Learning Tactile Dexterity through Visual Incentives Irmak Güzey Yinlong Dai Ben Evans Soumith Chintala Lerrel Pinto 39 31 0 21 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang Tung M. Luu Thang Vu Chang D. Yoo 32 9 0 21 Sep 2023
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Qian Chen Hangzhou He ... Zhaoheng Xie Yanye Lu Qiushi Ren Zhaoheng Xie Yanye Lu 36 0 0 21 Sep 2023
Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation Pavan Seshadri Peter Knees 25 5 0 20 Sep 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 36 9 0 20 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 43 6 0 20 Sep 2023
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Chen Jiang Hong Liu Xuzheng Yu Qing Wang Yuan Cheng ... Zhongyi Liu Qingpei Guo Wei Chu Ming-Hsuan Yang Yuan Qi 36 10 0 20 Sep 2023
Sound Source Localization is All about Cross-Modal Alignment Arda Senocak H. Ryu Junsik Kim Tae-Hyun Oh Hanspeter Pfister Joon Son Chung 38 18 0 19 Sep 2023
Contrastive Initial State Buffer for Reinforcement Learning Nico Messikommer Yunlong Song Davide Scaramuzza OffRL 49 9 0 18 Sep 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 23 0 0 18 Sep 2023
Understanding the limitations of self-supervised learning for tabular anomaly detection Kimberly T. Mai Toby O. Davies Lewis D. Griffin SSL 37 0 0 15 Sep 2023
Hodge-Aware Contrastive Learning Alexander Mollers Alexander Immer Vincent Fortuin Elvin Isufi 43 1 0 14 Sep 2023
CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning Qingtian Bian Jiaxing Xu Hui Fang Yiping Ke 24 7 0 09 Sep 2023
Frequency-Aware Self-Supervised Long-Tailed Learning Ci-Siang Lin Min-Hung Chen Y. Wang 32 3 0 09 Sep 2023
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion Yujin Jeong Won-Wha Ryoo Seunghyun Lee Dabin Seo Wonmin Byeon Sangpil Kim Jinkyu Kim DiffM 32 29 0 08 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
Pre- and post-contact policy decomposition for non-prehensile manipulation with zero-shot sim-to-real transfer Minchan Kim Junhyek Han Jaehyung Kim Beomjoon Kim 27 17 0 06 Sep 2023
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability Chuning Zhu Max Simchowitz Siri Gadipudi Abhishek Gupta 48 13 0 31 Aug 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition Zhisheng Zheng Ziyang Ma Yu Wang Xie Chen 36 2 0 28 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 36 0 0 28 Aug 2023
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning Bang-ju Yang Fenglin Liu X. Wu Yaowei Wang Xu Sun Yuexian Zou VLM CLIP 46 13 0 25 Aug 2023
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