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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
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 90 0 0 10 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 159 5 0 08 Aug 2024
ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval Ruixiang Zhao Jian Jia Yan Li Xuehan Bai Quan Chen Han Li Peng Jiang Xirong Li 78 0 0 06 Aug 2024
Text-Guided Video Masked Autoencoder D. Fan Jue Wang Shuai Liao Zhikang Zhang Vimal Bhat Xinyu Li VGen 57 3 0 01 Aug 2024
Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image Yi Gu Yoshito Otake Keisuke Uemura Masaki Takao Mazen Soufi Seiji Okada Nobuhiko Sugano Hugues Talbot Yoshinobu Sato 58 0 0 30 Jul 2024
LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment Taoyu Su Xinghua Zhang Shuaiyi Nie Zhenyu Zhang Tingwen Liu 48 2 0 29 Jul 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 180 2 0 29 Jul 2024
Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation Tz-Ying Wu Kyle Min Subarna Tripathi Nuno Vasconcelos EgoV 148 0 0 28 Jul 2024
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective Jingren Liu Zhong Ji YunLong Yu Jiale Cao Yanwei Pang Jungong Han Xuelong Li CLL 142 5 0 24 Jul 2024
QPT V2: Masked Image Modeling Advances Visual Scoring Qizhi Xie Kun Yuan Yunpeng Qu Mingda Wu Ming Sun Chao Zhou Jihong Zhu 83 3 0 23 Jul 2024
SoftCVI: Contrastive variational inference with self-generated soft labels Daniel Ward Mark Beaumont Matteo Fasiolo BDL 235 1 0 22 Jul 2024
Efficient Audio Captioning with Encoder-Level Knowledge Distillation Xuenan Xu Haohe Liu Mengyue Wu Wenwu Wang Mark D. Plumbley 105 1 0 19 Jul 2024
Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors J. Hauret Malo Olivier Thomas Joubaud C. Langrenne Sarah Poirée V. Zimpfer Éric Bavu 185 5 0 16 Jul 2024
Relational Representation Distillation Nikolaos Giakoumoglou Tania Stathaki 125 0 0 16 Jul 2024
Constrained Intrinsic Motivation for Reinforcement Learning Xiang Zheng Jie Zhang Chao Shen Cong Wang 84 3 0 12 Jul 2024
LEMoN: Label Error Detection using Multimodal Neighbors Haoran Zhang Aparna Balagopalan Nassim Oufattole Hyewon Jeong Yan Wu Jiacheng Zhu Marzyeh Ghassemi 130 0 0 10 Jul 2024
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Bin Ren Guofeng Mei D. Paudel Weijie Wang Yawei Li Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 3DPC 116 14 0 08 Jul 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 100 3 0 08 Jul 2024
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness Idris Hamoud Alexandros Karargyris Aidean Sharghi Omid Mohareri N. Padoy SSL 88 1 0 07 Jul 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 117 1 0 04 Jul 2024
InfoNCE: Identifying the Gap Between Theory and Practice E. Rusak Patrik Reizinger Attila Juhos Oliver Bringmann Roland S. Zimmermann Wieland Brendel 133 11 0 28 Jun 2024
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems Hung Vinh Tran Tong Chen Quoc Viet Hung Nguyen Zi-Rui Huang Lizhen Cui Hongzhi Yin 145 2 0 25 Jun 2024
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making Vivek Myers Chongyi Zheng Anca Dragan Sergey Levine Benjamin Eysenbach OffRL 144 14 0 24 Jun 2024
Learning Molecular Representation in a Cell Gang Liu Srijit Seal John Arevalo Zhenwen Liang Anne E Carpenter Meng Jiang Shantanu Singh 106 4 0 17 Jun 2024
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision Yafeng Chen Siqi Zheng Hui Wang Luyao Cheng Qian Chen Shiliang Zhang Wen Wang SSL 61 4 0 17 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 162 4 0 17 Jun 2024
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP Shuyang Lin Tong Jia Hao Wang Bowen Ma Mingyuan Li Dongyue Chen VLM ObjD 82 0 0 16 Jun 2024
MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion Jiaxin Deng Shiyao Wang Yuchen Wang Jiansong Qi Liqin Zhao Guorui Zhou Gaofeng Meng 63 5 0 15 Jun 2024
Grounding Image Matching in 3D with MASt3R Vincent Leroy Yohann Cabon Jérôme Revaud 3DGS 3DV 128 164 0 14 Jun 2024
SViTT-Ego: A Sparse Video-Text Transformer for Egocentric Video Hector A. Valdez Kyle Min Subarna Tripathi VLM 100 2 0 13 Jun 2024
A deep cut into Split Federated Self-supervised Learning Marcin Przewiȩźlikowski Marcin Osial Bartosz Zieliñski Marek 'Smieja FedML 96 0 0 12 Jun 2024
NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks Yuqi Ma Huamin Wang Hangchi Shen Xuemei Chen Shukai Duan Shiping Wen 128 0 0 10 Jun 2024
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping Yunchao Zhang Guandao Yang Leonidas Guibas Yanchao Yang 3DGS 88 1 0 09 Jun 2024
MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations Hemant Yadav Sunayana Sitaram R. Shah SSL 80 1 0 09 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 83 0 0 05 Jun 2024
Negative Prototypes Guided Contrastive Learning for WSOD Yu Zhang Chuang Zhu Guoqing Yang Siqi Chen 110 0 0 04 Jun 2024
Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models Cristiano Patrício C. Barbano Attilio Fiandrotti Riccardo Renzulli Marco Grangetto Luís F. Teixeira João C. Neves DiffM MedIm 82 0 0 02 Jun 2024
Learning Manipulation by Predicting Interaction Jia Zeng Qingwen Bu Bangjun Wang Wenke Xia Li Chen ... Heming Cui Bin Zhao Xuelong Li Yu Qiao Hongyang Li 134 26 0 01 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 176 0 0 31 May 2024
Towards Ontology-Enhanced Representation Learning for Large Language Models Francesco Ronzano Jay Nanavati 67 5 0 30 May 2024
Fill in the Gap! Combining Self-supervised Representation Learning with Neural Audio Synthesis for Speech Inpainting Ihab Asaad Maxime Jacquelin Olivier Perrotin Laurent Girin Thomas Hueber 77 0 0 30 May 2024
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark Chunhui Zhang Li Liu Guanjie Huang Hao Wen Xi Zhou Yanfeng Wang 131 9 0 30 May 2024
May the Dance be with You: Dance Generation Framework for Non-Humanoids Hyemin Ahn DiffM VGen 96 1 0 30 May 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Fuchun Sun Wayne Xin Zhao Ji-Rong Wen 96 4 0 30 May 2024
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses Panagiotis Koromilas Giorgos Bouritsas Theodoros Giannakopoulos M. Nicolaou Yannis Panagakis 75 2 0 28 May 2024
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals Rahul Thapa Bryan He Magnus Ruud Kjær IV HyattE.Moore Gauri Ganjoo Emmanuel Mignot James Zou 78 16 0 28 May 2024
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation Ya Lu Jishnu Jaykumar Yunhui Guo Nicholas Ruozzi Yu Xiang VLM ISeg 151 5 0 28 May 2024
VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation Kuo-Han Hung Pang-Chi Lo Jia-Fong Yeh Han-Yuan Hsu Yi-Ting Chen Winston H. Hsu 159 0 0 26 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 156 0 0 25 May 2024
Learning Invariant Causal Mechanism from Vision-Language Models Changwen Zheng Siyu Zhao Xingyu Zhang Jiangmeng Li Changwen Zheng Jingyao Wang CML BDL VLM 127 0 0 24 May 2024