Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,451 papers shown

Title
Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training Ye Lin Tun Chu Myaet Thwal Minh N. H. Nguyen Choong Seon Hong 48 0 0 22 Jul 2024
SoftCVI: Contrastive variational inference with self-generated soft labels Daniel Ward Mark Beaumont Matteo Fasiolo BDL 55 0 0 22 Jul 2024
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models Xuenan Xu Pingyue Zhang Ming Yan Ji Zhang Mengyue Wu VLM 26 0 0 19 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Changwen Zheng Wenwen Qiang Jianqi Zhang Changwen Zheng Jingyao Wang SSL 68 0 0 19 Jul 2024
Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment Arda Senocak H. Ryu Junsik Kim Tae-Hyun Oh Hanspeter Pfister Joon Son Chung 38 3 0 18 Jul 2024
Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning Yunbin Tu Liang-Sheng Li Li Su Chenggang Yan Qin Huang 50 5 0 16 Jul 2024
Relational Representation Distillation Nikolaos Giakoumoglou Tania Stathaki 40 0 0 16 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 85 1 0 16 Jul 2024
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion Yongyuan Liang Tingqiang Xu Kaizhe Hu Guangqi Jiang Furong Huang Huazhe Xu VGen LM&Ro DiffM 53 2 0 15 Jul 2024
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Yuheng Li Tianyu Luan Yizhou Wu Shaoyan Pan Yenho Chen Xiaofeng Yang 40 5 0 09 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 53 9 0 08 Jul 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 50 2 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 36 1 0 07 Jul 2024
Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning Jingshen Zhang Xinying Qiu Teng Shen Wenyu Wang Kailin Zhang Wenhe Feng 43 0 0 06 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 33 3 0 05 Jul 2024
Fine-grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction Zhongnuo Yan Xin Yang Mingyuan Luo Jiongquan Chen Rusi Chen Lian Liu Dong Ni 31 2 0 05 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 57 3 0 03 Jul 2024
Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining Qi Zhang Tianqi Du Haotian Huang Yifei Wang Yisen Wang 44 3 0 01 Jul 2024
Machine Learning Predictors for Min-Entropy Estimation Javier Blanco-Romero Vicente Lorenzo Florina Almenáres Mendoza Daniel Díaz Sánchez 30 1 0 28 Jun 2024
InfoNCE: Identifying the Gap Between Theory and Practice E. Rusak Patrik Reizinger Attila Juhos Oliver Bringmann Roland S. Zimmermann Wieland Brendel 37 6 0 28 Jun 2024
MATE: Meet At The Embedding -- Connecting Images with Long Texts Young Kyun Jang Junmo Kang Yong Jae Lee Donghyun Kim VLM 44 5 0 26 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 45 1 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 50 8 0 24 Jun 2024
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering Shishir Reddy Vutukur Heike Brock Benjamin Busam Tolga Birdal Andreas Hutter Slobodan Ilic 40 5 0 19 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 29 2 0 17 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 50 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 43 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 31 3 0 15 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 45 2 0 15 Jun 2024
Grounding Image Matching in 3D with MASt3R Vincent Leroy Yohann Cabon Jérôme Revaud 3DGS 3DV 54 127 0 14 Jun 2024
Cognitively Inspired Energy-Based World Models Alexi Gladstone Ganesh Nanduru Md. Mofijul Islam Aman Chadha Jundong Li Tariq Iqbal 49 0 0 13 Jun 2024
SViTT-Ego: A Sparse Video-Text Transformer for Egocentric Video Hector A. Valdez Kyle Min Subarna Tripathi VLM 50 1 0 13 Jun 2024
Refining Self-Supervised Learnt Speech Representation using Brain Activations Hengyu Li Kangdi Mei Zhaoci Liu Yang Ai Liping Chen Jie Zhang Zhenhua Ling SSL 29 1 0 12 Jun 2024
A deep cut into Split Federated Self-supervised Learning Marcin Przewiȩźlikowski Marcin Osial Bartosz Zieliñski Marek 'Smieja FedML 40 0 0 12 Jun 2024
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Shuvendu Roy Yasaman Parhizkar Franklin Ogidi Vahid Reza Khazaie Michael Colacci Ali Etemad Elham Dolatabadi Arash Afkanpour VLM 52 1 0 11 Jun 2024
Bridging Language Gaps in Audio-Text Retrieval Zhiyong Yan Heinrich Dinkel Yongqing Wang Jizhong Liu Junbo Zhang Yujun Wang Bin Wang VLM 39 4 0 11 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 59 0 0 10 Jun 2024
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping Yunchao Zhang Guandao Yang Leonidas J. Guibas Yanchao Yang 3DGS 33 1 0 09 Jun 2024
Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task Jie Liu Yao Wu Xiaotong Luo Zongze Wu 39 0 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 59 1 0 09 Jun 2024
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Chi-Sheng Chen Chun-Shu Wei 48 9 0 05 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 28 0 0 05 Jun 2024
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes Gabriele Berton Lorenz Junglas Riccardo Zaccone Thomas Pollok Barbara Caputo Carlo Masone 42 4 0 04 Jun 2024
Negative Prototypes Guided Contrastive Learning for WSOD Yu Zhang Chuang Zhu Guoqing Yang Siqi Chen 35 0 0 04 Jun 2024
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning Yang Chen Tian He Junfeng Fu Ling Wang Jingcai Guo Hong Cheng VLM 39 2 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 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 33 0 0 30 May 2024
May the Dance be with You: Dance Generation Framework for Non-Humanoids Hyemin Ahn DiffM VGen 33 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 40 3 0 30 May 2024
Partial Information Decomposition for Data Interpretability and Feature Selection Charles Westphal Stephen Hailes Mirco Musolesi 40 0 0 29 May 2024