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multimodal learning

4622 papers

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large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

Topic Modeling of Multimodal Data: An Autoregressive Approach CVPR 2014
Multi-View Super Vector for Action Recognition CVPR 2014
Multimodal Learning in Loosely-organized Web Images CVPR 2014
Semi-supervised Relational Topic Model for Weakly Annotated Image Recognition in Social Media CVPR 2014
Improved Multimodal Deep Learning with Variation of Information NIPS 2014
Multimodal Neural Language Models ICML 2014
Multimodal Learning with Deep Boltzmann Machines JMLR 2014
6 Seconds of Sound and Vision: Creativity in Micro-Videos CVPR 2014
MODEC: Multimodal Decomposable Models for Human Pose Estimation CVPR 2013
Translating Video Content to Natural Language Descriptions ICCV 2013
A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching CVPR 2013
The Multi-Task Learning View of Multimodal Data ACML 2013
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine CVPR 2013
A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NIPS 2013
Co-Regularized Hashing for Multimodal Data NIPS 2012
Multimodal Learning with Deep Boltzmann Machines NIPS 2012
Im2Text: Describing Images Using 1 Million Captioned Photographs NIPS 2011
An Alternative to Low-level-Sychrony-Based Methods for Speech Detection NIPS 2010
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation NIPS 2009
Filtering Abstract Senses From Image Search Results NIPS 2009