Multimodal Learning

Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR 2015 Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks CVPR 2015 Expressing an Image Stream with a Sequence of Natural Sentences NeurIPS 2015 Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries CVPR 2015 VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases CVPR 2015 Weakly-Supervised Alignment of Video With Text ICCV 2015 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014 Improved Multimodal Deep Learning with Variation of Information NeurIPS 2014 Seeing What You're Told: Sentence-Guided Activity Recognition In Video CVPR 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 A Sentence Is Worth a Thousand Pixels CVPR 2013 Decoding Children's Social Behavior CVPR 2013 DeViSE: A Deep Visual-Semantic Embedding Model NeurIPS 2013 Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NeurIPS 2013 Zero-Shot Learning Through Cross-Modal Transfer NeurIPS 2013 Multimodal Learning with Deep Boltzmann Machines NeurIPS 2012 Im2Text: Describing Images Using 1 Million Captioned Photographs NeurIPS 2011 Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition NeurIPS 2010 Matching Words and Pictures JMLR 2003