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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR 2017
Combating Human Trafficking with Multimodal Deep Models ACL 2017
Diversity driven attention model for query-based abstractive summarization ACL 2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017
Tensor Fusion Network for Multimodal Sentiment Analysis EMNLP 2017
Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion IJCAI 2017
Missing Modalities Imputation via Cascaded Residual Autoencoder CVPR 2017
Draw and Tell: Multimodal Descriptions Outperform Verbal- or Sketch-Only Descriptions in an Image Retrieval Task IJCNLP 2017
Inter-Task System Fusion for Speaker Recognition INTERSPEECH 2016
Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement INTERSPEECH 2016
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights CVPR 2016
Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels CVPR 2016
Teaming Up: Making the Most of Diverse Representations for a Novel Personalized Speech Retrieval Application INTERSPEECH 2016
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification INTERSPEECH 2016
Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments INTERSPEECH 2016
A WFST Framework for Single-Pass Multi-Stream Decoding INTERSPEECH 2016
Cross-Domain Image Retrieval With a Dual Attribute-Aware Ranking Network ICCV 2015
Building Dynamic Cloud Maps From the Ground Up ICCV 2015
Class Consistent Multi-Modal Fusion With Binary Features CVPR 2015
Weakly-Supervised Alignment of Video With Text ICCV 2015
Near-Online Multi-Target Tracking With Aggregated Local Flow Descriptor ICCV 2015
Quality-based Multimodal Classification using Tree-Structured Sparsity CVPR 2014
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NIPS 2013
3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval ICCV 2013
Correlated random features for fast semi-supervised learning NIPS 2013