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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition INTERSPEECH 2021
Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-Trained DNN-HMM-Based Acoustic-Phonetic Model INTERSPEECH 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs INTERSPEECH 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021
How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021
Uncertainty-Aware Multi-View Representation Learning AAAI 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021
PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool EMNLP 2020
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images INTERSPEECH 2020
Transliteration Based Data Augmentation for Training Multilingual ASR Acoustic Models in Low Resource Settings INTERSPEECH 2020
Multilingual Speech Recognition with Self-Attention Structured Parameterization INTERSPEECH 2020
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters INTERSPEECH 2020
Style Variation as a Vantage Point for Code-Switching INTERSPEECH 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network EMNLP 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition EMNLP 2020
Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020
Answer Generation through Unified Memories over Multiple Passages IJCAI 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP 2020
Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval CVPR 2020
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound CVPR 2020