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Multimodal Learning

13057 directly classified papers

Papers per year

Papers

ManyModalQA: Modality Disambiguation and QA over Diverse Inputs AAAI 2020
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis AAAI 2020
Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network AAAI 2020
Sentence Generation for Entity Description with Content-Plan Attention AAAI 2020
Visual Agreement Regularized Training for Multi-Modal Machine Translation AAAI 2020
MULE: Multimodal Universal Language Embedding AAAI 2020
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA AAAI 2020
One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020
Caption Alignment for Low Resource Audio-Visual Data INTERSPEECH 2020
Lip Graph Assisted Audio-Visual Speech Recognition Using Bidirectional Synchronous Fusion INTERSPEECH 2020
Should we Hard-Code the Recurrence Concept or Learn it Instead ? Exploring the Transformer Architecture for Audio-Visual Speech Recognition INTERSPEECH 2020
Pair Expansion for Learning Multilingual Semantic Embeddings Using Disjoint Visually-Grounded Speech Audio Datasets INTERSPEECH 2020
Modeling Global Body Configurations in American Sign Language INTERSPEECH 2020
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews INTERSPEECH 2020
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors INTERSPEECH 2020
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology INTERSPEECH 2020
Toward Silent Paralinguistics: Speech-to-EMG — Retrieving Articulatory Muscle Activity from Speech INTERSPEECH 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss INTERSPEECH 2020
The DKU Speech Activity Detection and Speaker Identification Systems for Fearless Steps Challenge Phase-02 INTERSPEECH 2020
Subjective Quality Evaluation of Speech Signals Transmitted via BPL-PLC Wired System INTERSPEECH 2020
Competency Evaluation in Voice Mimicking Using Acoustic Cues INTERSPEECH 2020
Coswara — A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis INTERSPEECH 2020
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations INTERSPEECH 2020
Detection of Subclinical Mild Traumatic Brain Injury (mTBI) Through Speech and Gait INTERSPEECH 2020