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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video INTERSPEECH 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models INTERSPEECH 2022
CNN-based Audio Event Recognition for Automated Violence Classification and Rating for Prime Video Content INTERSPEECH 2022
SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms INTERSPEECH 2022
Distilling a Pretrained Language Model to a Multilingual ASR Model INTERSPEECH 2022
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task INTERSPEECH 2022
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Geometric Multimodal Contrastive Representation Learning ICML 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
Translation between Molecules and Natural Language EMNLP 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
Improving English-Arabic Transliteration with Phonemic Memories EMNLP 2022
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection EMNLP 2022
Detecting Dementia from Long Neuropsychological Interviews EMNLP 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation EMNLP 2022
Improving information fusion on multimodal clinical data in classification settings EMNLP 2022
Adversarial Text-to-Speech for low-resource languages EMNLP 2022
Language Adapters for Large-Scale MT: The GMU System for the WMT 2022 Large-Scale Machine Translation Evaluation for African Languages Shared Task EMNLP 2022
Flat Multi-modal Interaction Transformer for Named Entity Recognition COLING 2022
Multi-view and Cross-view Brain Decoding COLING 2022