Multimodal Learning

End-to-End Audio-Visual Neural Speaker Diarization Interspeech 2022 End-to-End Referring Video Object Segmentation With Multimodal Transformers CVPR 2022 Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022 Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022 Expressive Talking Head Generation With Granular Audio-Visual Control CVPR 2022 Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 Flat Multi-modal Interaction Transformer for Named Entity Recognition COLING 2022 GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech NeurIPS 2022 Geometric Multimodal Contrastive Representation Learning ICML 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022 Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification Interspeech 2022 Guiding Visual Question Generation NAACL 2022 Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 Hate Speech and Counter Speech Detection: Conversational Context Does Matter NAACL 2022 How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection EMNLP 2022 HSC4D: Human-Centered 4D Scene Capture in Large-Scale Indoor-Outdoor Space Using Wearable IMUs and LiDAR CVPR 2022 Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022 Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022 Improving English-Arabic Transliteration with Phonemic Memories EMNLP 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022 ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 2022