Multimodal Learning

Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022 A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022 Adversarial Text-to-Speech for low-resource languages EMNLP 2022 An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ACL 2022 Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022 An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks EMNLP 2022 Are People Located in the Places They Mention in Their Tweets? A Multimodal Approach COLING 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022 ASR2K: Speech Recognition for Around 2000 Languages without Audio Interspeech 2022 Attribute-Based Progressive Fusion Network for RGBT Tracking AAAI 2022 Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter Interspeech 2022 Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022 Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022 Bilingual Tabular Inference: A Case Study on Indic Languages NAACL 2022 Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task Interspeech 2022 CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 ClothFormer: Taming Video Virtual Try-On in All Module CVPR 2022 CNN-based Audio Event Recognition for Automated Violence Classification and Rating for Prime Video Content Interspeech 2022 CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis Interspeech 2022 CoHS-CQG: Context and History Selection for Conversational Question Generation COLING 2022 Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation EMNLP 2022 College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022 Confusion Detection for Adaptive Conversational Strategies of An Oral Proficiency Assessment Interview Agent Interspeech 2022 Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022