Multimodal Learning

Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022 Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task Interspeech 2022 BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis ACL 2022 Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language Interspeech 2022 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022 Block Diagram-to-Text: Understanding Block Diagram Images by Generating Natural Language Descriptors AACL 2022 Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks EMNLP 2022 BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022 BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NeurIPS 2022 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings EMNLP 2022 Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification EMNLP 2022 Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos CVPR 2022 Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network AAAI 2022 Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation CVPR 2022 Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022 C2SLR: Consistency-Enhanced Continuous Sign Language Recognition CVPR 2022 C3-STISR: Scene Text Image Super-resolution with Triple Clues IJCAI 2022 CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets NeurIPS 2022 Camelira: An Arabic Multi-Dialect Morphological Disambiguator EMNLP 2022 Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? EMNLP 2022 Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge ACL 2022 Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling COLING 2022