Multimodal Learning

Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022 Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multi-Modal Answer Validation for Knowledge-Based VQA AAAI 2022 Multimodal Context Carryover EMNLP 2022 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022 Multimodal Dialogue Response Generation ACL 2022 Multimodal Dialogue State Tracking NAACL 2022 Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing NeurIPS 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 Multimodal Material Segmentation CVPR 2022 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022 Multimodal Robustness for Neural Machine Translation EMNLP 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 Multimodal Sarcasm Target Identification in Tweets ACL 2022 Multi-View Depth Estimation by Fusing Single-View Depth Probability With Multi-View Geometry CVPR 2022 Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022 Multi-VQG: Generating Engaging Questions for Multiple Images EMNLP 2022 MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022 MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022 Mutual Information Divergence: A Unified Metric for Multimodal Generative Models NeurIPS 2022 Mutual Information-Driven Pan-Sharpening CVPR 2022 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NeurIPS 2022 Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022 Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022