Multimodal Learning

Detecting Euphemisms with Literal Descriptions and Visual Imagery EMNLP 2022 Divert More Attention to Vision-Language Tracking NeurIPS 2022 Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation EMNLP 2022 Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022 DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection AAAI 2022 Edge-Aware Guidance Fusion Network for RGB–Thermal Scene Parsing AAAI 2022 EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NeurIPS 2022 Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022 Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022 Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022 Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022 FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022 FashionVLP: Vision Language Transformer for Fashion Retrieval With Feedback CVPR 2022 Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022 Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022 Fine-Grained Semantically Aligned Vision-Language Pre-Training NeurIPS 2022 FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022 GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022 GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022 GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution COLING 2022 Grounded Language-Image Pre-Training CVPR 2022 Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022 Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022