multimodal learning

Lexi: Self-Supervised Learning of the UI Language EMNLP 2022 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NeurIPS 2022 LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection CVPR 2022 Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022 LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022 Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification (Extended Abstract) IJCAI 2022 Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning NeurIPS 2022 LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022 LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022 M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022 MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching NeurIPS 2022 MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022 MAESTRO: Matched Speech Text Representations through Modality Matching Interspeech 2022 MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022 Make It Move: Controllable Image-to-Video Generation With Text Descriptions CVPR 2022 MAPS: Multimodal Attention for Product Similarity WACV 2022 MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022 MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing IJCAI 2022 MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022 MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022 MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection IJCAI 2022 MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding EMNLP 2022 MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities SemEval 2022