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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Expanding Large Pre-Trained Unimodal Models With Multimodal Information Injection for Image-Text Multimodal Classification CVPR 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals ACL 2022
JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes NAACL 2022
Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022
Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering IJCAI 2022
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022
Improving Personalized Explanation Generation through Visualization ACL 2022
Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NIPS 2022
Modality-Agnostic Learning for Radar-Lidar Fusion in Vehicle Detection CVPR 2022
Invariant Grounding for Video Question Answering CVPR 2022
Towards Multimodal Vision-Language Models Generating Non-generic Text AAAI 2022
Visual Consensus Modeling for Video-Text Retrieval AAAI 2022
Automatic Multimodal Emotion Recognition Using Facial Expression, Voice, and Text IJCAI 2022
“You might think about slightly revising the title”: Identifying Hedges in Peer-tutoring Interactions ACL 2022
PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022
MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022
HateU at SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification NAACL 2022
S2 Transformer for Image Captioning IJCAI 2022
Globetrotter: Connecting Languages by Connecting Images CVPR 2022
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022