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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

ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021
FIXMYPOSE: Pose Correctional Captioning and Retrieval AAAI 2021
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor AAAI 2021
Modality-specific Distillation NAACL 2021
A Package for Learning on Tabular and Text Data with Transformers NAACL 2021
News Content Completion with Location-Aware Image Selection AAAI 2021
FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction AAAI 2021
Learning Intuitive Physics with Multimodal Generative Models AAAI 2021
Attention Bottlenecks for Multimodal Fusion NIPS 2021
Debiased Visual Question Answering from Feature and Sample Perspectives NIPS 2021
Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning ICML 2021
Transductive Visual Verb Sense Disambiguation WACV 2021
Recognizing Multimodal Entailment IJCNLP 2021
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling IJCNLP 2021
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data IJCNLP 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation IJCNLP 2021
Control Image Captioning Spatially and Temporally IJCNLP 2021
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021
Exploiting Image–Text Synergy for Contextual Image Captioning EACL 2021
Dependency Induction Through the Lens of Visual Perception CONLL 2021
Adaptive Fusion Techniques for Multimodal Data EACL 2021
Learning Multimodal Rewards from Rankings CORL 2021
Learning to be Multimodal : Co-evolving Sensory Modalities and Sensor Properties CORL 2021