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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

EmpathicStories++: A Multimodal Dataset for Empathy Towards Personal Experiences ACL 2024
Synthetic Multimodal Question Generation EMNLP 2024
Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024
The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ACL 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models EMNLP 2024
Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024
G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection AAAI 2024
Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning AAAI 2024
LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024
MM-TTS: Multi-Modal Prompt Based Style Transfer for Expressive Text-to-Speech Synthesis AAAI 2024
Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning AAAI 2024
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition AAAI 2024
Towards Robust Visual Understanding: from Recognition to Reasoning AAAI 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024
Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples ACL 2024
Why do LLaVA Vision-Language Models Reply to Images in English? EMNLP 2024
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models ACL 2024
Text-Driven Image Editing via Learnable Regions CVPR 2024
Towards Better Vision-Inspired Vision-Language Models CVPR 2024