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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

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities CVPR 2024
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024
Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning AAAI 2024
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024
msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024
Narrative Action Evaluation with Prompt-Guided Multimodal Interaction CVPR 2024
All in One Framework for Multimodal Re-identification in the Wild CVPR 2024
Octopi: Object Property Reasoning with Large Tactile-Language Models RSS 2024
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
Speech ReaLLM – Real-time Speech Recognition with Multimodal Language Models by Teaching the Flow of Time INTERSPEECH 2024
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024
MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval CVPR 2024
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis AAAI 2024
Exploring Curriculum Learning for Vision-Language Tasks: A Study on Small-Scale Multimodal Training CONLL 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
Just Add ?! Pose Induced Video Transformers for Understanding Activities of Daily Living CVPR 2024
Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos WACV 2024
Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora CONLL 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024
A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender CONLL 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning INTERSPEECH 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024