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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition INTERSPEECH 2024
Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation COLING 2024
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SEMEVAL 2024
LLM-Driven Multimodal Opinion Expression Identification INTERSPEECH 2024
Contrastive Feedback Mechanism for Simultaneous Speech Translation INTERSPEECH 2024
EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NIPS 2024
QFNU_CS at SemEval-2024 Task 3: A Hybrid Pre-trained Model based Approach for Multimodal Emotion-Cause Pair Extraction Task SEMEVAL 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models INTERSPEECH 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes SEMEVAL 2024
A multimodal analysis of different types of laughter expression in conversational dialogues INTERSPEECH 2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding INTERSPEECH 2024
ArMeme: Propagandistic Content in Arabic Memes EMNLP 2024
An End-to-End Speech Summarization Using Large Language Model INTERSPEECH 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models INTERSPEECH 2024
Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis INTERSPEECH 2024
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models INTERSPEECH 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations NAACL 2024
MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting INTERSPEECH 2024
Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in Memes SEMEVAL 2024
BERTastic at SemEval-2024 Task 4: State-of-the-Art Multilingual Propaganda Detection in Memes via Zero-Shot Learning with Vision-Language Models SEMEVAL 2024
SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers SEMEVAL 2024
NCL Team at SemEval-2024 Task 3: Fusing Multimodal Pre-training Embeddings for Emotion Cause Prediction in Conversations SEMEVAL 2024
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024