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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

Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions EMNLP 2024
Financial Forecasting from Textual and Tabular Time Series EMNLP 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes SEMEVAL 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection INTERSPEECH 2024
I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding WACV 2024
Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP 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
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models INTERSPEECH 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
AVR: synergizing foundation models for audio-visual humor detection INTERSPEECH 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models INTERSPEECH 2024
LLM-Driven Multimodal Opinion Expression Identification INTERSPEECH 2024
MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting INTERSPEECH 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models INTERSPEECH 2024
An End-to-End Speech Summarization Using Large Language Model INTERSPEECH 2024
Participant-Pair-Wise Bottleneck Transformer for Engagement Estimation from Video Conversation INTERSPEECH 2024
OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization INTERSPEECH 2024
ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024