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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

Describing Images Fast and Slow: Quantifying and Predicting the Variation in Human Signals during Visuo-Linguistic Processes EACL 2024
RECANTFormer: Referring Expression Comprehension with Varying Numbers of Targets EMNLP 2024
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024
SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution IJCAI 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024
Eyes Don’t Lie: Subjective Hate Annotation and Detection with Gaze EMNLP 2024
Multimodal Multi-loss Fusion Network for Sentiment Analysis NAACL 2024
M2Beats: When Motion Meets Beats in Short-form Videos IJCAI 2024
ASGIR: audio spectrogram transformer guided classification and information retrieval for birds INTERSPEECH 2024
ChatCam: Empowering Camera Control through Conversational AI NIPS 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach INTERSPEECH 2024
ArMeme: Propagandistic Content in Arabic Memes EMNLP 2024
Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation INTERSPEECH 2024
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024
Relational Programming with Foundational Models AAAI 2024
Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024
Multimodal Belief Prediction INTERSPEECH 2024
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis INTERSPEECH 2024