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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

A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication INTERSPEECH 2023
Calibrating Multimodal Learning ICML 2023
Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023
Cross-Modal Fine-Tuning: Align then Refine ICML 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023
Scaling Laws for Generative Mixed-Modal Language Models ICML 2023
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023
Multimodal Assessment of Bulbar Amyotrophic Lateral Sclerosis (ALS) Using a Novel Remote Speech Assessment App INTERSPEECH 2023
Dual Memory Fusion for Multimodal Speech Emotion Recognition INTERSPEECH 2023
Discrimination of the Different Intents Carried by the Same Text Through Integrating Multimodal Information INTERSPEECH 2023
SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition INTERSPEECH 2023
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network INTERSPEECH 2023
Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid INTERSPEECH 2023
MMLung: Moving Closer to Practical Lung Health Estimation using Smartphones INTERSPEECH 2023
Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning INTERSPEECH 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023
Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023
VIMA: Robot Manipulation with Multimodal Prompts ICML 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
Intuitive Multilingual Audio-Visual Speech Recognition with a Single-Trained Model EMNLP 2023
A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023
Multimodal Automated Fact-Checking: A Survey EMNLP 2023
Mulan: A Multi-Level Alignment Model for Video Question Answering EMNLP 2023
Improving Speech Translation by Fusing Speech and Text EMNLP 2023