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multimodal fusion

303 papers

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Co-occurring keywords

multimodal learning (4645) emotion recognition (661) attention mechanism (4001) contrastive learning (4032) feature fusion (555) representation learning (6206) multimodal sentiment analysis (112) video understanding (1658) sentiment analysis (2084) object detection (2762)

Papers

LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation CVPR 2024
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024
AudioVSR: Enhancing Video Speech Recognition with Audio Data EMNLP 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024
MSU-4S - The Michigan State University Four Seasons Dataset CVPR 2024
Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning CVPR 2024
Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
Multimodal Fusion of Music Theory-Inspired and Self-Supervised Representations for Improved Emotion Recognition INTERSPEECH 2024
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition IJCAI 2023
RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy NIPS 2023
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection INTERSPEECH 2023
Hierarchical3D Adapters for Long Video-to-text Summarization EACL 2023
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change ICCV 2023
Audio-Visual Glance Network for Efficient Video Recognition ICCV 2023
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients INTERSPEECH 2023
PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction INTERSPEECH 2023
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023
Dynamic Regularization in UDA for Transformers in Multimodal Classification ACL 2023
MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations ACL 2023
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis EMNLP 2023
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification EMNLP 2023