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Papers
FEAST-Mamba: FEAture and SpaTial Aware Mamba Network with Bidirectional Orthogonal Fusion for Cross-Modal Point Cloud Segmentation
AAAI 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis
IJCNLP 2025
FOMO-3D: Using Vision Foundation Models for Long-Tailed 3D Object Detection
CoRL 2025
FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement
ICCV 2025
Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process
IJCAI 2025
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection
AAAI 2025
How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM
IJCAI 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection
EMNLP 2025
HyperFM: Fact-Centric Multimodal Fusion for Link Prediction over Hyper-Relational Knowledge Graphs
ACL 2025
Identity-Text Video Corpus Grounding
AAAI 2025
Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model
Interspeech 2025
In-context Prompt-augmented Micro-video Popularity Prediction
AAAI 2025
InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling
ICCV 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
IJCNLP 2025
Interactive Fusion of Multi-View Speech Embeddings via Pretrained Large-Scale Speech Models for Speech Emotional Attribute Prediction in Naturalistic Conditions
Interspeech 2025
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts
AAAI 2025
L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection
AAAI 2025
Language-Guided Audio-Visual Learning for Long-Term Sports Assessment
CVPR 2025
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
ACL 2025
Lessons Learnt: Revisit Key Training Strategies for Effective Speech Emotion Recognition in the Wild
Interspeech 2025
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment
Interspeech 2025
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech
Interspeech 2025
Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction
ICLR 2025
Lightweight Speech Enhancement Model Based on Harmonic Attention and Phase Estimation with Skin-Attachable Accelerometer
Interspeech 2025
MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition
IJCAI 2025