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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025
Partial Point Cloud Registration with Multi-view 2D Image Learning AAAI 2025
Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing AAAI 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025
Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025
M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025
Cross-Domain Trajectory Association Based on Hierarchical Spatiotemporal Enhanced Attention Hypergraph AAAI 2025
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025
Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025
Debiased Multimodal Understanding for Human Language Sequences AAAI 2025
JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025
Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration AAAI 2025
Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources AAAI 2025
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis AAAI 2025
Read, Watch and Scream! Sound Generation from Text and Video AAAI 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label AAAI 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities AAAI 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025
CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception AAAI 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning AAAI 2025
Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images ACL 2025