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Multi-Modal Learning

1,530 papers

Papers per year

3
109
384
'15
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'25

Papers

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
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025
Audio Entailment: Assessing Deductive Reasoning for Audio Understanding AAAI 2025
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025
LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing AAAI 2025
Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech AAAI 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025
A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025