Artificial Intelligence › Core AI ›

Multimodal Learning

13057 directly classified papers

Papers per year

Papers

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026

Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models AAAI 2026

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026

SatSolarCast: A Flexible Framework for Multimodal Solar Irradiance Forecasting via Memory-Alignment Learning AAAI 2026

Building Instance Segmentation for Dense Urban Settlements AAAI 2026

Multivariate Gaussian Representation Learning for Medical Action Evaluation AAAI 2026

10 Open Challenges Steering the Future of Vision-Language-Action Models AAAI 2026

Data-Efficient and Contact-Rich Manipulation Through Diffusion Augmentation and Vision-Language Models AAAI 2026

From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026

Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning AAAI 2026

ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026

Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment AAAI 2026

Speaker Anonymization for Children's Oral Reading Assessment AAAI 2026

A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract) AAAI 2026

Q-MoFusion: A Quantum Classifier for Masquito Species Classification (Student Abstract) AAAI 2026

An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026

Federated Cross-Modal Style-Aware Prompt Generation (Student Abstract) AAAI 2026

Multimodal Digital Phenotyping for Early Prediction of Manic Episodes Through Keystroke Dynamics and Circadian Pattern Analysis AAAI 2026

Building Interpretable, Trust-worthy Systems for Neural Signal Decoding AAAI 2026

MulTiCast: A Multimodal Time Series Forecasting System AAAI 2026

VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management AAAI 2026

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding AAAI 2026

Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026

OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination AAAI 2026