multimodal learning

4622 papers

Explore in graph

Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation AAAI 2026

Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026

Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification AAAI 2026

MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion AAAI 2026

Vulnerability-Aware Robust Multimodal Adversarial Training AAAI 2026

HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026

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

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

Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026

Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements AAAI 2026

T2Agent: A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search AAAI 2026

Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026

Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity AAAI 2026

VMChill: A Dataset for Fine-Grained Visual-Musical Synergy AAAI 2026

MoEA-Net: Modality-Incremental Expert Aggregation Network for Retinal Prognostic Prediction AAAI 2026

PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026

Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026

HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026

Cancer Survival Prediction by Cyclic Generation and Multi-grained Alignment AAAI 2026

T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion AAAI 2026

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026

Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning AAAI 2026

DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts AAAI 2026

Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions AAAI 2026