multimodal learning

4622 papers

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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

Bridging Modalities via Progressive Re-alignment for Multimodal Test-Time Adaptation AAAI 2026

Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026

MuseDance: A Diffusion-based Music-Driven Image Animation System WACV 2026

MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026

UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026

Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026

MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026

mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026

Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026

What Happens When: Learning Temporal Orders of Events in Videos WACV 2026

FujiView: Multimodal Late-Fusion for Predicting Scenic Visibility WACV 2026

LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation WACV 2026

Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments WACV 2026

GateFusion: Hierarchical Gated Cross-Modal Fusion for Active Speaker Detection WACV 2026

Towards Photorealistic Style Transfer with Multimodal Guidance and Robustness to Content Images in Arbitrary Styles WACV 2026

Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships WACV 2026

CoreCaption: Core Caption based Text-to-Video Retrieval WACV 2026

FG-TRACER: Tracing Information Flow in Multimodal Large Language Models in Free-Form Generation WACV 2026

START: Spatial and Textual Learning for Chart Understanding WACV 2026

PerVL-Bench: Benchmarking Multimodal Personalization for Large Vision-Language Models WACV 2026

Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026

ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026

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