vision transformer

Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding EACL 2026 MATT-Diff: Multimodal Active Target Tracking by Diffusion Policy L4DC 2026 MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning WACV 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 MUFASA: A Multi-Layer Framework for Slot Attention CVPR 2026 MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection MIDL 2026 MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation AAAI 2026 MuViT: Multi-Resolution Vision Transformers for Learning Across Scales in Microscopy CVPR 2026 NAPP: Noise-Adaptive Prototype Perturbation for Few-Shot Learning WACV 2026 NuWa: Deriving Lightweight Class-Specific Vision Transformers for Edge Devices CVPR 2026 One-Shot Refiner: Boosting Feed-forward Novel View Synthesis via One-Step Diffusion AAAI 2026 On the Stability and Robustness of Vision Transformers for Neurodegenerative Disease Classification MIDL 2026 PercHead: Perceptual Head Model for Single-Image 3D Head Reconstruction & Editing CVPR 2026 Polyphony: Diffusion-based Dual-Hand Action Segmentation with Alternating Vision Transformer and Semantic Conditioning CVPR 2026 Power of Boundary and Reflection: Semantic Transparent Object Segmentation using Pyramid Vision Transformer with Transparent Cues WACV 2026 Random Wins All: Rethinking Grouping Strategies for Vision Tokens CVPR 2026 ReMoE: Region-Mixture Experts for Adversarially-Robust Vision Transformers CVPR 2026 Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models AAAI 2026 Revisiting Token Compression for Accelerating ViT-based Sparse Multi-View 3D Object Detectors CVPR 2026 Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment WACV 2026 RPT-SR: Regional Prior attention Transformer for infrared image Super-Resolution WACV 2026 Saliency-Driven Token Merging for Vision Transformers CVPR 2026 Scalable Detection of Undiagnosed ILD in Population Screening: A Multi-Cohort Study using 3D Foundation Models MIDL 2026 Selection-as-Nonlinearity: Bridging Attention and Activation via a Joint Game-Decision Lens for Interpretable, Discriminative Visual Representations CVPR 2026 Shortcut Learning Susceptibility in Vision Classifiers (Student Abstract) AAAI 2026