Transformers

NaVLA$^2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation AAAI 2026 NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection EACL 2026 NLPGroup8 at SemEval-2026 Task 2: Diverse Ensembles and Hierarchical Transformers for Emotional State Prediction SemEval 2026 NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification AAAI 2026 Object-Centric Framework for Video Moment Retrieval AAAI 2026 ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026 OMG-Avatar: One-shot Multi-LOD Gaussian Head Avatar CVPR 2026 OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition CVPR 2026 Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation AAAI 2026 OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation CVPR 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026 On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition AAAI 2026 On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference ACL 2026 On the Role of Transformer Feed-Forward Layers in Nonlinear In-Context Learning ALT 2026 On the Stability and Robustness of Vision Transformers for Neurodegenerative Disease Classification MIDL 2026 OPFormer: Object Pose Estimation Leveraging Foundation Model with Geometric Encoding WACV 2026 Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design ACL 2026 OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026 PACT: Phase-Like Transition Constraints in Adapter-Based Continual Learning of Vision-Language Models CVPR 2026 PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer AAAI 2026 Pano360: Perspective to Panoramic Vision with Geometric Consistency CVPR 2026 PaQ-DETR: Learning Pattern and Quality-Aware Dynamic Queries for Object Detection CVPR 2026 Particulate: Feed-Forward 3D Object Articulation CVPR 2026 PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning ACL 2026 PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology WACV 2026