Transformers

RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models CVPR 2026 Robust Detection of Synthetic Tabular Data Under Schema Variability AAAI 2026 RobustFormer: Noise-Robust Pre-training for Images and Videos WACV 2026 Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026 RPT-SR: Regional Prior attention Transformer for infrared image Super-Resolution WACV 2026 Saliency-Driven Token Merging for Vision Transformers CVPR 2026 Saliency-Guided DETR for Moment Retrieval and Highlight Detection WACV 2026 SAME: Spatial-Aware Multimodal Egocentric Human Pose Estimation AAAI 2026 SAOT: An Enhanced Locality-Aware Spectral Transformer for Solving PDEs AAAI 2026 SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026 Scalable Detection of Undiagnosed ILD in Population Screening: A Multi-Cohort Study using 3D Foundation Models MIDL 2026 Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks AAAI 2026 Scalable Video Action Anticipation with Cross Linear Attentive Memory WACV 2026 SCALAR: Scale-wise Controllable Visual Autoregressive Learning AAAI 2026 Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026 SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection AAAI 2026 SCOPE: Boosting LLM Efficiency with Scoped Position Encoding ACL 2026 ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026 SDT-6D: Fully Sparse Depth-Transformer for Staged End-to-End 6D Pose Estimation in Industrial Multi-View Bin Picking WACV 2026 SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks CVPR 2026 SE360: Semantic Edit in 360° Panoramas via Hierarchical Data Construction AAAI 2026 Seals-NLP at SemEval-2026 Task 9: A Comparative Study of Transformer Architectures for Polarization Detection SemEval 2026 SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition EACL 2026 SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026 SecMoE: Communication-Efficient Secure MoE Inference via Select-Then-Compute AAAI 2026