linear complexity

TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 ViT$^3$: Unlocking Test-Time Training in Vision CVPR 2026 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025 DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025 Efficient Concertormer for Image Deblurring and Beyond ICCV 2025 Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity ICLR 2025 Learning to (Learn at Test Time): RNNs with Expressive Hidden States ICML 2025 LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity CVPR 2025 Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025 ModRWKV: Transformer Multimodality in Linear Time EMNLP 2025 Pamba: Enhancing Global Interaction in Point Clouds via State Space Model AAAI 2025 PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning AAAI 2025 Primphormer: Efficient Graph Transformers with Primal Representations ICML 2025 Star with Bilinear Mapping CVPR 2025 TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state ICML 2025 Understanding and Improving Length Generalization in Recurrent Models ICML 2025 Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025 ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025 ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models ICCV 2025 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ACL 2024 GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer ICML 2024 Linear-Complexity Self-Supervised Learning for Speech Processing Interspeech 2024 Linear-time Differential Inverse Kinematics: an Augmented Lagrangian Perspective RSS 2024 MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NeurIPS 2024