conftrace_

linear complexity

62 papers

Explore in graph

Co-occurring keywords

attention mechanism (4001) efficient computing (781) transformer architecture (1560) state space model (390) vision transformer (1106) self-attention mechanism (352) image classification (1944) linear attention (52) semantic segmentation (3186) approximation algorithm (630)

Papers

TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026
DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity CVPR 2025
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning AAAI 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025
Efficient Concertormer for Image Deblurring and Beyond ICCV 2025
Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model AAAI 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
Star with Bilinear Mapping CVPR 2025
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025
ModRWKV: Transformer Multimodality in Linear Time EMNLP 2025
Scaling Laws for Linear Complexity Language Models EMNLP 2024
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding INTERSPEECH 2024
Linear-Complexity Self-Supervised Learning for Speech Processing INTERSPEECH 2024
One-step Spiking Transformer with a Linear Complexity IJCAI 2024
Linear-time Differential Inverse Kinematics: an Augmented Lagrangian Perspective RSS 2024
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
SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs WACV 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration NIPS 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis NIPS 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024
VFIMamba: Video Frame Interpolation with State Space Models NIPS 2024