| LION: Linear Group RNN for 3D Object Detection in Point Clouds | Jul 25, 2024 | 3D Object DetectionLong-range modeling | CodeCode Available | 3 |
| Hierarchical Separable Video Transformer for Snapshot Compressive Imaging | Jul 16, 2024 | Inductive BiasLong-range modeling | CodeCode Available | 1 |
| Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences | Jun 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Long Range Propagation on Continuous-Time Dynamic Graphs | Jun 4, 2024 | Long-range modeling | CodeCode Available | 1 |
| Spatio-Spectral Graph Neural Networks | May 29, 2024 | GPUGraph Classification | CodeCode Available | 1 |
| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space | May 25, 2024 | Image EnhancementLong-range modeling | —Unverified | 0 |
| MambaVC: Learned Visual Compression with Selective State Spaces | May 24, 2024 | Long-range modelingState Space Models | CodeCode Available | 2 |
| DVMSR: Distillated Vision Mamba for Efficient Super-Resolution | May 5, 2024 | Image Super-ResolutionLong-range modeling | CodeCode Available | 2 |
| MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection | Apr 9, 2024 | Anomaly DetectionDecoder | CodeCode Available | 3 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | CodeCode Available | 0 |
| LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation | Mar 12, 2024 | Image SegmentationLong-range modeling | CodeCode Available | 2 |
| MedMamba: Vision Mamba for Medical Image Classification | Mar 6, 2024 | Classificationimage-classification | CodeCode Available | 4 |
| nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model | Feb 5, 2024 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 2 |
| MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration | Jan 25, 2024 | Computed Tomography (CT)Image Registration | CodeCode Available | 2 |
| A Simple LLM Framework for Long-Range Video Question-Answering | Dec 28, 2023 | EgoSchemaLanguage Modelling | CodeCode Available | 1 |
| Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identification | Dec 15, 2023 | DecoderHuman Parsing | CodeCode Available | 0 |
| Recurrent Distance Filtering for Graph Representation Learning | Dec 3, 2023 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Mamba: Linear-Time Sequence Modeling with Selective State Spaces | Dec 1, 2023 | 2D Pose EstimationCommon Sense Reasoning | CodeCode Available | 6 |
| Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function Approximation | Nov 30, 2023 | Long-range modeling | CodeCode Available | 0 |
| Advancing Regular Language Reasoning in Linear Recurrent Neural Networks | Sep 14, 2023 | Language ModellingLong-range modeling | CodeCode Available | 0 |
| Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model | Aug 7, 2023 | Image SegmentationLong-range modeling | —Unverified | 0 |
| TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts | Jul 28, 2023 | Long-range modelingMixture-of-Experts | CodeCode Available | 2 |
| AICT: An Adaptive Image Compression Transformer | Jul 12, 2023 | DecoderImage Compression | —Unverified | 0 |
| ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining | Jun 21, 2023 | DecoderLong-range modeling | CodeCode Available | 1 |
