| GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models | Oct 5, 2022 | Out-of-Distribution DetectionSegmentation | CodeCode Available | 2 | 5 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 | 5 |
| GroupMamba: Efficient Group-Based Visual State Space Model | Jul 18, 2024 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| GroupViT: Semantic Segmentation Emerges from Text Supervision | Feb 22, 2022 | Object DetectionScene Understanding | CodeCode Available | 2 | 5 |
| Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation | May 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view Cameras | Apr 3, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| DaViT: Dual Attention Vision Transformers | Apr 7, 2022 | Computational EfficiencyImage Classification | CodeCode Available | 2 | 5 |
| BiFormer: Vision Transformer with Bi-Level Routing Attention | Mar 15, 2023 | Computational EfficiencyGPU | CodeCode Available | 2 | 5 |
| Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting | Sep 19, 2024 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 2 | 5 |
| DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception | May 7, 2025 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 | 5 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 | 5 |
| HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation | Apr 27, 2022 | Domain AdaptationGPU | CodeCode Available | 2 | 5 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 | 5 |
| HyperSeg: Towards Universal Visual Segmentation with Large Language Model | Nov 26, 2024 | Language ModelingLarge Language Model | CodeCode Available | 2 | 5 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| IDRNet: Intervention-Driven Relation Network for Semantic Segmentation | Oct 16, 2023 | RelationRelation Network | CodeCode Available | 2 | 5 |
| Binary Neural Networks: A Survey | Mar 31, 2020 | Binarizationimage-classification | CodeCode Available | 2 | 5 |
| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 | 5 |
| Dataset Quantization | Aug 21, 2023 | Dataset Distillationobject-detection | CodeCode Available | 2 | 5 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| DAT++: Spatially Dynamic Vision Transformer with Deformable Attention | Sep 4, 2023 | Image ClassificationInstance Segmentation | CodeCode Available | 2 | 5 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 | 5 |
| CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention | Mar 13, 2023 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
