| A Unified Framework for 3D Scene Understanding | Jul 3, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 2 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 |
| In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation | Aug 9, 2024 | Image to textObject | CodeCode Available | 2 |
| AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions | Sep 3, 2024 | Autonomous DrivingDeep Attention | CodeCode Available | 2 |
| A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection | Mar 9, 2022 | Co-Salient Object Detectionobject-detection | CodeCode Available | 2 |
| Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration | Nov 23, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| Dataset Quantization | Aug 21, 2023 | Dataset Distillationobject-detection | CodeCode Available | 2 |
| InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding | Mar 15, 2022 | Boundary DetectionHuman Parsing | CodeCode Available | 2 |
| KPConvX: Modernizing Kernel Point Convolution with Kernel Attention | May 21, 2024 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 2 |
| Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts | Jul 2, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| LambdaNetworks: Modeling Long-Range Interactions Without Attention | Feb 17, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Boundary-Aware Segmentation Network for Mobile and Web Applications | Jan 12, 2021 | Camouflaged Object SegmentationDecoder | CodeCode Available | 2 |
| Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers | Mar 5, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 2 |
| Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping | Apr 9, 2024 | Image RetrievalObject | CodeCode Available | 2 |
| Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling | Jul 6, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Learning Vision from Models Rivals Learning Vision from Data | Dec 28, 2023 | Contrastive LearningImage Captioning | CodeCode Available | 2 |
| Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels | Mar 5, 2024 | Pseudo LabelSemantic Segmentation | CodeCode Available | 2 |
| Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| Locality Alignment Improves Vision-Language Models | Oct 14, 2024 | Semantic SegmentationSpatial Reasoning | CodeCode Available | 2 |
| CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention | Mar 13, 2023 | image-classificationImage Classification | CodeCode Available | 2 |
