| Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling | Jul 22, 2024 | Continual Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation | Jul 21, 2024 | PositionSegmentation | —Unverified | 0 |
| MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM | Jul 21, 2024 | Few-Shot LearningGPU | —Unverified | 0 |
| Downstream-Pretext Domain Knowledge Traceback for Active Learning | Jul 20, 2024 | Active LearningDiversity | —Unverified | 0 |
| PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates | Jul 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Scale Disparity of Instances in Interactive Point Cloud Segmentation | Jul 19, 2024 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation | Jul 19, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation | Jul 19, 2024 | Class-Incremental Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model | Jul 19, 2024 | Image GenerationInstance Segmentation | —Unverified | 0 |
| EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition | Jul 19, 2024 | Emotion Recognitionimage-classification | —Unverified | 0 |
| GaussianBeV: 3D Gaussian Representation meets Perception Models for BeV Segmentation | Jul 19, 2024 | BEV SegmentationScene Understanding | —Unverified | 0 |
| ViLLa: Video Reasoning Segmentation with Large Language Model | Jul 18, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| Many Perception Tasks are Highly Redundant Functions of their Input Data | Jul 18, 2024 | Depth EstimationOptical Flow Estimation | —Unverified | 0 |
| Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability | Jul 18, 2024 | Image SegmentationMaximum Separation | —Unverified | 0 |
| Learning Camouflaged Object Detection from Noisy Pseudo Label | Jul 18, 2024 | Camouflaged Object SegmentationMemorization | —Unverified | 0 |
| GroupMamba: Efficient Group-Based Visual State Space Model | Jul 18, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures | Jul 18, 2024 | DecoderFeature Upsampling | CodeCode Available | 1 |
| Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models | Jul 18, 2024 | 3D Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| Tree semantic segmentation from aerial image time series | Jul 18, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation | Jul 18, 2024 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 0 |
| MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis | Jul 18, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation | Jul 18, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation | Jul 18, 2024 | Incremental LearningSemantic Segmentation | CodeCode Available | 0 |
| FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions | Jul 18, 2024 | Domain AdaptationSegmentation | —Unverified | 0 |
| SegPoint: Segment Any Point Cloud via Large Language Model | Jul 18, 2024 | 3D Semantic SegmentationLanguage Modeling | —Unverified | 0 |
