Survey of segmentation when there are few examples Few Shot Semantic Segmentation: a review of methodologies and open challenges arXiv...

Segment new objects without forgetting old ones by replaying most informative samples with Zhu Continual Semantic Segmentation with...

Image augmentation using DETR transformer to select a patch with DeMix Use the Detection Transformer as a Data Augmenter arXiv paper...

Small object detection using sparsely-connected convolution for less compute with TinyDet TinyDet: Accurate Small Object Detection in...

Learn new objects without forgetting old ones with transformers by using reliability with CL-DETR Continual Detection Transformer for...

Real-time segment all objects in image without training on CPU with Segment Anything Segment Anything Project page...

Get 3D head that is photorealistic and animatable from 1 minute of monocular video with MonoAvatar Learning Personalized High Quality...

Survey of vision-language models for vision tasks Vision-Language Models for Vision Tasks: A Survey arXiv paper abstract...

Get 3D shape even with changing light using view-dependence normalization with VDN-NeRF VDN-NeRF: Resolving Shape-Radiance Ambiguity via...

1.5x faster vision transformers by using activation sparsity with SparseViT SparseViT: Revisiting Activation Sparsity for Efficient...

Get object pose in new domain without labels by automatically fine-tune on new images with TTA-COPE TTA-COPE: Test-Time Adaptation for...

Segment objects in videos using only bounding boxes along with time consistency with MaskFreeVIS Mask-Free Video Instance Segmentation...

Get high-quality 3D shape with realistic texture from LiDAR smartphone by neural geometry with TMO TMO: Textured Mesh Acquisition of...

Real-time shape of moving 3D object and 6-DoF tracking using neural object field with BundleSDF BundleSDF: Neural 6-DoF Tracking and 3D...

Complete point clouds using unsupervised learning by the Sinkhorn algorithm with UDPReg Unsupervised Deep Probabilistic Approach for...

Segment objects in videos using only 2 labeled frames with Two-shot-Video-Object-Segmentation Two-shot Video Object Segmentation arXiv...

Detect all known and unknown objects using many sources and probability calibration with UniDetector Detecting Everything in the Open...

Get 3D shape of novel object from one image using pre-trained diffusion models with Zero-1-to-3 Zero-1-to-3: Zero-shot One Image to 3D...

Vision transformer beats CNN on mobile devices for accuracy and speed with ElasticViT ElasticViT: Conflict-aware Supernet Training for...

Get 3D surface from Neural Radiance Field using signed surface approximation with NeRFMeshing NeRFMeshing: Distilling Neural Radiance...