Small object detection using sparsely-connected convolution for less compute with TinyDet

Learn new objects without forgetting old ones with transformers by using reliability with CL-DETR

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

Get 3D head that is photorealistic and animatable from 1 minute of monocular video with MonoAvatar

Survey of vision-language models for vision tasks

Get 3D shape even with changing light using view-dependence normalization with VDN-NeRF

1.5x faster vision transformers by using activation sparsity with SparseViT

Get object pose in new domain without labels by automatically fine-tune on new images with TTA-COPE

Segment objects in videos using only bounding boxes along with time consistency with MaskFreeVIS

Get high-quality 3D shape with realistic texture from LiDAR smartphone by neural geometry with TMO

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

Complete point clouds using unsupervised learning by the Sinkhorn algorithm with UDPReg

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

Detect all known and unknown objects using many sources and probability calibration with UniDetector

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

Vision transformer beats CNN on mobile devices for accuracy and speed with ElasticViT

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

Survey of visual recognition with deep learning on new domains using only a few examples

Get absolute depth in monocular self-supervised depth estimation by global scale factor with Dana

3D object detection boxes directly from image and point data using multi-modal features with CMT