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Survey of segmentation when there are few examples

morrislee

Apr 13, 20231 min read

Survey of segmentation when there are few examples

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

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Segment new objects without forgetting old ones by replaying most informative samples with Zhu

morrislee

Apr 12, 20231 min read

Segment new objects without forgetting old ones by replaying most informative samples with Zhu

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

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Image augmentation using DETR transformer to select a patch with DeMix

morrislee

Apr 11, 20231 min read

Image augmentation using DETR transformer to select a patch with DeMix

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

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

morrislee

Apr 10, 20231 min read

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

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

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

morrislee

Apr 7, 20231 min read

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

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

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

morrislee

Apr 6, 20231 min read

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

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

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

morrislee

Apr 5, 20231 min read

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

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

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Survey of vision-language models for vision tasks

morrislee

Apr 4, 20231 min read

Survey of vision-language models for vision tasks

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

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

morrislee

Apr 3, 20231 min read

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

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

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1.5x faster vision transformers by using activation sparsity with SparseViT

morrislee

Mar 31, 20231 min read

1.5x faster vision transformers by using activation sparsity with SparseViT

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

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

morrislee

Mar 30, 20231 min read

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

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

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

morrislee

Mar 29, 20231 min read

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

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

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

morrislee

Mar 28, 20231 min read

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

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

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

morrislee

Mar 27, 20231 min read

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

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

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

morrislee

Mar 24, 20231 min read

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

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

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

morrislee

Mar 23, 20231 min read

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

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

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

morrislee

Mar 22, 20231 min read

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

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

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

morrislee

Mar 21, 20231 min read

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

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...

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

morrislee

Mar 20, 20231 min read

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

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

188 views0 comments

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

morrislee

Mar 17, 20231 min read

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

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

115 views0 comments

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News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

Survey of segmentation when there are few examples

Segment new objects without forgetting old ones by replaying most informative samples with Zhu

Image augmentation using DETR transformer to select a patch with DeMix

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

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