4k
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CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
hkchengrex/CascadePSP
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CVPR 2020
In this paper, we propose a novel approach to address the high-resolution segmentation problem without using any high-resolution training data.
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation
Motivated by the lack of a large video aerial dataset, we also introduce Ruralscapes, a new dataset with high resolution (4K) images and manually-annotated dense labels every 50 frames - the largest of its kind, to the best of our knowledge.
Real-Time High-Resolution Background Matting
PeterL1n/BackgroundMattingV2
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CVPR 2021
We introduce a real-time, high-resolution background replacement technique which operates at 30fps in 4K resolution, and 60fps for HD on a modern GPU.
Best-Buddy GANs for Highly Detailed Image Super-Resolution
Jia-Research-Lab/Simple-SR
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We consider the single image super-resolution (SISR) problem, where a high-resolution (HR) image is generated based on a low-resolution (LR) input.
One-Shot Affordance Detection
lhc1224/OSAD_Net
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To empower robots with this ability in unseen scenarios, we consider the challenging one-shot affordance detection problem in this paper, i. e., given a support image that depicts the action purpose, all objects in a scene with the common affordance should be detected.
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool System
Commonly used EEG acquisition system's hardware and software are usually closed-source.
Capturing and Inferring Dense Full-Body Human-Scene Contact
We capture a new dataset called RICH for "Real scenes, Interaction, Contact and Humans."
BoW3D: Bag of Words for Real-Time Loop Closing in 3D LiDAR SLAM
To address this limitation, we present a novel Bag of Words for real-time loop closing in 3D LiDAR SLAM, called BoW3D.
Towards Real-Time 4K Image Super-Resolution
eduardzamfir/RT4KSR
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CVPRW 2023
Over the past few years, high-definition videos and images in 720p (HD), 1080p (FHD), and 4K (UHD) resolution have become standard.
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
HazyResearch/hyena-dna
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NeurIPS 2023
Leveraging Hyena's new long-range capabilities, we present HyenaDNA, a genomic foundation model pretrained on the human reference genome with context lengths of up to 1 million tokens at the single nucleotide-level - an up to 500x increase over previous dense attention-based models.
