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08/29/2023
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation
Until recently, the Video Instance Segmentation (VIS) community operated...
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05/12/2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition
In this paper, we study a novel problem in egocentric action recognition...
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04/20/2023
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis
Neural radiance fields (NeRFs) enable novel view synthesis with unpreced...
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03/29/2023
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation
To apply optical flow in practice, it is often necessary to resize the i...
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03/01/2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
The aim of this paper is to propose a mechanism to efficiently and expli...
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12/07/2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation
For low-level computer vision and image processing ML tasks, training on...
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12/04/2022
Fast Point Cloud Generation with Straight Flows
Diffusion models have emerged as a powerful tool for point cloud generat...
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11/16/2022
Consistent Direct Time-of-Flight Video Depth Super-Resolution
Direct time-of-flight (dToF) sensors are promising for next-generation o...
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06/05/2022
Recurrent Video Restoration Transformer with Guided Deformable Attention
Video restoration aims at restoring multiple high-quality frames from mu...
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03/28/2022
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars
A promising direction for recovering the lost information in low-resolut...
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03/15/2022
Learning Spatio-Temporal Downsampling for Effective Video Upscaling
Downsampling is one of the most basic image processing operations. Impro...
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01/28/2022
VRT: A Video Restoration Transformer
Video restoration (e.g., video super-resolution) aims to restore high-qu...
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12/22/2021
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images
A practical eye authentication (EA) system targeted for edge devices nee...
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03/02/2021
Feature-Align Network and Knowledge Distillation for Efficient Denoising
Deep learning-based RAW image denoising is a quintessential problem in i...
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12/03/2020