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05/18/2023
Comparative Study: Standalone IEEE 16-bit Floating-Point for Image Classification
Reducing the number of bits needed to encode the weights and activations...
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05/10/2023
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era
Generative AI (AIGC, a.k.a. AI generated content) has made remarkable pr...
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01/10/2023
InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning
The construction of lightweight High-definition (HD) maps containing geo...
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08/25/2022
A Deep Perceptual Measure for Lens and Camera Calibration
Image editing and compositing have become ubiquitous in entertainment, f...
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06/01/2022
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection
Training models dedicated to semantic segmentation requires a large amou...
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03/24/2022
Keypoints Tracking via Transformer Networks
In this thesis, we propose a pioneering work on sparse keypoints trackin...
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11/23/2021
Deep Point Cloud Reconstruction
Point cloud obtained from 3D scanning is often sparse, noisy, and irregu...
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11/22/2021
PointMixer: MLP-Mixer for Point Cloud Understanding
MLP-Mixer has newly appeared as a new challenger against the realm of CN...
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10/13/2021
Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation
Estimating the motion of the camera together with the 3D structure of th...
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08/19/2021
VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction
To reconstruct a 3D scene from a set of calibrated views, traditional mu...
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04/19/2021
Restoration of Video Frames from a Single Blurred Image with Motion Understanding
We propose a novel framework to generate clean video frames from a singl...
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03/23/2021
Stereo Object Matching Network
This paper presents a stereo object matching method that exploits both 2...
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03/04/2021
Optical Flow Estimation from a Single Motion-blurred Image
In most of computer vision applications, motion blur is regarded as an u...
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03/04/2021
Motion-blurred Video Interpolation and Extrapolation
Abrupt motion of camera or objects in a scene result in a blurry video, ...
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10/23/2020
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet
ResNet or DenseNet? Nowadays, most deep learning based approaches are im...
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04/16/2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
Convolutional neural network-based approaches have achieved remarkable p...
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07/11/2019
Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment
In this paper, we propose a noise-aware exposure control algorithm for r...
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10/20/2017