Results 11 to 20 of about 1,148,156 (325)
Restricted orthogonal gradient projection for continual learning
AI Open, 2023 Continual learning aims to avoid catastrophic forgetting and effectively leverage learned experiences to master new knowledge. Existing gradient projection approaches impose hard constraints on the optimization space for new tasks to minimize ...
Zeyuan Yang +4 more
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Adaptive Orthogonal Projection for Batch and Online Continual Learning
AAAI Conference on Artificial Intelligence, 2022 Catastrophic forgetting is a key obstacle to continual learning. One of the state-of-the-art approaches is orthogonal projection. The idea of this approach is to learn each task by updating the network parameters or weights only in the direction ...
Yiduo Guo +3 more
semanticscholar +2 more sources
An enhanced text classification model by the inverted attention orthogonal projection module
Connection Science, 2023 The orthogonal projection method has made significant progress in text classification, especially in generating discriminative features. This method obtains more pure and suitable for classification features by projecting text features onto the ...
Hong Zhao, Chenpeng Zhang, Aolong Wang
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Shenzhen Daxue xuebao. Ligong banTo solve the problem of slow generation of multiple viewpoint projection hologram, a novel method for synthesizing Fresnel holograms based on graphics processing unit (GPU) is proposed with multiple angular orthogonal projection images. Firstly, multiple
CAO Xuemei +6 more
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Point Orthogonal Projection onto a Spatial Algebraic Curve
Mathematics, 2020 Point orthogonal projection onto a spatial algebraic curve plays an important role in computer graphics, computer-aided geometric design, etc. We propose an algorithm for point orthogonal projection onto a spatial algebraic curve based on Newton’s ...
Taixia Cheng +3 more
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Multi-view 3D human pose estimation based on multi-scale feature by orthogonal projection [PDF]
E3S Web of ConferencesAiming at the problems of inaccurate estimation results, complicated matching of feature information in different views and poor robustness of the network model in complex scenes, a multi-view multi-person 3D human pose estimation model with multi-scale ...
Wang Yinghan +3 more
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On the Orthogonal Projection of a Belief Function [PDF]
, 2007 In this paper we study a new probability associated with any given belief function b, i.e. the orthogonal projection π[b] of b onto the probability simplex P. We provide an interpretation of π[b] in terms of a redistribution process in which the mass of each focal element is equally distributed among its subsets, establishing an interesting analogy ...
Cuzzolin, Fabio, Fabio Cuzzolin
openaire +3 more sources
COMPUTER GRAPHICAL REPRESENTATION, IN TREBLE ORTHOGONAL PROJECTION, OF A POINT
Journal of Industrial Design and Engineering Graphics, 2017 In the stages of understanding and study, by students, of descriptive geometry, the treble orthogonal projection of a point, creates problems in the situations in that one or more descriptive coordinates are zero.
Andrei Slonovschi, Liviu Pruna
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Dual-Domain Calibration Transfer Using Orthogonal Projection
Applied Spectroscopy, 2018 We report the use of dual-domain regression models, which were built utilizing a wavelet prism decomposition and paired with transfer by orthogonal projection, for the calibration transfer of near-infrared (NIR) spectra.
Dominic Poerio, Steven D. Brown
semanticscholar +2 more sources
Fusion and Orthogonal Projection for Improved Face-Voice Association [PDF]
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021 We study the problem of learning association between face and voice. Prior works adopt pairwise or triplet loss formulations to learn an embedding space amenable for associated matching and verification tasks.
Muhammad Saeed +4 more
semanticscholar +1 more source