gradient loss

ˈɡreɪdiənt lɑːs

Definition

Definition of gradient loss - Reverso English Dictionary

Noun

optimization

TECH.

loss term penalizing rapid changes in neighboring values to enforce smoothness

TECH.

The model used gradient loss to reduce noise in reconstructed surfaces.

imaging

TECH.

loss term comparing predicted and target gradients to preserve edges

TECH.

We added gradient loss to keep sharp edges in the restored image.

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Expressions with gradient

concentration gradient

difference in concentration of a substance across a space

Cells absorb nutrients due to the concentration gradient across their membranes..

pressure gradient

decrease in atmospheric pressure per horizontal distance

The synoptic chart shows the pressure gradient.

temperature gradient

rate of temperature change over distance

The temperature gradient affects weather patterns.

density gradient

measure of how tightly packed matter changes across space

The density gradient in the atmosphere affects how sound travels upward.

gradient clipping

method in machine learning that limits gradient size during model training

Gradient clipping helped stabilize the neural network during training.

gradient descent

step-by-step method that changes values to reduce a function’s output

Gradient descent adjusts the model’s parameters to reduce the prediction error.

Expressions with loss

dead loss

something or someone completely useless or unsuccessful

His attempt to fix the car was a dead loss, it wouldn't start..

loss leader

product sold at a loss to attract customers

The store offered a television as a loss leader during the holiday sale..

paper loss

decrease in value that has not been realized

The property market dip caused a paper loss for homeowners.

it's your loss

exp.

missing out on something good by refusing or ignoring

If you don't want to come, it's your loss.

cut a loss

stop an activity to prevent more loss

She decided to cut a loss and sell the stock.

at a loss

adv.

unable to understand or explain

He was at a loss to explain the missing funds..

it's someone's loss

exp.

missing out on something valuable or beneficial

If he doesn't join us, it's his loss.

loss of face

loss of respect or dignity, especially in public

He suffered a loss of face after the mistake.

no great loss

something not important or valuable to lose

Losing that old chair is no great loss.

turn a loss

fail to make money in a business

The company turned a loss last quarter.

Examples of gradient loss in a sentence

Without gradient loss, the segmentation boundaries became jagged and unrealistic.
Using gradient loss, the model better preserved hairline details.
Their paper compared gradient loss with perceptual loss for deblurring tasks.

View all translations of gradient loss

✨Click below to see the appropriate translations facing each meaning.

French:perte de gradient, ...
German:Gradientenverlust, Gradient-Loss, ...
Italian:perdita di gradiente, ...
Spanish:pérdida de gradiente, ...
Portuguese:perda de gradiente, gradient loss, ...
Chinese:梯度损失, 梯度约束损失, ...
Japanese:勾配損失, グラデュエントロス, ...
Arabic:خَسارَةُ ٱلتَّدَرُّجِ, خَسَارَةُ التَّدَرُّجِ, ...
Hebrew:הֶפְסֵד גְּרָדְיֶנְט, אִבּוּד שְׁפָּעִים, ...
Russian:градиентный штраф, градиентная потеря, ...
Ukrainian:градієнтна втрата, ...
Hindi:ग्रेडिएंट लॉस, ढाल हानि पद, ...
Bengali:গ্রেডিয়েন্ট লস, প্রান্ত-সংরক্ষণী গ্রেডিয়েন্ট লস, ...
Catalan:pèrdua de gradient, ...
Czech:gradientní ztráta, gradientová ztráta, ...
Danish:gradienttab, gradienttabsterm, ...
Dutch:gradiëntverlies, gradiënt-verliesterm, ...
Greek:απώλεια βαθμίδωσης, όρος απώλειας κλίσης, ...
Hungarian:gradiensveszteség, élmegőrző veszteség, ...
Khmer:ពាក្យបាត់បង់សម្រាប់ដាក់ទណ្ឌកម្មលើការប្រែប្រួលលឿនរវាងតម្លៃជិតខាង, ពាក្យបាត់បង់សម្រាប់ប្រៀបធៀបជម្រាលដែលបានទស្សន៍ទាយនិងជម្រាលគោលដៅ ដើម្បីរក្សាគែមរូបភាព, ...
Korean:그래디언트 손실, 경사 손실, ...
Persian:زیان گرادیان, خطای گرادیان, ...
Polish:strata od gradientu, strata gradientowa, ...
Portuguese (BR):perda de gradiente, ...
Romanian:pierdere de gradient, funcție de pierdere pe gradient, ...
Swedish:gradientförlust, gradientförlustterm, ...
Thai:การสูญเสียจากเกรเดียนต์, เกรเดียนต์ลอส, ...
Turkish:gradyan kaybı, gradyan tabanlı kayıp, ...
Vietnamese:hàm mất mát gradient, mất mát gradient, ...

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Definition of gradient loss - Reverso English Dictionary

Noun

Expressions with gradient

Expressions with loss

Terms related to gradient loss

Examples of gradient loss in a sentence

View all translations of gradient loss

Discover how Reverso redefines the dictionary

Go beyond “simple words”

Get more than a simple definition

Go from understanding to mastery