Tagged articles

image-to-image translation

5 articles · Page 1 of 1

Jun 10, 2026 · Artificial Intelligence

DRDD: Turning Diffusion Noise into a Domain Harmonizer for Image Translation

The paper introduces Decoupled Residual Denoising Diffusion (DRDD), which reinterprets Gaussian noise as a domain harmonizer and separates residual removal from denoising, enabling more data‑efficient, multi‑task image‑to‑image translation and achieving state‑of‑the‑art results on benchmarks such as All‑in‑One‑5 with limited paired data.

DRDDData EfficiencyDiffusion Models

0 likes · 14 min read

DRDD: Turning Diffusion Noise into a Domain Harmonizer for Image Translation

AI Frontier Lectures

Nov 22, 2025 · Artificial Intelligence

Can Vision Transformers Crack the ARC Puzzle? Introducing VARC

MIT researchers argue that the ARC benchmark is essentially a visual problem and present the Vision ARC (VARC) framework, which reformulates ARC as an image‑to‑image translation task using a Vision Transformer, achieving human‑level accuracy through a novel canvas representation and test‑time training.

ARCArtificial IntelligenceTest-Time Training

0 likes · 9 min read

Can Vision Transformers Crack the ARC Puzzle? Introducing VARC

Laiye Technology Team

Nov 25, 2020 · Artificial Intelligence

Comprehensive Overview of GANs: History, Improvements, Applications, and Handwriting Style Transfer

This article provides an in‑depth overview of Generative Adversarial Networks (GANs), covering their original formulation, major variants such as DCGAN and WGAN, challenges like mode collapse, image‑to‑image translation techniques (cGAN, pix2pix, CycleGAN), and practical handwriting style‑transfer implementations using BicycleGAN and Zi2Zi.

GaNGenerative Adversarial NetworksStyle Transfer

0 likes · 27 min read

Comprehensive Overview of GANs: History, Improvements, Applications, and Handwriting Style Transfer

Alibaba Cloud Developer

Sep 4, 2018 · Artificial Intelligence

How Laplacian Pyramid Networks Revolutionize Intrinsic Image Decomposition

This paper presents a scale‑space‑based deep neural network that treats intrinsic image decomposition as an image‑to‑image translation, introduces a multi‑channel Laplacian pyramid architecture with novel loss and data‑augmentation strategies, and demonstrates superior performance on MPI‑Sintel and MIT Intrinsic datasets.

Laplacian pyramiddeep neural networkimage-to-image translation

0 likes · 18 min read

How Laplacian Pyramid Networks Revolutionize Intrinsic Image Decomposition

21CTO

Jul 22, 2018 · Artificial Intelligence

Can AI Seamlessly Cloak Nudity? Unsupervised Image-to-Image Translation with GANs

Researchers propose an unsupervised GAN-based image-to-image translation method that automatically dresses nude women in bikinis, preserving semantic content while removing sensitive parts, using unpaired datasets and Mask‑RCNN background removal, demonstrating impressive visual results without manual annotation.

GaNcontent moderationimage-to-image translation

0 likes · 10 min read

Can AI Seamlessly Cloak Nudity? Unsupervised Image-to-Image Translation with GANs