Cover Image

The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mahara, Arpan, Rishe, Naphtali D., Deng, Liangdong
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Methods and Trends in Detecting AI-Generated Images: A Comprehensive Review
by: Mahara, Arpan, et al.
Published: (2025)

Discrete Wavelet Transform as a Facilitator for Expressive Latent Space Representation in Variational Autoencoders in Satellite Imagery
by: Mahara, Arpan, et al.
Published: (2025)

MSCloudCAM: Multi-Scale Context Adaptation with Convolutional Cross-Attention for Multispectral Cloud Segmentation
by: Mazid, Md Abdullah Al, et al.
Published: (2025)

RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning
by: Hu, Jing, et al.
Published: (2023)

DSI2I: Dense Style for Unpaired Image-to-Image Translation
by: Ozaydin, Baran, et al.
Published: (2022)

Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+
by: Mahara, Arpan, et al.
Published: (2024)

SANA I2I: A Text Free Flow Matching Framework for Paired Image to Image Translation with a Case Study in Fetal MRI Artifact Reduction
by: Santos, Italo Felix, et al.
Published: (2026)

AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models
by: Zeng, Yaopei, et al.
Published: (2024)

E$^{2}$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
by: Gong, Yifan, et al.
Published: (2024)

StableI2I: Spotting Unintended Changes in Image-to-Image Transition
by: Li, Jiayang, et al.
Published: (2026)

Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
by: Kim, Beomsu, et al.
Published: (2023)

Unpaired Modality Translation for Pseudo Labeling of Histology Images
by: Boschet, Arthur, et al.
Published: (2024)

Latent Schrodinger Bridge: Prompting Latent Diffusion for Fast Unpaired Image-to-Image Translation
by: Kim, Jeongsol, et al.
Published: (2024)

KAN-CL: Per-Knot Importance Regularization for Continual Learning with Kolmogorov-Arnold Networks
by: Cheon, Minjong
Published: (2026)

Convolutional Kolmogorov-Arnold Networks
by: Bodner, Alexander Dylan, et al.
Published: (2024)

TruKAN: Towards More Efficient Kolmogorov-Arnold Networks Using Truncated Power Functions
by: Bayeh, Ali, et al.
Published: (2026)

IA-T2I: Internet-Augmented Text-to-Image Generation
by: Li, Chuanhao, et al.
Published: (2025)

Multi-Fidelity Emulation of Atmospheric Correction Coefficients with Physics-Guided Kolmogorov-Arnold Networks
by: Mazid, Md Abdullah Al, et al.
Published: (2026)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
by: Yang, Zhuoqin, et al.
Published: (2025)

Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification
by: Seydi, Seyd Teymoor, et al.
Published: (2024)

KAN-Dreamer: Benchmarking Kolmogorov-Arnold Networks as Function Approximators in World Models
by: Shi, Chenwei, et al.
Published: (2025)

Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
by: Moschetto, Andrea, et al.
Published: (2025)

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
by: Ma, Yiwei, et al.
Published: (2024)

HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter
by: Lobanov, Valeriy, et al.
Published: (2024)

I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps
by: Park, Junseo, et al.
Published: (2024)

Kolmogorov-Arnold Network Autoencoders
by: Moradi, Mohammadamin, et al.
Published: (2024)

KAN Text to Vision? The Exploration of Kolmogorov-Arnold Networks for Multi-Scale Sequence-Based Pose Animation from Sign Language Notation
by: Du, Guanyi, et al.
Published: (2026)

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements
by: Ferdaus, Md Meftahul, et al.
Published: (2024)

Unpaired Image Dehazing via Kolmogorov-Arnold Transformation of Latent Features
by: Tran, Le-Anh
Published: (2025)

Kolmogorov-Arnold Network for Satellite Image Classification in Remote Sensing
by: Cheon, Minjong
Published: (2024)

Detecting the Undetectable: Combining Kolmogorov-Arnold Networks and MLP for AI-Generated Image Detection
by: Anon, Taharim Rahman, et al.
Published: (2024)

Science-T2I: Addressing Scientific Illusions in Image Synthesis
by: Li, Jialuo, et al.
Published: (2025)

HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks
by: Li, Baisong, et al.
Published: (2024)

CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection
by: Cheng, Zhixin, et al.
Published: (2025)

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation
by: Tong, Chengzhuo, et al.
Published: (2026)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts
by: Huang, Ziwei, et al.
Published: (2024)

Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
by: Eyring, Luca, et al.
Published: (2023)

Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification
by: Dahal, Ashim, et al.
Published: (2025)

T2I-VeRW: Part-level Fine-grained Perception for Text-to-Image Vehicle Retrieval
by: Wang, Xiao, et al.
Published: (2026)

I Detect What I Don't Know: Incremental Anomaly Learning with Stochastic Weight Averaging-Gaussian for Oracle-Free Medical Imaging
by: Yadav, Nand Kumar, et al.
Published: (2025)