Dongheon Lee

Expert
@dslisleedh

Computer Vision, Low-Level Vision Task

ESC. [ICCV2025 Highlight] ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution

118

PLKSR. [IEEE Access] Partial Large Kernel CNNs for Efficient Super-Resolution

72

IGConv. IGConv: Implicit Grid Convolution for Multi-Scale Image Super-Resolution

30

Download_df2k. DF2K dataset download script

29

NAFNet-tensorflow2. Python

12

dslisleedh_cv.

4

EnsNet-tensorflow2. Tensorflow2 implementation of EnsNet(Unofficial).

4

RepASR. Python

3

MLP_based_models-tensorflow2. Python

3

FF-jax. Unofficial implementation of forward-forward algorithm using jax

3

SwinIR-tensorflow. Python

3

gMLPs-tensorflow2. Jupyter Notebook

2

VSR-pytorch. Python

2

EquivalentTransformExample-torch. Example of ET proposed in ETDS: Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution (CVPR 2023)

2

MLPMixer-tensorflow2. Jupyter Notebook

2

MPRNet. Python

2

restormer-tensorflow2. Python

2

ConvNeXt-tensorflow2. Unofficial implementation of ConvNeXt using tensorflow2 and keras.

1

NLPProject. Python

1

IQA-jax. Image Quality Assessment library for jax. Converts the Numpy implementations from BasicSR into Jax.Numpy.

1

GradCAM-tensorflow2. Jupyter Notebook

1

FlaxSR. Python

1

MLP_based_models-flax. Python

1

neosr. neosr is a framework for training real-world single-image super-resolution networks.

1

VisionTransformers-tensorflow2. Python

1

GenerativeAutoencoders-tensorflow2. Python

1
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