IceClear
Ph.D. candidate from MMLab@NTU, mainly focusing on low-level computer vision.
Nanyang Technological University (NTU)Singapore
Pinned Repositories
2D_ISAR
This is a project for radar imaging
BUAA_Login
Shell script for BUAA network login
CLIP-IQA
[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images
IL-NIQE
Python implement for IL-NIQE (A Feature-Enriched Completely Blind Image Quality Evaluator).
LDM-SRtuning
Train latent diffusion for real-world super-resolution.
MW-GAN
Official PyTorch implements for Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video (ECCV, 2020) and MW-GAN+ for Perceptual Quality Enhancement on Compressed Video (IEEE TCSVT).
Sal_project
A saliency project based on SalGAN for ML lesson
StableSR
Exploiting Diffusion Prior for Real-World Image Super-Resolution
YUV2RGB
yuv2rgb
DHP
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.
IceClear's Repositories
IceClear/StableSR
Exploiting Diffusion Prior for Real-World Image Super-Resolution
IceClear/CLIP-IQA
[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images
IceClear/LDM-SRtuning
Train latent diffusion for real-world super-resolution.
IceClear/MW-GAN
Official PyTorch implements for Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video (ECCV, 2020) and MW-GAN+ for Perceptual Quality Enhancement on Compressed Video (IEEE TCSVT).
IceClear/IL-NIQE
Python implement for IL-NIQE (A Feature-Enriched Completely Blind Image Quality Evaluator).
IceClear/2D_ISAR
This is a project for radar imaging
IceClear/Sal_project
A saliency project based on SalGAN for ML lesson
IceClear/BUAA_Login
Shell script for BUAA network login
IceClear/YUV2RGB
yuv2rgb
IceClear/facexlib
FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
IceClear/LMC-Memory
Official PyTorch implementation of "Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning" (CVPR 2021 Oral)
IceClear/MFQEv2.0
A multi-frame quality enhancement approach for compressed video.
IceClear/pySrun4k_BeihangLogin
A Srun4k portal system 3rd Python client.
IceClear/ava_downloader
:arrow_double_down: Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)
IceClear/BlindSR_dataset_generator
Downscale a set of images by randomly created kernels and save them
IceClear/DEHRL
Diversity−Driven Extensible Hierarchical Reinforcement Learning. AAAI 2019. Oral Presentation.
IceClear/ExactHistogramSpecification
Exact histogram matching implementation of Dinu Coltuc et al.
IceClear/InfiniteRunner3D
Creating an infinite 3D runner game in Unity
IceClear/integrated-gradient-pytorch
This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.
IceClear/koniq-PyTorch
A Pytorch implementation of No-Reference Image Quality Assessment (NR-IQA) models trained on the KonIQ-10k dataset
IceClear/large-scale-curiosity
Code for the paper "Large-Scale Study of Curiosity-Driven Learning"
IceClear/mlsh
IceClear/MOREL
IceClear/options
IceClear/PerceptualSimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
IceClear/random-network-distillation
Code for the paper "Exploration by Random Network Distillation"
IceClear/salgan
IceClear/Sketchback
Keras implementation of sketch inversion using deep convolution neural networks (synthesising photo-realistic images from pencil sketches)
IceClear/TecoGAN-PyTorch
A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution
IceClear/vic-tensorflow
Implementation of Variational Intrinsic Control in tensorflow