← Authors

Hui Ji

37 papers · 2013–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (46) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (12) 🀝 Dynamic Duo (26) πŸ”¬ Deep Specialist (22) 🧬 Topic Evolution πŸ† Keyword Champion (6) πŸ—ƒοΈ Keyword Collector (139) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (36) ⚑ Prolific Year (7)

Conferences

CVPR (17) ICCV (8) AAAI (4) ECCV (4) NIPS (3) ACL (1)

Top co-authors

Yuhui Quan (26) Tongyao Pang (7) Zhile Chen (4) Chenglong Bao (3) Yuesong Nan (3) Huan Zheng (3) Yong Xu (3) Yan Huang (2) Tianxiang Zheng (2) Jun Huang (2)

Research topics

Deep Learning (1)

Keywords

image restoration (14) sparse coding (6) dictionary learning (6) unsupervised learning (5) deep learning (4) image denoising (4) self-supervised learning (4) neural network (4) expectation maximization (3) convolutional neural network (3) defocus deblurring (3) implicit neural representation (3) kernel estimation (2) dynamic textures (2) variational inference (2) image deblurring (2) model fingerprinting (2) image reconstruction (2) sparse representation (2) transformer architecture (2)

Papers

Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation AAAI 2026
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025
Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025
Multi-Focus Image Fusion via Explicit Defocus Blur Modelling AAAI 2025
Robust Unfolding Network for HDR Imaging with Modulo Cameras ICCV 2025
Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling CVPR 2025
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024
Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation NIPS 2024
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising NIPS 2024
Test-time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers ECCV 2024
Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023
Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation AAAI 2023
Unsupervised Deep Video Denoising with Untrained Network AAAI 2023
Ground-Truth Free Meta-Learning for Deep Compressive Sampling CVPR 2023
Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization CVPR 2023
Fingerprinting Deep Image Restoration Models ICCV 2023
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels ICCV 2023
Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics CVPR 2022
Learning Deep Non-Blind Image Deconvolution without Ground Truths ECCV 2022
Dual-Domain Self-Supervised Learning and Model Adaption for Deep Compressive Imaging ECCV 2022
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring NIPS 2021
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising CVPR 2021
Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity CVPR 2021
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing ECCV 2020
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution CVPR 2020
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring CVPR 2020
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring CVPR 2019
Deep Learning for Seeing Through Window With Raindrops ICCV 2019
Estimating Defocus Blur via Rank of Local Patches ICCV 2017
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
Sparse Coding for Classification via Discrimination Ensemble CVPR 2016
Removing Rain From a Single Image via Discriminative Sparse Coding ICCV 2015
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning ICCV 2015
l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence CVPR 2014
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013