Yulun Zhang

Florin-Alexandru Vasluianu

Santosh Kumar Vipparthi

Subrahmanyam Murala

Bilel Benjdira

Anas M. Ali

CoRR, April, 2025

Low-Light Image Enhancement using Event-Based Illumination Estimation.

[BibT_eX]

[DOI]

CoRR, April, 2025

DiffI2I: Efficient Diffusion Model for Image-to-Image Translation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2025

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond.

[BibT_eX]

[DOI]

CoRR, March, 2025

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation.

[BibT_eX]

[DOI]

CoRR, March, 2025

One-Step Diffusion Model for Image Motion-Deblurring.

[BibT_eX]

[DOI]

CoRR, March, 2025

QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, March, 2025

CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, February, 2025

Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal.

[BibT_eX]

[DOI]

CoRR, February, 2025

One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation.

[BibT_eX]

[DOI]

CoRR, February, 2025

Progressive Binarization with Semi-Structured Pruning for LLMs.

[BibT_eX]

[DOI]

CoRR, February, 2025

Human Body Restoration with One-Step Diffusion Model and A New Benchmark.

[BibT_eX]

[DOI]

CoRR, February, 2025

AdaSVD: Adaptive Singular Value Decomposition for Large Language Models.

[BibT_eX]

[DOI]

CoRR, February, 2025

BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution.

[BibT_eX]

[DOI]

CoRR, February, 2025

Latent Diffusion Enhanced Rectangle Transformer for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

RUN: Reversible Unfolding Network for Concealed Object Segmentation.

[BibT_eX]

[DOI]

CoRR, January, 2025

Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Spatial Frequency Modulation Network for Efficient Image Dehazing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolution.

[BibT_eX]

[DOI]

Neural Networks, 2025

Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ARB-LLM: Alternating Refined Binarizations for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Complexity Experts are Task-Discriminative Learners for Any Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results.

[BibT_eX]

[DOI]

Xiaoning Liu

Zongwei Wu

Nantheera Anantrasirichai

Santosh Kumar Vipparthi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

MambaIRv2: Attentive State Space Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results.

[BibT_eX]

[DOI]

Florin-Alexandru Vasluianu

Santosh Kumar Vipparthi

Ahmad Mahmoudi-Aznaveh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

OSDFace: One-Step Diffusion Model for Face Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Low-Light Image Enhancement via Generative Perceptual Priors.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Dual-branch Graph Feature Learning for NLOS Imaging.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2024

No One Left Behind: Real-World Federated Class-Incremental Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Spatial-Frequency Adaptive Remote Sensing Image Dehazing With Mixture of Experts.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Low-Light Image Enhancement via Generative Perceptual Priors.

[BibT_eX]

[DOI]

CoRR, 2024

Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2024

BiDense: Binarization for Dense Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2024

Distillation-Free One-Step Diffusion for Real-World Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2024

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2024

Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network.

[BibT_eX]

[DOI]

CoRR, 2024

Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient Degradation-aware Any Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results.

[BibT_eX]

[DOI]

Xiaoning Liu

Zongwei Wu

Ao Li

Ahmad 'Athif Mohd Faudzi

Jagadeesh Kalyanshetti

CoRR, 2024

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2024

PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Aligment.

[BibT_eX]

[DOI]

CoRR, 2024

BiDM: Pushing the Limit of Quantization for Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Binarized Diffusion Model for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Image Fusion via Vision-Language Model.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Flexible Residual Binarization for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Lightweight Image Super-Resolution via Flexible Meta Pruning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

See More Details: Efficient Image Super-Resolution by Experts Mining.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Xformer: Hybrid X-Shaped Transformer for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Recursive Generalization Transformer for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

Xiang Zhang

Angelica I. Avilés-Rivero

Fisher Yu

Proceedings of the Computer Vision - ECCV 2024, 2024

SRPose: Two-View Relative Pose Estimation with Sparse Keypoints.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Hierarchical Separable Video Transformer for Snapshot Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Radiative Gaussian Splatting for Efficient X-Ray Novel View Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Equivariant Multi-Modality Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Binarized Low-Light Raw Video Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal.

[BibT_eX]

[DOI]

Yijun Yang

Hongtao Wu

Florin-Alexandru Vasluianu

Jing Qin

Lei Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MuRF: Multi-Baseline Radiance Fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results.

[BibT_eX]

[DOI]

Xiaoning Liu

Zongwei Wu

Ao Li

Ahmad 'Athif Mohd Faudzi

Jagadeesh Kalyanshetti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Deep Equilibrium Diffusion Restoration with Parallel Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Pyramid Attention Network for Image Restoration.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., December, 2023

Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis.

[BibT_eX]

[DOI]

Mach. Intell. Res., December, 2023

Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Lattice Network for Lightweight Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

GAN Inversion: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Meta-Learning-Based Degradation Representation for Blind Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Image-Text Embedding Learning via Visual and Textual Semantic Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

DPoser: Diffusion Model as Robust 3D Human Pose Prior.

[BibT_eX]

[DOI]

CoRR, 2023

Binarized 3D Whole-body Human Mesh Recovery.

[BibT_eX]

[DOI]

CoRR, 2023

Image Super-Resolution with Text Prompt Diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.

[BibT_eX]

[DOI]

CoRR, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.

[BibT_eX]

[DOI]

Hanene Brachemi Meftah

Amir Hossein Bakhtiari

Ahmad Mahmoudi Aznaveh

CoRR, 2023

No One Left Behind: Real-World Federated Class-Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2023

QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchical Integration Diffusion Model for Realistic Image Deblurring.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Binarized Spectral Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Recurrent Self-Supervised Video Denoising with Denser Receptive Field.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

High-Throughput Microscopy Image Deblurring with Graph Reasoning Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Accurate Image Restoration with Attention Retractable Transformer.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Knowledge Distillation based Degradation Estimation for Blind Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Basic Binary Convolution Unit for Binarized Image Restoration Network.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Momentum is All You Need for Data-Driven Adaptive Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Consistency Regularization for Generalizable Source-free Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DiffIR: Efficient Diffusion Model for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Alignment-free HDR Deghosting with Semantics Consistent Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dual Aggregation Transformer for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results.

[BibT_eX]

[DOI]

Christoph Busch

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Structured Sparsity Learning for Efficient Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.

[BibT_eX]

[DOI]

Hanene Brachemi Meftah

Tengfei Shi

Azadeh Mansouri

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Image Denoising: Methods and Results.

[BibT_eX]

[DOI]

Javier Vazquez-Corral

Konstantinos G. Derpanis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LSDIR: A Large Scale Dataset for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spatial-Spectral Transformer for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Miaoyu Li

Ying Fu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Vehicle and Person Re-Identification With Support Neighbor Loss.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

PFDN: Pyramid Feature Decoupling Network for Single Image Deraining.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Wide Weighted Attention Multi-Scale Network for Accurate MR Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Single MR image super-resolution via channel splitting and serial fusion network.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Relay knowledge distillation for efficiently boosting the performance of shallow networks.

[BibT_eX]

[DOI]

Neurocomputing, 2022

S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2022

Practical Real Video Denoising with Realistic Degradation Model.

[BibT_eX]

[DOI]

CoRR, 2022

Residual Sparsity Connection Learning for Efficient Video Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2022

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting RCAN: Improved Training for Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2022

Cross Aggregation Transformer for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Cross-Modality High-Frequency Transformer for MR Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Recent Advances on Neural Network Pruning at Initialization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Flow-Guided Sparse Transformer for Video Deblurring.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Unsupervised Anomaly Detection with Self-Training and Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Modeling Mask Uncertainty in Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Interpretable Video Super-Resolution via Alternating Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Reference-Based Image Super-Resolution with Deformable Attention Transformer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Texture-based Error Analysis for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

NTIRE 2022 Spectral Recovery Challenge and Data Set.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Continual Multiview Task Learning via Deep Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Accurate and Fast Image Denoising via Attention Guided Scaling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Residual Dense Network for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Calibrated Hyperspectral Image Reconstruction via Graph-based Self-Tuning Network.

[BibT_eX]

[DOI]

CoRR, 2021

A New Backbone for Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2021

Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

Emerging Paradigms of Neural Network Pruning.

[BibT_eX]

[DOI]

CoRR, 2021

Aligned Structured Sparsity Learning for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-Scale Selective Feedback Network with Dual Loss for Real Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Pyramid Orthogonal Attention Network based on Dual Self-Similarity for Accurate Mr Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Neural Pruning via Growing Regularization.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Context Reasoning Attention Network for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Pseudo 3D Auto-Correlation Network for Real Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Fine-Grained Spatial Alignment Model for Person Re-Identification With Focal Triplet Loss.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Pyramid Attention Networks for Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Sparse Representation for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Texture Hallucination for Large-Factor Painting Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

LatticeNet: Towards Lightweight Image Super-Resolution with Lattice Block.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Adversarial Feature Hallucination Networks for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Joint Super-Resolution and Alignment of Tiny Faces.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Collaborative Representation Cascade for Single-Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Deep Alignment Network Based Multi-Person Tracking With Occlusion and Motion Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Channel Splitting Network for Single MR Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Texture Hallucination for Large-Scale Painting Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2019

LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Residual Non-local Attention Networks for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Generatively Inferential Co-Training for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Multimodal Style Transfer via Graph Cuts.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attention Bridging Network for Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Visual Semantic Reasoning for Image-Text Matching.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Rudrabha Mukhopadhyay

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Support Neighbor Loss for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Image Super-Resolution Using Very Deep Residual Channel Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Residual Dense Network for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Exponential decay sine wave learning rate for fast deep neural network training.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Decompressed video enhancement via accurate regression prior.

[BibT_eX]

[DOI]

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Single image super-resolution via projective dictionary learning with anchored neighborhood regression.

[BibT_eX]

[DOI]

Proceedings of the 2016 Visual Communications and Image Processing, 2016

2015

Adaptive local nonparametric regression for fast single image super-resolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Single Image Super-Resolution via Iterative Collaborative Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Single depth image super resolution via a dual sparsity model.

[BibT_eX]

[DOI]