Dynamic Filter Networks

Bert De Brabandere, Xu Jia, Tinne Tuytelaars, +1

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningLearned FiltersNetwork Analysis +15

Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images

Tao Huang, Songjiang Li, Xu Jia, +2

Denoising Benchmark DatasetMachine VisionImage AnalysisData ScienceMachine Learning +11

Video Super-Resolution With Temporal Group Attention

Takashi Isobe, Songjiang Li, Xu Jia, +6

Machine VisionImage AnalysisMachine LearningEngineeringPattern Recognition +10

Efficient Residual Dense Block Search for Image Super-Resolution

Dehua Song, Chang Xu, Xu Jia, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkEngineeringMachine LearningSuper-resolution ImagingImage Analysis +14

Joint Demosaicing and Denoising With Self Guidance

Lin Liu, Xu Jia, Jianzhuang Liu, +1

EngineeringMachine LearningNeural NetworkDeblurringImage Analysis +15

Revisiting Temporal Modeling for Video Super-resolution

Takashi Isobe, Fang Zhu, Xu Jia, +1

arXiv (Cornell University)

Image AnalysisVideo AnalysisMachine LearningMachine VisionPattern Recognition +10

Neighbor2Neighbor: A Self-Supervised Framework for Deep Image Denoising

Tao Huang, Songjiang Li, Xu Jia, +2

IEEE Transactions on Image Processing

Unsupervised Image Super-Resolution with an Indirect Supervised Path

Shuaijun Chen, Zhen Han, Enyan Dai, +7

Super-resolution ImagingMachine VisionMachine LearningImage AnalysisDeep Learning +13

Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling

Takashi Isobe, Xu Jia, Xin Tao, +6

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Machine VisionImage AnalysisEngineeringTemporal ModelingPattern Recognition +9

AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement

Canqian Yang, Meiguang Jin, Xu Jia, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringLut Transform3D Computer VisionImage AnalysisDifferentiable Rendering +16