CVPR 2022
官網(wǎng)鏈接:http://CVPR2022.thecvf.com
會議時間:2021年6月19日-6月24日
現(xiàn)將超分辨率方向上接收的論文匯總?cè)缦拢z漏之處還請大家斧正噩峦。
圖像超分
- Local Texture Estimator for Implicit Representation Function
- Reflash Dropout in Image Super-Resolution
- Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence
盲超分
- Deep Constrained Least Squares for Blind Image Super-Resolution
- Learning the Degradation Distribution for Blind Image Super-Resolution
- Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel
視頻超分
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Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling
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RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution
- Paper: https://arxiv.org/abs/2203.14186
- Code: https://github.com/llmpass/RSTT
- Keywords: Transformer
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Reference-based Video Super-Resolution Using Multi-Camera Video Triplets
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Learning Trajectory-Aware Transformer for Video Super-Resolution
特殊場景
- A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution
- Paper: https://arxiv.org/abs/2203.09388
- Code: https://github.com/mjq11302010044/TATT
- Keywords: Scene Text
- Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution
- Paper: https://arxiv.org/abs/2203.09195
- Code: https://github.com/csjliang/LDL
- Keywords: Realistic
AAAI 2022
AAAI是人工智能領(lǐng)域中歷史最悠久锭沟、涵蓋內(nèi)容最廣泛的國際頂級學(xué)術(shù)會議之一,也是中國計算機(jī)學(xué)會(CCF)推薦的人工智能領(lǐng)域A級國際學(xué)術(shù)會議之一识补。據(jù)了解族淮,本屆會議收到來自全球的9215篇投稿論文,而接受率僅為15%凭涂,創(chuàng)歷史新低祝辣。
官方網(wǎng)址:https://aaai.org/Conferences/AAAI-22/
圖像超分
- Efficient Non-Local Contrastive Attention for Image Super-Resolution
- Paper: https://arxiv.org/abs/2201.03794
- Code: https://github.com/Zj-BinXia/ENLCA
- Keywords: Attention
- Best-Buddy GANs for Highly Detailed Image Super-Resolution
- Paper: https://arxiv.org/abs/2103.15295
- Code: https://github.com/Jia-Research-Lab/Simple-SR
- Keywords: GAN
特殊場景
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Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution
- Paper: https://arxiv.org/abs/2112.08171
- Code: https://github.com/FudanVI/FudanOCR/tree/main/text-gestalt
- Keywords: Scene Text
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Detail-Preserving Transformer for Light Field Image Super-Resolution
- Paper: https://arxiv.org/abs/2201.00346
- Code: https://github.com/BITszwang/DPT
- Keywords: Light Field
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Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-Resolution
- Paper: https://arxiv.org/abs/2201.04358
- Code: https://github.com/Zj-BinXia/AMSA
- Keywords: Reference-Based
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Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution
- Paper: https://arxiv.org/abs/2112.08655
- Code: https://github.com/IVIPLab/FDIWN
- Keywords: Lightweight
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SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution
- Paper: https://arxiv.org/abs/2201.04364
- Keywords: Multi-task
WACV 2022
WACV是IEEE Winter Conference on Applications of Computer Vision縮寫,根據(jù)谷歌學(xué)術(shù)顯示在 Computer Vision & Pattern Recognition 領(lǐng)域切油, WACV是排在CVPR \ ICCV \ ECCV \ BMVC 之后的較高質(zhì)量的國際會議蝙斜。
官方網(wǎng)址:https://openaccess.thecvf.com/WACV2022
圖像超分
- DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks
- edge-SR: Super-Resolution For The Masses
視頻超分
- MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution
- Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution
- Paper: https://arxiv.org/abs/2111.03649
- Code: http://git.io/AdFlow
- Keywords: Photo-Realistic, Flow
特殊場景
- Hyperspectral Image Super-Resolution With RGB Image Super-Resolution as an Auxiliary Task
- MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts
- Paper: Open Access
- Keywords: Blind
- Code: https://github.com/memad73/MoESR
- Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution
- Paper: Open Access
- Keywords: Model Compression