% Key papers for Video restoration with temporal priors (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_hsa_13178, title = {{HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhao_HSA-RNN_Hierarchical_Structure-Adaptive_CVPR_2018_paper.html}, } @inproceedings{cvpr2018_video_13701, title = {{Video Rain Streak Removal by Multiscale Convolutional Sparse Coding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Video_Rain_Streak_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_deep_14047, title = {{Deep Video Inpainting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_erase_13079, title = {{Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Liu_Erase_or_Fill_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_deep_14020, title = {{Deep Exemplar-Based Video Colorization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_patch_17587, title = {{Patch-VQ: 'Patching Up' the Video Quality Problem}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2017_video_12737, title = {{Video Desnowing and Deraining Based on Matrix Decomposition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2017_a_12023, title = {{A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_recurrent_14715, title = {{Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2021_arbitrary_143, title = {{Arbitrary Video Style Transfer via Multi-Channel Correlation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/01210-arbitrary-video-style-transfer-via-multi-channel-correlation/}, } @inproceedings{cvpr2020_supervised_16305, title = {{Supervised Raw Video Denoising With a Benchmark Dataset on Dynamic Scenes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_learning_17317, title = {{Learning To Restore Hazy Video: A New Real-World Dataset and a New Method}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_rich_17763, title = {{Rich Features for Perceptual Quality Assessment of UGC Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2019_model_14525, title = {{Model-Blind Video Denoising via Frame-To-Frame Training}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_semi_17881, title = {{Semi-Supervised Video Deraining With Dynamical Rain Generator}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_a_15073, title = {{A Multigrid Method for Efficiently Training Video Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2020_self_16199, title = {{Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_memory_17396, title = {{Memory-Efficient Network for Large-Scale Video Compressive Sensing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_a_20301, title = {{A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22439}, } @inproceedings{cvpr2023_md_21479, title = {{MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22596}, } @inproceedings{aaai2024_waveformer_7787, title = {{WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28435}, } @inproceedings{cvpr2024_uveb_25108, title = {{UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30768}, } @inproceedings{aaai2024_eulermormer_5875, title = {{EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28342}, } @inproceedings{cvpr2024_modular_24179, title = {{Modular Blind Video Quality Assessment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31837}, } @inproceedings{cvpr2024_driving_23275, title = {{Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29727}, } @inproceedings{cvpr2025_finevq_26265, title = {{FineVQ: Fine-Grained User Generated Content Video Quality Assessment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33356}, } @inproceedings{cvpr2024_vid_25324, title = {{vid-TLDR: Training Free Token Merging for Light-weight Video Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29653}, } @inproceedings{cvpr2024_spatio_24867, title = {{Spatio-Temporal Turbulence Mitigation: A Translational Perspective}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31197}, } @inproceedings{cvpr2024_genuine_23620, title = {{Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29732}, } @inproceedings{cvpr2024_frequency_23512, title = {{Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30276}, } @inproceedings{aaai2024_direction_5700, title = {{Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28455}, } @inproceedings{cvpr2024_binarized_22850, title = {{Binarized Low-light Raw Video Enhancement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31614}, } @inproceedings{cvpr2024_towards_25054, title = {{Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31578}, } @inproceedings{aaai2024_multi_6710, title = {{Multi-View Dynamic Reflection Prior for Video Glass Surface Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28148}, } @inproceedings{aaai2024_nightrain_6775, title = {{NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28124}, } @inproceedings{aaai2024_scaling_7268, title = {{Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28170}, } @inproceedings{cvpr2024_a_22661, title = {{A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31473}, } @inproceedings{aaai2025_e4_8857, title = {{E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32104}, } @inproceedings{cvpr2024_learning_23959, title = {{Learning Inclusion Matching for Animation Paint Bucket Colorization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29210}, } @inproceedings{cvpr2024_ptm_24420, title = {{PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30966}, }