{"list":"other","total":78,"rows":[{"id":"1512.03385","title":"Deep Residual Learning for Image Recognition","created":"2015-12-10","cited_by_count":52096},{"id":"2010.11929","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","created":"2020-10-22","cited_by_count":30186},{"id":"1912.01703","title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","created":"2019-12-03","cited_by_count":20305},{"id":"2103.14030","title":"Swin Transformer: Hierarchical Vision Transformer using Shifted Windows","created":"2021-03-25","cited_by_count":12139},{"id":"1608.06993","title":"Densely Connected Convolutional Networks","created":"2016-08-25","cited_by_count":6720},{"id":"1512.00567","title":"Rethinking the Inception Architecture for Computer Vision","created":"2015-12-02","cited_by_count":5475},{"id":"1608.03983","title":"SGDR: Stochastic Gradient Descent with Warm Restarts","created":"2016-08-13","cited_by_count":5045},{"id":"1612.03144","title":"Feature Pyramid Networks for Object Detection","created":"2016-12-09","cited_by_count":5036},{"id":"2111.09881","title":"Restormer: Efficient Transformer for High-Resolution Image Restoration","created":"2021-11-18","cited_by_count":1627},{"id":"2106.03106","title":"Uformer: A General U-Shaped Transformer for Image Restoration","created":"2021-06-06","cited_by_count":866},{"id":"2102.02808","title":"Multi-Stage Progressive Image Restoration","created":"2021-02-04","cited_by_count":816},{"id":"1612.02177","title":"Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring","created":"2016-12-07","cited_by_count":727},{"id":"1808.04560","title":"Deep Retinex Decomposition for Low-Light Enhancement","created":"2018-08-14","cited_by_count":723},{"id":"2204.04676","title":"Simple Baselines for Image Restoration","created":"2022-04-10","cited_by_count":708},{"id":"2111.11418","title":"MetaFormer Is Actually What You Need for Vision","created":"2021-11-22","cited_by_count":524},{"id":"1712.04143","title":"Benchmarking Single Image Dehazing and Beyond","created":"2017-12-12","cited_by_count":447},{"id":"1609.07769","title":"Deep Joint Rain Detection and Removal from a Single Image","created":"2016-09-25","cited_by_count":352},{"id":"2402.15648","title":"MambaIR: A Simple Baseline for Image Restoration with State-Space Model","created":"2024-02-23","cited_by_count":352},{"id":"2108.05054","title":"Rethinking Coarse-to-Fine Approach in Single Image Deblurring","created":"2021-08-11","cited_by_count":326},{"id":"1911.07559","title":"FFA-Net: Feature Fusion Attention Network for Single Image Dehazing","created":"2019-11-18","cited_by_count":307},{"id":"2012.05609","title":"Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement","created":"2020-12-10","cited_by_count":303},{"id":"2201.02973","title":"MAXIM: Multi-Axis MLP for Image Processing","created":"2022-01-09","cited_by_count":302},{"id":"2204.03883","title":"Vision Transformers for Single Image Dehazing","created":"2022-04-08","cited_by_count":260},{"id":"1901.05495","title":"An Underwater Image Enhancement Benchmark Dataset and Beyond","created":"2019-01-11","cited_by_count":253},{"id":"1802.07412","title":"Density-aware Single Image De-raining using a Multi-stream Dense Network","created":"2018-02-21","cited_by_count":248},{"id":"2111.14813","title":"TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions","created":"2021-11-29","cited_by_count":244},{"id":"2303.06705","title":"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement","created":"2023-03-12","cited_by_count":231},{"id":"2004.13388","title":"Multi-Scale Boosted Dehazing Network with Dense Feature Fusion","created":"2020-04-28","cited_by_count":230},{"id":"1908.03245","title":"GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing","created":"2019-08-08","cited_by_count":227},{"id":"2207.14626","title":"Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models","created":"2022-07-29","cited_by_count":215},{"id":"2303.11950","title":"Learning A Sparse Transformer Network for Effective Image Deraining","created":"2023-03-21","cited_by_count":205},{"id":"1711.10098","title":"Attentive Generative Adversarial Network for Raindrop Removal from a Single Image","created":"2017-11-28","cited_by_count":204},{"id":"1708.04512","title":"DesnowNet: Context-Aware Deep Network for Snow Removal","created":"2017-08-15","cited_by_count":200},{"id":"1904.01538","title":"Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset","created":"2019-04-02","cited_by_count":192},{"id":"2109.05923","title":"Low-Light Image Enhancement with Normalizing Flow","created":"2021-09-13","cited_by_count":185},{"id":"2001.06816","title":"Human-Aware Motion Deblurring","created":"2020-01-19","cited_by_count":175},{"id":"2212.11548","title":"Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method","created":"2022-12-22","cited_by_count":174},{"id":"2211.12250","title":"Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring","created":"2022-11-22","cited_by_count":165},{"id":"2009.14468","title":"Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time","created":"2020-09-30","cited_by_count":163},{"id":"2303.00748","title":"Efficient and Explicit Modelling of Image Hierarchies for Image Restoration","created":"2023-03-01","cited_by_count":145},{"id":"2204.04627","title":"Stripformer: Strip Transformer for Fast Image Deblurring","created":"2022-04-10","cited_by_count":140},{"id":"2005.00305","title":"Defocus Deblurring Using Dual-Pixel Data","created":"2020-05-01","cited_by_count":139},{"id":"2111.11843","title":"U-shape Transformer for Underwater Image Enhancement","created":"2021-11-23","cited_by_count":112},{"id":"2005.03560","title":"NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images","created":"2020-05-07","cited_by_count":108},{"id":"1904.02904","title":"Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images","created":"2019-04-05","cited_by_count":107},{"id":"1911.08718","title":"Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN","created":"2019-11-20","cited_by_count":103},{"id":"2212.04711","title":"ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal","created":"2022-12-09","cited_by_count":103},{"id":"1908.08628","title":"Shadow Removal via Shadow Image Decomposition","created":"2019-08-23","cited_by_count":98},{"id":"2202.03373","title":"LEDNet: Joint Low-light Enhancement and Deblurring in the Dark","created":"2022-02-07","cited_by_count":96},{"id":"1804.05101","title":"O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images","created":"2018-04-13","cited_by_count":95},{"id":"2108.13610","title":"Iterative Filter Adaptive Network for Single Image Defocus Deblurring","created":"2021-08-31","cited_by_count":86},{"id":"2303.14218","title":"Curricular Contrastive Regularization for Physics-aware Single Image Dehazing","created":"2023-03-24","cited_by_count":83},{"id":"2308.14036","title":"MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing","created":"2023-08-27","cited_by_count":81},{"id":"1805.05308","title":"Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing","created":"2018-05-14","cited_by_count":79},{"id":"2103.01255","title":"Auto-Exposure Fusion for Single-Image Shadow Removal","created":"2021-03-01","cited_by_count":79},{"id":"2212.01789","title":"Multiscale Structure Guided Diffusion for Image Deblurring","created":"2022-12-04","cited_by_count":77},{"id":"1903.08817","title":"Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration","created":"2019-03-21","cited_by_count":73},{"id":"2407.10172","title":"Restoring Images in Adverse Weather Conditions via Histogram Transformer","created":"2024-07-14","cited_by_count":73},{"id":"2207.10434","title":"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network","created":"2022-07-21","cited_by_count":69},{"id":"2108.09079","title":"Structure-Preserving Deraining with Residue Channel Prior Guidance","created":"2021-08-20","cited_by_count":63},{"id":"2502.20272","title":"HVI: A New Color Space for Low-light Image Enhancement","created":"2025-02-27","cited_by_count":63},{"id":"2112.04491","title":"Improving Image Restoration by Revisiting Global Information Aggregation","created":"2021-12-08","cited_by_count":61},{"id":"2310.11881","title":"A Comparative Study of Image Restoration Networks for General Backbone Network Design","created":"2023-10-18","cited_by_count":57},{"id":"2108.09108","title":"Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions","created":"2021-08-20","cited_by_count":54},{"id":"2207.09689","title":"Uncertainty Inspired Underwater Image Enhancement","created":"2022-07-20","cited_by_count":54},{"id":"2404.01547","title":"Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining","created":"2024-04-02","cited_by_count":54},{"id":"2204.00367","title":"Learning to Deblur using Light Field Generated and Real Defocus Images","created":"2022-04-01","cited_by_count":46},{"id":"2308.14153","title":"Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks","created":"2023-08-27","cited_by_count":45},{"id":"2101.02073","title":"Shallow-UWnet : Compressed Model for Underwater Image Enhancement","created":"2021-01-06","cited_by_count":35},{"id":"2302.05361","title":"Leveraging Inpainting for Single-Image Shadow Removal","created":"2023-02-10","cited_by_count":25},{"id":"2402.00341","title":"Recasting Regional Lighting for Shadow Removal","created":"2024-02-01","cited_by_count":23},{"id":"2108.05251","title":"Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning","created":"2021-08-11","cited_by_count":20},{"id":"2111.00454","title":"Gaussian Kernel Mixture Network for Single Image Defocus Deblurring","created":"2021-10-31","cited_by_count":20},{"id":"2404.13153","title":"Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring","created":"2024-04-19","cited_by_count":20},{"id":"2401.15105","title":"Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery","created":"2024-01-25","cited_by_count":16},{"id":"2010.04324","title":"Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images","created":"2020-10-09","cited_by_count":15},{"id":"2503.23717","title":"Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space","created":"2025-03-31","cited_by_count":12},{"id":"2309.01377","title":"Memory augment is All You Need for image restoration","created":"2023-09-04","cited_by_count":8}],"next_cursor":null}