Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Image Generation Image Generation (synthesis) is the task of generating new i… | 6,689 | 871 |
| Image Super-Resolution Image Super-Resolution is a machine learning task where the … | 1,589 | 748 |
| Video Super-Resolution Video Super-Resolution is a computer vision task that aims t… | 281 | 247 |
| Deblurring Deblurring is a computer vision task that involves removing … | 999 | 200 |
| Video Frame Interpolation The goal of Video Frame Interpolation is to synthesize sever… | 204 | 157 |
| Video Generation ( Various Video Generation Tasks. Gif credit: [MaGViT](https… | 1,466 | 131 |
| Video Prediction Script for Amee Marketing & Trading Company Short Video (Dur… | 394 | 126 |
| Motion Synthesis Creating a video where people in the images move (such as bl… | 282 | 123 |
| Image Dehazing ( Image credit: [Densely Connected Pyramid Dehazing Network]… | 295 | 117 |
| Image Denoising Image Denoising is a computer vision task that involves remo… | 1,220 | 110 |
| Image Manipulation Detection The task of detecting images or image parts that have been t… | 73 | 106 |
| Novel View Synthesis Synthesize a target image with an arbitrary target camera po… | 1,441 | 103 |
| 3D Face Reconstruction 3D Face Reconstruction is a computer vision task that involv… | 211 | 94 |
| Image Manipulation Localization The task of segmenting parts of images or image parts that h… | 31 | 87 |
| Conditional Image Generation Conditional image generation is the task of generating new i… | 286 | 75 |
| Image Deblurring file:///var/mobile/Library/SMS/Attachments/cb/11/8A26E2FC-74… | 396 | 73 |
| Shadow Removal Image Shadow Removal | 127 | 64 |
| Image Inpainting Remove the preview tag from template | 708 | 48 |
| Image Matting Image Matting is the process of accurately estimating the fo… | 225 | 45 |
| Blind Face Restoration Blind face restoration aims at recovering high-quality faces… | 55 | 39 |
| Video Inpainting The goal of Video Inpainting is to fill in missing regions o… | 130 | 37 |
| Tabular Data Generation Generation of the tabular data using generative models | 73 | 36 |
| Image Reconstruction | 2,143 | 35 |
| Reflection Removal Remove the spots from mirror and clear the picture | 81 | 32 |
| Data Augmentation Data augmentation involves techniques used for increasing th… | 8,378 | 26 |
| Image Enhancement Image Enhancement is basically improving the interpretabilit… | 983 | 26 |
| Video Reconstruction Source: [Deep-SloMo](https://github.com/avinashpaliwal/Deep-… | 145 | 26 |
| Single-View 3D Reconstruction | 98 | 25 |
| Virtual Try-on Virtual try-on of clothing or other items such as glasses an… | 276 | 24 |
| Video-based Generative Performance Benchmarking The benchmark evaluates a generative Video Conversational Mo… | 20 | 23 |
| Image Compression Image Compression is an application of data compression for … | 1,008 | 22 |
| Point Cloud Completion | 174 | 21 |
| 3D Object Reconstruction Image: [Choy et al](https://arxiv.org/pdf/1604.00449v1.pdf) | 153 | 20 |
| inverse tone mapping For stack based inverse tone mapping | 35 | 18 |
| Video-based Generative Performance Benchmarking (Correctness of Information) The benchmark evaluates a generative Video Conversational Mo… | 15 | 18 |
| Human action generation Yan et al. (2019) CSGN: "When the dancer is stepping, jumpin… | 13 | 18 |
| Image Restoration Image Restoration is a family of inverse problems for obtain… | 1,459 | 17 |
| Scene Generation make to t shirt an Ad with a little bit of action | 309 | 17 |
| Point Cloud Generation | 117 | 17 |
| Denoising Denoising is a task in image processing and computer vision … | 7,282 | 15 |
| Talking Head Generation Talking head generation is the task of generating a talking … | 119 | 15 |
| Video deraining | 30 | 13 |
| Style Transfer Style Transfer is a technique in computer vision and graphic… | 1,661 | 12 |
| 3D Face Animation Image: [Cudeiro et al](https://arxiv.org/pdf/1905.03079v1.pd… | 34 | 12 |
| 10-shot image generation Generate 10 image of famous arts | 29 | 12 |
| Image Editing | 10 | 12 |
| Image Colorization | 127 | 10 |
| Medical Image Generation Medical image generation is the task of synthesising new med… | 78 | 10 |
| Photo Retouching | 27 | 9 |
| Rolling Shutter Correction Rolling Shutter Correction | 216 | 8 |