{"url":"/method/dvd-gan-dblock","slug":"dvd-gan-dblock","name":"DVD-GAN DBlock","full_name":"DVD-GAN DBlock","full_name_withheld":false,"description_markdown":"**DVD-GAN DBlock** is a residual block for the discriminator used in the [DVD-GAN](https://paperswithcode.com/method/dvd-gan) architecture for video generation. Unlike regular [residual blocks](https://paperswithcode.com/method/residual-block), [3D convolutions](https://paperswithcode.com/method/3d-convolution) are employed due to the application to multiple frames in a video.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Adversarial Video Generation on Complex Datasets","paper":"/paper/efficient-video-generation-on-complex","first_author":"Aidan Clark","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/efficient-video-generation-on-complex"},"source":{"url":"https://arxiv.org/abs/1907.06571v2","title":"Adversarial Video Generation on Complex Datasets","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Skip Connection Blocks","url":"/methods/category/skip-connection-blocks","pwc_aliases":[]},{"area":"Computer Vision","area_id":"computer-vision","collection":"Image Model Blocks","url":"/methods/category/image-model-blocks","pwc_aliases":[]}],"n_papers_tagged":2,"archive_num_papers":2,"papers_newest_first":[{"paper":"/paper/transformation-based-adversarial-video","title":"Transformation-based Adversarial Video Prediction on Large-Scale Data","date":"2020-03-09","arxiv_id":"2003.04035","n_code_links":0,"syntology":null},{"paper":"/paper/efficient-video-generation-on-complex","title":"Adversarial Video Generation on Complex Datasets","date":"2019-07-15","arxiv_id":"1907.06571","n_code_links":1,"syntology":null}],"papers_shown":2,"tasks":[{"task":"/task/video-generation","name":"Video Generation","papers":2},{"task":"/task/video-prediction","name":"Video Prediction","papers":2},{"task":"/task/3d-character-animation-from-a-single-photo","name":"3D Character Animation From A Single Photo","papers":1},{"task":"/task/prediction","name":"Prediction","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2019","papers":1},{"year":"2020","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/dvd-gan-dblock"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}