{"id":17709470,"url":"https://github.com/lukaszbinden/spatial-broadcast-decoder","last_synced_at":"2025-03-13T16:32:00.086Z","repository":{"id":68650282,"uuid":"174732738","full_name":"lukaszbinden/spatial-broadcast-decoder","owner":"lukaszbinden","description":"Spatial Broadcast Decoder Tensorflow Implementation","archived":false,"fork":false,"pushed_at":"2019-03-11T09:44:12.000Z","size":10,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-26T20:22:26.021Z","etag":null,"topics":["deep-neural-networks","representation-learning","tensorflow"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lukaszbinden.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-03-09T18:41:35.000Z","updated_at":"2021-05-21T02:02:07.000Z","dependencies_parsed_at":"2023-03-21T03:05:17.727Z","dependency_job_id":null,"html_url":"https://github.com/lukaszbinden/spatial-broadcast-decoder","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lukaszbinden%2Fspatial-broadcast-decoder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lukaszbinden%2Fspatial-broadcast-decoder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lukaszbinden%2Fspatial-broadcast-decoder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lukaszbinden%2Fspatial-broadcast-decoder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lukaszbinden","download_url":"https://codeload.github.com/lukaszbinden/spatial-broadcast-decoder/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243441483,"owners_count":20291480,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-neural-networks","representation-learning","tensorflow"],"created_at":"2024-10-25T04:41:42.923Z","updated_at":"2025-03-13T16:32:00.040Z","avatar_url":"https://github.com/lukaszbinden.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spatial Broadcast Decoder\nSpatial Broadcast Decoder Implementation using Tensorflow v1.12. This implements only the decoder as proposed in the paper.\n\nSee the original paper for specifications:\n\n**Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs**\nhttps://arxiv.org/abs/1901.07017\n\nNote that the convolutional part of the spatial broadcast decoder has a different implementation than in the paper. Just go ahead and adjust the channel numbers for each layer. Kernel and stride are original.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flukaszbinden%2Fspatial-broadcast-decoder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flukaszbinden%2Fspatial-broadcast-decoder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flukaszbinden%2Fspatial-broadcast-decoder/lists"}