{"id":"W4414360939","doi":"10.24963/ijcai.2024/1162","title":"Generative AI for Immersive Video: Recent Advances and Future Opportunities","year":2024,"lang":"en","type":"article","venue":"","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University","funders":"","keywords":"Categorization; Key (lock); Component (thermodynamics); Virtual reality; Pipeline (software); Scalability; Generative grammar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334529,0.0001311345,0.0001286658,0.00005775007,0.0001561057,0.000348802,0.0001697256,0.00003793219,0.00006335181],"category_scores_gemma":[0.00001092472,0.00009574203,0.00004976601,0.0001328563,0.00004928368,0.00100828,0.00008640566,0.00006238151,0.000004727273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001862403,"about_ca_system_score_gemma":0.00007130601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003292822,"about_ca_topic_score_gemma":0.00001155906,"domain_scores_codex":[0.9992017,0.00004181934,0.0001225644,0.0003507392,0.00009584842,0.0001873868],"domain_scores_gemma":[0.9995121,0.0001229373,0.00002180196,0.0001458185,0.0001222197,0.00007515145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006805357,0.000009051944,0.000001980698,0.00003184212,0.00005111133,0.00001087503,0.0008488181,0.0001481918,0.0007401638,0.1388239,0.04089354,0.8184336],"study_design_scores_gemma":[0.00008560128,0.00008458233,0.000005767536,0.00001233842,0.00001012162,0.00000552104,0.000694456,0.09349807,0.009128233,0.006298743,0.890035,0.000141618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001899318,0.02552571,0.923488,0.04657253,0.001320204,0.0001869853,0.00001113389,0.00005165372,0.002824775],"genre_scores_gemma":[0.07663405,0.1925426,0.6672897,0.02983778,0.01058617,0.0004641806,0.000060423,0.00008730152,0.0224978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8491414,"threshold_uncertainty_score":0.3904247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898623962985399,"score_gpt":0.2715159588318652,"score_spread":0.2425297192020112,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}