{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463899,0.0006141952,0.0006212942,0.0009129037,0.0003678628,0.002285599,0.001152587,0.001203194,0.004181005],"category_scores_gemma":[0.003553053,0.0003686385,0.000615924,0.001127708,0.001861418,0.003108462,0.001588025,0.002192486,0.001027481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007084646,"about_ca_system_score_gemma":0.0004912819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835909,"about_ca_topic_score_gemma":0.001017325,"domain_scores_codex":[0.9993966,0.0002229849,0.00003124571,0.000112255,0.0001950936,0.00004181332],"domain_scores_gemma":[0.996557,0.002903245,0.00007406085,0.0001803047,0.000209252,0.00007620882],"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":[0.00007385123,0.0001052558,0.001567448,0.003119247,0.00009627158,0.0001957026,0.001016313,0.03147942,0.004177835,0.3280602,0.007992075,0.6221164],"study_design_scores_gemma":[0.00002753047,0.0003012439,0.001728059,0.001567714,0.0001056489,0.0009434636,0.001056407,0.2386231,0.005981173,0.3677119,0.3818395,0.0001142692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01434761,0.4924869,0.4236423,0.007812293,0.0006832506,0.0000916495,0.0001191988,0.0005529793,0.06026386],"genre_scores_gemma":[0.2999753,0.5304984,0.1509215,0.002240046,0.002211934,0.0001980031,0.0003276291,0.0002967669,0.01333053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004181005,"threshold_uncertainty_score":0.01398683,"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."}}