{"id":"W4405376223","doi":"10.1145/3708347","title":"Neural Image Compression with Regional Decoding","year":2024,"lang":"en","type":"article","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Advanced Image Processing Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Decoding methods; Image compression; Image (mathematics); Computer vision; Data compression; Compression (physics); Artificial intelligence; Image processing; Algorithm","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":[0.0002302036,0.0006532497,0.0004439777,0.000528498,0.0002179981,0.0005623131,0.0006329562,0.0005406927,0.002471898],"category_scores_gemma":[0.001050131,0.0001576616,0.0004039746,0.0005516436,0.0003537767,0.000873269,0.0006937463,0.0007652963,0.0009831655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633955,"about_ca_system_score_gemma":0.0004745352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866421,"about_ca_topic_score_gemma":0.002925492,"domain_scores_codex":[0.999723,0.00003196784,0.00002055323,0.00005479215,0.0001464649,0.00002325608],"domain_scores_gemma":[0.9996408,0.0000866181,0.00003960862,0.00009617265,0.0001198397,0.0000169194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002916832,0.00008069742,0.000532421,0.00013488,0.00004534838,0.0002298634,0.0001026536,0.05143564,0.233858,0.01079653,0.003112978,0.6993792],"study_design_scores_gemma":[0.00002009154,0.0001782476,0.0005543681,0.00002860184,0.00003927281,0.000739068,0.00002895782,0.7416067,0.2440197,0.00405905,0.008693819,0.00003212836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03003942,0.000747519,0.9610311,0.0001351164,0.00008363958,0.00005267743,0.00009159925,0.001990527,0.005828358],"genre_scores_gemma":[0.2895082,0.0008719738,0.6974252,0.000260266,0.0001093844,0.00008157193,0.0004624177,0.0003140191,0.01096701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002471898,"threshold_uncertainty_score":0.00826931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000117844005691,"score_gpt":0.3270405991783132,"score_spread":0.2970394207382563,"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."}}