Infinite Loop AI

RAG System Knowledge Backend

System Architecture: RAG Pipeline

Welcome to the Infinite Loop AI document repository. This directory serves as the source-of-truth for our Retrieval-Augmented Generation (RAG) pipeline. By hosting these documents here, we enable our AI models to fetch real-time, verified context from both Deep Learning research and Medical literature.

DL & ML Docs 100 Files

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  51. 2601.21246v1.Conditional_Generative_Framework_with_Peak_Aware_Attention_for_Robust_Chemical_Detection_under_Interferences.pdf
  52. 2601.17773v1.MarketGANs_Multivariate_financial_time_series_data_augmentation_using_generative_adversarial_networks.pdf
  53. 2601.15859v1.Uncertainty_guided_Generation_of_Dark_field_Radiographs.pdf
  54. 2601.15392v1.GeMM_GAN_A_Multimodal_Generative_Model_Conditioned_on_Histopathology_Images_and_Clinical_Descriptions_for_Gene_Expression_Profile_Generation.pdf
  55. 2601.13920v1.Asymmetric_regularization_mechanism_for_GAN_training_with_Variational_Inequalities.pdf.pdf
  56. 2601.13708v1.Generative_Adversarial_Networks_for_Resource_State_Generation.pdf
  57. 2601.15331v1.RECAP_A_Resource_Efficient_Method_for_Adversarial_Prompting_in_Large_Language_Models.pdf
  58. 2601.11700v1.Telling_Human_and_Machine_Handwriting_Apart.pdf
  59. 2601.08260v1.A_Usable_GAN_Based_Tool_for_Synthetic_ECG_Generation_in_Cardiac_Amyloidosis_Research.pdf
  60. 2601.06602v1.UMLoc_Uncertainty_Aware_Map_Constrained_Inertial_Localization_with_Quantified_Bounds.pdf
  61. 2601.06512v1.A_novel_RF_enabled_Non_Destructive_Inspection_Method_through_Machine_Learning_and_Programmable_Wireless_Environments.pdf
  62. 2601.05789v1.SAFE_Secure_and_Accurate_Federated_Learning_for_Privacy_Preserving_Brain_Computer_Interfaces.pdf
  63. 2601.05036v1.Exponential_capacity_scaling_of_classical_GANs_compared_to_hybrid_latent_style_based_quantum_GANs.pdf
  64. 2601.03839v1.Logic_Tensor_Network_Enhanced_Generative_Adversarial_Network.pdf
  65. 2601.06127v1.AIS_CycleGen_A_CycleGAN_Based_Framework_for_High_Fidelity_Synthetic_AIS_Data_Generation_and_Augmentation.pdf
  66. 2601.22155v1.UEval_A_Benchmark_for_Unified_Multimodal_Generation.pdf
  67. 601.22149v1.DynaWeb_Model_Based_Reinforcement_Learning_of_Web_Agents.pdf
  68. 2601.22132v1.Pay_for_Hints_Not_Answers_LLM_Shepherding_for_Cost_Efficient_Inference.pdf
  69. 2601.22130v1.World_of_Workflows_a_Benchmark_for_Bringing_World_Models_to_Enterprise_Systems.pdf
  70. 2601.22129v1.SWE_Replay_Efficient_Test_Time_Scaling_for_Software_Engineering_Agents.pdf
  71. 2601.22128v1.The_Patient_is_not_a_Moving_Document_A_World_Model_Training_Paradigm_for_Longitudinal_EHR.pdf
  72. 2601.22069v1.VTC_R1_Vision_Text_Compression_for_Efficient_Long_Context_Reasoning.pdf
  73. 2601.22060v1.Vision_DeepResearch_Incentivizing_DeepResearch_Capability_in_Multimodal_Large_Language_Models.pdf
  74. 2601.22059v1.AIRPET_Virtual_Positron_Emission_Tomography.pdf
  75. 2601.22054v1.MetricAnything_Scaling_Metric_Depth_Pretraining_with_Noisy_Heterogeneous_Sources.pdf
  76. 2601.22050v1.MasalBench_A_Benchmark_for_Contextual_and_Cross_Cultural_Understanding_of_Persian_Proverbs_in_LLMs.pdf
  77. 2601.22047v1.On_the_Paradoxical_Interference_between_Instruction_Following_and_Task_Solving.pdf
  78. 2601.22030v1.Per_parameter_Task_Arithmetic_for_Unlearning_in_Large_Language_Models.pdf
  79. 2601.22027v1.CAR_bench_Evaluating_the_Consistency_and_Limit_Awareness_of_LLM_Agents_under_Real_World_Uncertainty.pdf
  80. 2601.22025v1.When_Better_Prompts_Hurt_Evaluation_Driven_Iteration_for_LLM_Applications.pdf
  81. 2601.22020v1.Visual_Guided_Key_Token_Regularization_for_Multimodal_Large_Language_Model_Unlearning.pdf
  82. 2601.22150v1.Do_VLMs_Perceive_or_Recall_Probing_Visual_Perception_vs_Memory_with_Classic_Visual_Illusions.pdf
  83. 2601.22055v1.G_2_Reader_Dual_Evolving_Graphs_for_Multimodal_Document_QA.pdf
  84. 2601.21964v1.From_Tokens_to_Blocks_A_Block_Diffusion_Perspective_on_Molecular_Generation.pdf
  85. 2601.21893v1.WADBERT_Dual_channel_Web_Attack_Detection_Based_on_BERT_Models.pdf
  86. 2601.21872v1.WebArbiter_A_Principle_Guided_Reasoning_Process_Reward_Model_for_Web_Agents.pdf
  87. 2601.21623v1.LAMP_Look_Ahead_Mixed_Precision_Inference_of_Large_Language_Models.pdf
  88. 2601.21551v1.Note2Chat_Improving_LLMs_for_Multi_Turn_Clinical_History_Taking_Using_Medical_Notes.pdf
  89. 2601.21460v1.Tell_Me_What_I_Missed_Interacting_with_GPT_during_Recalling_of_One_Time_Witnessed_Events.pdf
  90. 2601.21403v1.DataCross_A_Unified_Benchmark_and_Agent_Framework_for_Cross_Modal_Heterogeneous_Data_Analysis.pdf
  91. 2601.21624v1.TRAINING_MEMORY_IN_DEEP_NEURAL_NETWORKS.pdf
  92. 2601.21648v1.CAF_MAMBA_MAMBA_BASED_CROSS-MODAL_ADAPTIVE_ATTENTION_FUSION_FOR.pdf
  93. 2601.21802v1.A_Unified_XAI_LLM_Approach_for_Endotracheal.pdf
  94. 2601.21673v1.Multimodal_Visual_Surrogate_Compression_for_Alzheimer’s_Disease_Classification.pdf
  95. 2601.21681v1.LLM4Fluid_Large_Language_Models_as_Generalizable_Neural_Solvers_for_Fluid.pdf
  96. 2601.21683v1.Can_Local_Learning_Match_Self-Supervised_Backpropagation.pdf
  97. 2601.21690v1.Understanding_Model_Merging.pdf
  98. 2601.21703v1.Fewest_Switches_Surface_Hopping_with_Combined_Deep_Learning_Potential_and_Long_Short_Term_Memory_Network.pdf
  99. 2601.21792v1.NetMamba_A_Framework_of_Pre-trained_Models_for_Efficient_and_Accurate_Network_Traffic_Classification.pdf
  100. 2601.21747v1.Temporal_Sepsis_Modeling_a_Fully_Interpretable_Relational_Way.pdf

Medical Research 50 Files

  1. A_mixed_methods_analysis_of_the_implementation_policy_and_practice_gap_of_national_food_safety_standards_in_Chinas_grassroots_areas_(2023–2024)_-_Based_on_the_tracking_evaluatio.pdf
  2. Assessing_food_and_nutrient_security_in_Taiwan-Integrating_sustainability_and_the_planetary_health_diet_c.pdf
  3. Assessment_of_a_novel_functional_food_modulating_the_microbiota-inflammation-brain_axis_in_patients_with_heart_failure_andoratrial_fibrillation_patients_(the_AMBROSIA_study)_Protocol_c.pdf
  4. Association-between-multi-component-traditional-chinese-medicin_2025_Allergy_c.pdf
  5. Association-between-spicy-food-consumption-and-inflammatory-bowel_2026_Nutri_c.pdf
  6. Association-of-ultra-processed-food-consumption-and-MRI-_2025_American-Journ_c.pdf
  7. Carbohydrate-counting-in-traditional-Turkish-fast-foods-for-indivi_2026_Nutr_c.pdf
  8. Characterizing-household-food-security-status--perceived-neighborho_2025_Hea_c.pdf
  9. Comfort-With-Sharing-Food-Insecurity-Risk-for-Clinical-Care-Among-_2025_AJPM_c.pdf
  10. Comparing-a-diet-wide-panel-of-biomarkers-of-food-intake-i_2026_The-American_c.pdf
  11. Cortical-dynamics-of-motivational-salience--TMS-EEG-and-ERP-inte_2026_NeuroI_c.pdf
  12. Diet-Quality--Food-Insecurity--and-Chronic-Kidney-Disease--_2025_Journal-of-_c.pdf
  13. Discrepancies-in-the-therapeutic-indications-granted-by-the-Eu_2026_Journal-_c.pdf
  14. Effect-of-food-insecurity-on-hazardous-alcohol-c_2026_Journal-of-Clinical-Tu_c.pdf
  15. Excessive-IL-4-environment-enhances-osteoclastogenesis-and-mo_2025_Allergolo_c.pdf
  16. Exploratory-analyses-of-predictors-and-correlates-of-_2026_Journal-of-Allerg_c.pdf
  17. Exploring-regional-inequities-in-food-safety-practices-and-food-s_2026_Nutri_c.pdf
  18. Family-influences-on-type-2-diabetes-self-management--P_2026_Patient-Educati_c.pdf
  19. Feasibility-Study-of-Soybean-Oil-Fortified-Foods-to-Alter-Bloo_2026_The-Jour_c.pdf
  20. First-documented-outbreak-of-Bongkrekic-acid-food_2026_Journal-of-Infection-_c.pdf
  21. Food-allergy-and-anaphylaxis-in-a-univer_2026_Journal-of-Allergy-and-Clinica_c.pdf
  22. Food-as-Medicine--Enhancing-Crop-Breeding-and-Food-Processin_2026_The-Journa.pdf
  23. Food-insecurity-and-health-behaviors-in-a-disaster-affec_2025_Human-Nutritio.pdf
  24. Food-insecurity-and-multidimensional-healthy-aging-across-_2026_Social-Scien.pdf
  25. Foods-Fortified-with-Soybean-or-Palm-Oil-Show-No-Effect-on-In_2026_Current-D.pdf
  26. Food--vs--supplement-based-very-low-energy-diets-and-gut-micro_2025_Cell-Rep.pdf
  27. Fried-food-consumption-related-gut-microbiota-is-associate_2025_The-American.pdf
  28. Healthcare-and-Nonhealthcare-Costs--Youth-With-_2026_American-Journal-of-Pre.pdf
  29. Household-resilience-and-adaptation-strategies-for_2026_International-Journa.pdf
  30. Longitudinal-associations-between-fast-food-outlet-co_2025_Nutrition--Metabo.pdf
  31. Mapping-school-food-provision-models-in-European-cities--Ope_2026_Preventive.pdf
  32. Methodology-of-the-international-cross-sectional-prevalen_2025_World-Allergy.pdf
  33. Non-invasive-vagus-nerve-stimulation-normalizes-food-l_2025_Journal-of-Psych.pdf
  34. North-American-and-Andean-Indigenous-Plant-Based-Foods-_2025_Current-Develop.pdf
  35. Prevalence-of-Food-Insufficiency-Across-Subgroups-of-Chi_2026_The-Journal-of.pdf
  36. Preventing-Food-Allergy-by-Early-Food-Introduc_2025_The-Journal-of-Allergy-a.pdf
  37. Psychosocial-mechanisms-largely-mediate-the-path-between-food_2026_Geriatric.pdf
  38. Psychosomatic-mechanisms-linking-food-insecurity-wit_2026_Journal-of-Affecti.pdf
  39. Reciprocal-relationships-among-food-insecurity--self-esteem--_2026_Journal-o.pdf
  40. Reproducibility-and-Sources-of-Variation-of-Urinary-Biomarker_2026_The-Journ.pdf
  41. Safety_of_herbal_medicine_decoction_for_facial_palsy_Coarsened_exact_matching_analysis_of_the_national_health_insurance_database.pdf
  42. Substituting-ultra-processed-food-intake-with-minima_2026_Nutrition--Metabol.pdf
  43. The-interplay-between-the-market-food-environment-and-barriers-_2026_Health-.pdf
  44. The-relationship-between-food-insecurity-and-tobacco-or-al_2026_Addictive-Be.pdf
  45. The-relationship-between-prebiotic-and-probiotic-foods-cons_2026_Clinical-Nu.pdf
  46. The-Whole-School-Food-Approach--A-European-framework-and-impl_2026_Preventiv.pdf
  47. Timing-of-Energy-Intake-and-Ultra-Processed-Food-Consumpt_2026_Journal-of-th.pdf
  48. Understanding-health-care-professionals--barriers-and-f_2026_Journal-of-Alle.pdf
  49. Understanding-the-Reasons-Why-Patients-With-Food-Insecurity-Decli_2025_AJPM-.pdf
  50. Valid_food_intake_measures_of_adult_patients_for_use_within_the_GLIM.pdf

Medical Research HTML Pages 50 Files

  1. A mixed methods analysis of the implementation policy and practice gap of national food safety standards in China's grassroots areas (2023–2024)——Based on the tracking evaluation in Ankang, Shaanxi Province
  2. Assessing food and nutrient security in Taiwan:Integrating sustainability and the planetary health diet
  3. Assessment of a novel functional food modulating the microbiota-inflammation-brain axis in patients with heart failure and/or atrial fibrillation patients (the AMBROSIA study): Protocol for a randomized controlled trial
  4. Association between multi-component traditional chinese medicine therapy and diet quality in patients with food allergies and eczema
  5. Association between spicy food consumption and inflammatory bowel disease: A case-control study from Saudi Arabia
  6. Association of ultra-processed food consumption and MRI-based carotid plaque characteristics:results from the Atherosclerosis Risk in Communities study
  7. Carbohydrate counting in traditional Turkish fast foods for individuals with type 1 diabetes: Can artificial intelligence models replace dietitians?
  8. Characterizing household food security status, perceived neighborhood food environment,and food shopping behaviors among caregivers of children in the Hispanic Community Health Study/Study of Latinos Youth ancillary study(SOL Youth)
  9. Comfort With Sharing Food Insecurity Risk for Clinical Care Among Individuals With and Without a Cancer History:Findings From a National Survey
  10. Comparing a diet-wide panel of biomarkers of food intake in whole blood and 24-hour urine and self-reported with known dietary intakes:randomized feeding trial of three 48-hour interventions
  11. Cortical dynamics of motivational salience:TMS-EEG and ERP integration in a food cue paradigm
  12. Diet Quality, Food Insecurity, and Chronic Kidney Disease:Insights From the US National Health and Nutrition Examination Survey
  13. Discrepancies in the therapeutic indications granted by the European Medicines Agency and the US Food and Drug Administration for new cancer drugs: An analysis of potential explanations
  14. Effect of food insecurity on hazardous alcohol consumption and psychological well-being among people with tuberculosis in Kampala, Uganda
  15. Excessive IL-4 environment enhances osteoclastogenesis and modulates inflammatory cell differentiation in bone loss associated with food allergic enteropathy
  16. Exploratory analyses of predictors and correlates of response to omalizumab therapy in patients with multiple food allergies
  17. Exploring regional inequities in food safety practices and food security in Italy: A cross-sectional study
  18. Family influences on type 2 diabetes self-management: Perspectives of African American adults with food insecurity
  19. Feasibility Study of Soybean Oil-Fortified Foods to Alter Blood Content of Linoleic Acid and Body Weight:A Randomized Double-Masked Placebo-Controlled Crossover Trial
  20. First documented outbreak of Bongkrekic acid food poisoning in Taiwan, March–April 2024
  21. Food allergy and anaphylaxis in a university campus dining program
  22. Food as Medicine: Enhancing Crop Breeding and Food Processing to Shift the Gut Microbiome for Prevention and Treatment of Chronic Diseases
  23. Food insecurity and health behaviors in a disaster-affected population: A case study of Tacloban, Philippines
  24. Food insecurity and multidimensional healthy aging across 31 countries: pooled longitudinal evidence from four cohorts
  25. Foods Fortified with Soybean or Palm Oil Show No Effect on Inflammation or Oxidized Low-Density Lipoprotein in Adults with Overweight or Obesity: a Secondary Analysis of a Randomized Placebo-Controlled Crossover Trial
  26. Food- vs. supplement-based very-low-energy diets and gut microbiome composition in women with high body mass index:A randomized controlled trial
  27. Fried food consumption-related gut microbiota is associated with obesity, fat distribution, and cardiometabolic diseases:results from 2 large longitudinal cohorts with sibling comparison analyses
  28. Healthcare and Nonhealthcare Costs: Youth With Diabetes and Food Insecurity
  29. Household resilience and adaptation strategies for enhancing access to energy, water, and food during droughts and floods: A qualitative study
  30. Longitudinal associations between fast food outlet count and inflammatory markers in the US-based nurses’ health study II between 1998 and 2011
  31. Mapping school food provision models in European cities: Operational, infrastructural, and financial insights
  32. Methodology of the international crosssectional prevalence and severity study of pediatric and adult IgE-mediated food allergies (ASSESS FA)
  33. Non-invasive vagus nerve stimulation normalizes food liking and improves liking ratings in depression☆
  34. North American and Andean Indigenous Plant-Based Foods and Their Contemporary Scientific Rationale for Health Improvement
  35. Prevalence of Food Insufficiency Across Subgroups of Children with Special Health-Care Needs
  36. Preventing Food Allergy by Early Food Introduction: East Meets West With the Lack Dual-Allergen Exposure Theory
  37. Psychosocial mechanisms largely mediate the path between food insecurity and depressive symptoms in later life
  38. Psychosomatic mechanisms linking food insecurity with psychological distress among artisanal miners in Ghana
  39. Reciprocal relationships among food insecurity, self-esteem, and depressive symptoms:An analysis of a nationwide cohort of Korean adults using a random-intercept cross-lagged panel model(2011–2018)
  40. Reproducibility and Sources of Variation of Urinary Biomarkers of Food Intake of Fruits, Vegetables, and Chocolate in European Children and Adolescents
  41. Safety of herbal medicine decoction for facial palsy: Coarsened exact matching analysis of the national health insurance database
  42. Substituting ultra-processed food intake with minimally processed foods is associated with lower diastolic blood pressure in children
  43. The interplay between the market food environment and barriers to healthy diets for women in rural Bihar,India
  44. The relationship between food insecurity and tobacco or alcohol use in Great Britain: A representative population-based survey
  45. The relationship between prebiotic and probiotic foods consumption and the nutritional status of high school students aged 15–18: A cross- sectional study
  46. The Whole School Food Approach: A European framework and implementation to promote healthy and sustainable school food systems
  47. Timing of Energy Intake and Ultra-Processed Food Consumption Are Associated With Obesity in Adults in the United Kingdom:A Pooled Cross-Sectional Analysis of the National Diet and Nutrition Survey(2008-2019)
  48. Understanding health care professionals’ barriers and facilitators to supporting the management of food allergy in British South Asian adults: Qualitative results from the FAIR Study
  49. Understanding the Reasons Why Patients With Food Insecurity Decline Social Assistance at a Large Academic Medical Center
  50. Valid food intake measures of adult patients for use within the GLIM framework:A scoping review