mlsanityData to 7 Oct 2026

Papers

New on arXiv

Sat 13 Jan 2024

91 papers

  1. EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health RecordsLLM reasoning → Clinical and biomedical applications
  2. Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language ModelsLLM agents and tool use → Social simulation and multi-agent debate
  3. Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial TransferabilityDiffusion models → Robustness, privacy and adversarial aspects
  4. COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription PolicyOffline RL and imitation learning from data → Offline RL algorithms
  5. Quantum Denoising Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  6. Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State EnsembleDiffusion models → Diffusion foundations and sampling
  7. xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  8. Denoising Diffusion Recommender ModelDiffusion models → Diffusion recommenders
  9. CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning CapabilitiesLLM reasoning → Mathematical reasoning
  10. Bridging the Preference Gap between Retrievers and LLMsRetrieval-augmented generation → RAG pipeline design and evaluation
  11. Tracing the Genealogies of Ideas with Large Language Model Embeddings
  12. Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding
  13. Artificial intelligence to automate the systematic review of scientific literature
  14. Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs
  15. Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation
  16. Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making
  17. Contrastive Learning with Negative Sampling Correction
  18. NODI: Out-Of-Distribution Detection with Noise from Diffusion
  19. Automated Answer Validation using Text Similarity
  20. DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
  21. Attention Modules Improve Modern Image-Level Anomaly Detection: A DifferNet Case Study
  22. Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
  23. On the (In)Compatibility between Group Fairness and Individual Fairness
  24. A New Method of Pixel-level In-situ U-value Measurement for Building Envelopes Based on Infrared Thermography
  25. Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models
  26. Discovering Command and Control Channels Using Reinforcement Learning
  27. Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning
  28. Deep Blind Super-Resolution for Satellite Video
  29. IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data
  30. Concrete Surface Crack Detection with Convolutional-based Deep Learning Models
  31. One Agent Too Many: User Perspectives on Approaches to Multi-agent Conversational AI
  32. Curator: Efficient Indexing for Multi-Tenant Vector Databases
  33. Exploring of Discrete and Continuous Input Control for AI-enhanced Assistive Robotic Arms
  34. Revisiting Sampson Approximations for Geometric Estimation Problems
  35. Hebbian Learning from First Principles
  36. Directed Regular and Context-Free Languages
  37. Graph Language Models
  38. Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
  39. Evolving Code with A Large Language Model
  40. A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation using GPT
  41. Optimization of Inter-group Criteria for Clustering with Minimum Size Constraints
  42. Three Mechanisms of Feature Learning in a Linear Network
  43. GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
  44. PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics Capabilities
  45. InterEvo-TR: Interactive Evolutionary Test Generation With Readability Assessment
  46. Classification of Volatile Organic Compounds by Differential Mobility Spectrometry Based on Continuity of Alpha Curves
  47. Tensor Graph Convolutional Network for Dynamic Graph Representation Learning
  48. Dirichlet-Based Prediction Calibration for Learning with Noisy Labels
  49. Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition
  50. Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making
  51. Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms
  52. A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis
  53. BP(λ): Online Learning via Synthetic Gradients
  54. Quantum Advantage Actor-Critic for Reinforcement Learning
  55. GEML: A Grammar-based Evolutionary Machine Learning Approach for Design-Pattern Detection
  56. An automated framework for brain vessel centerline extraction from CTA images
  57. Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models
  58. Image edge enhancement for effective image classification
  59. Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs
  60. Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images
  61. Weak Labeling for Cropland Mapping in Africa
  62. Knowledge Distillation of Black-Box Large Language Models
  63. An ADRC-Incorporated Stochastic Gradient Descent Algorithm for Latent Factor Analysis
  64. Joint Extraction of Uyghur Medicine Knowledge with Edge Computing
  65. Extending LLMs' Context Window with 100 Samples
  66. Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations
  67. Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review
  68. Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset
  69. A Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler
  70. UniVision: A Unified Framework for Vision-Centric 3D Perception
  71. Progressive Feature Fusion Network for Enhancing Image Quality Assessment
  72. Gradient Coreset for Federated Learning
  73. Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization
  74. Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems
  75. ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-based Blind Face Restoration
  76. Singing the Body Electric: The Impact of Robot Embodiment on User Expectations
  77. Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization
  78. TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification
  79. Domain Adaptation for Large-Vocabulary Object Detectors
  80. NHANES-GCP: Leveraging the Google Cloud Platform and BigQuery ML for reproducible machine learning with data from the National Health and Nutrition Examination Survey
  81. Transformer for Object Re-Identification: A Survey
  82. EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation
  83. FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions
  84. Reinforcement Learning for Scalable Train Timetable Rescheduling with Graph Representation
  85. E^2-LLM: Efficient and Extreme Length Extension of Large Language Models
  86. ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization
  87. Parameter-Efficient Detoxification with Contrastive Decoding
  88. 3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data
  89. Knowledge-Centric Templatic Views of Documents
  90. Accelerated Sampling of Rare Events using a Neural Network Bias Potential
  91. MiTTenS: A Dataset for Evaluating Gender Mistranslation