mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 14 Jan 2024

73 papers

  1. Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text GenerationLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  2. CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance DesignDeep reinforcement learning methods → RL for autonomous driving and traffic
  3. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding ChallengesLLM agents and tool use → Software engineering coding agents
  4. Small LLMs Are Weak Tool Learners: A Multi-LLM AgentLLM agents and tool use → General LLM agent frameworks and benchmarks
  5. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense ReasoningLLM reasoning → Prompting and chain-of-thought reasoning
  6. BET: Explaining Deep Reinforcement Learning through The Error-Prone DecisionsDeep reinforcement learning methods → Interpretable and logic-guided RL
  7. Reinforcement Learning from LLM Feedback to Counteract Goal MisgeneralizationLLM alignment / RLHF / preference optimisation → Process reward models for reasoning
  8. Streamlining the Selection Phase of Systematic Literature Reviews (SLRs) Using AI-Enabled GPT-4 Assistant API
  9. Multi-objective Optimal Roadside Units Deployment in Urban Vehicular Networks
  10. Killer Apps: Low-Speed, Large-Scale AI Weapons
  11. Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives
  12. MorpheusNet: Resource efficient sleep stage classifier for embedded on-line systems
  13. Window Stacking Meta-Models for Clinical EEG Classification
  14. A Framework for Agricultural Food Supply Chain using Blockchain
  15. Do We Really Even Need Data?
  16. Computationally Efficient Optimisation of Elbow-Type Draft Tube Using Neural Network Surrogates
  17. On Image Search in Histopathology
  18. Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs
  19. Enabling Collaborative Clinical Diagnosis of Infectious Keratitis by Integrating Expert Knowledge and Interpretable Data-driven Intelligence
  20. A Strong Inductive Bias: Gzip for binary image classification
  21. Knee or ROC
  22. A Rapid Review of Clustering Algorithms
  23. Noise-Aware Training of Neuromorphic Dynamic Device Networks
  24. How do machines learn? Evaluating the AIcon2abs method
  25. Inference of dynamical gene regulatory networks from single-cell data with physics informed neural networks
  26. Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search
  27. A Data-driven Resilience Framework of Directionality Configuration based on Topological Credentials in Road Networks
  28. Generation of Synthetic Images for Pedestrian Detection Using a Sequence of GANs
  29. Active Learning for NLP with Large Language Models
  30. PDE Generalization of In-Context Operator Networks: A Study on 1D Scalar Nonlinear Conservation Laws
  31. PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits
  32. Promptformer: Prompted Conformer Transducer for ASR
  33. Reliability and Interpretability in Science and Deep Learning
  34. Harnessing Machine Learning for Discerning AI-Generated Synthetic Images
  35. Towards Engineering Fair and Equitable Software Systems for Managing Low-Altitude Airspace Authorizations
  36. Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity
  37. Who Said What? An Automated Approach to Analyzing Speech in Preschool Classrooms
  38. The Afterlives of Shakespeare and Company in Online Social Readership
  39. Construction and Evaluation of Mandarin Multimodal Emotional Speech Database
  40. ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering
  41. Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound Diagnosis
  42. MapNeXt: Revisiting Training and Scaling Practices for Online Vectorized HD Map Construction
  43. RSUD20K: A Dataset for Road Scene Understanding In Autonomous Driving
  44. MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation
  45. Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study
  46. Small Language Model Can Self-correct
  47. Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
  48. Improving Domain Adaptation through Extended-Text Reading Comprehension
  49. FROST-BRDF: A Fast and Robust Optimal Sampling Technique for BRDF Acquisition
  50. Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells
  51. City Scene Super-Resolution via Geometric Error Minimization
  52. SpineCLUE: Automatic Vertebrae Identification Using Contrastive Learning and Uncertainty Estimation
  53. 3D Landmark Detection on Human Point Clouds: A Benchmark and A Dual Cascade Point Transformer Framework
  54. Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy
  55. Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series
  56. MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition
  57. DCDet: Dynamic Cross-based 3D Object Detector
  58. Distilling Event Sequence Knowledge From Large Language Models
  59. The Effects of Data Imbalance Under a Federated Learning Approach for Credit Risk Forecasting
  60. Polariton lattices as binarized neuromorphic networks
  61. Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data
  62. Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras
  63. Self-supervised Event-based Monocular Depth Estimation using Cross-modal Consistency
  64. Depth-agnostic Single Image Dehazing
  65. Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
  66. Unsupervised Domain Adaptation Using Compact Internal Representations
  67. Probabilistic Reduced-Dimensional Vector Autoregressive Modeling with Oblique Projections
  68. Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models
  69. Exploring Compressed Image Representation as a Perceptual Proxy: A Study
  70. Inroads to a Structured Data Natural Language Bijection and the role of LLM annotation
  71. Left-right Discrepancy for Adversarial Attack on Stereo Networks
  72. A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models
  73. Forecasting GDP in Europe with Textual Data