mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 19 Jan 2025

98 papers

  1. Hallucination Mitigation using Agentic AI Natural Language-Based FrameworksLLM agents and tool use → Medical and scientific domain agents
  2. Dagger Behind Smile: Fool LLMs with a Happy Ending StoryLLM safety and security → Jailbreaking
  3. Reinforcement Learning Based Goodput Maximization with Quantized Feedback in URLLCDeep reinforcement learning methods → RL for energy, networks and operations
  4. Can Safety Fine-Tuning Be More Principled? Lessons Learned from CybersecurityLLM safety and security → Safety alignment, refusal and guardrails
  5. ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  6. A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical ReportDeep reinforcement learning methods → RL for energy, networks and operations
  7. Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise CorrectionKnowledge distillation → General knowledge distillation methods
  8. Tell me about yourself: LLMs are aware of their learned behaviorsLLM safety and security → Safety alignment, refusal and guardrails
  9. Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm PerspectiveLLM reasoning → Mathematical reasoning
  10. Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit NetworksDeep reinforcement learning methods → RL for robot navigation and UAV control
  11. IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI SystemsLLM agents and tool use → General LLM agent frameworks and benchmarks
  12. LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language ModelsMechanistic interpretability → Activation steering methods
  13. Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position EncodingMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  14. Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering DataLLM reasoning → Audio-language model reasoning
  15. Revival: Collaborative Artistic Creation through Human-AI Interactions in Musical Creativity
  16. Musical Agent Systems: MACAT and MACataRT
  17. Adaptive Hoeffding Tree with Transfer Learning for Streaming Synchrophasor Data Sets
  18. Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data
  19. A VM-HDL Co-Simulation Framework for Systems with PCIe-Connected FPGAs
  20. Dissertation Machine Learning in Materials Science -- A case study in Carbon Nanotube field effect transistors
  21. A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods
  22. Self-Explanation in Social AI Agents
  23. Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation
  24. Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learning
  25. Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
  26. Counteracting temporal attacks in Video Copy Detection
  27. AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair Analysis
  28. DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis
  29. Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning
  30. AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations
  31. Modeling Attention during Dimensional Shifts with Counterfactual and Delayed Feedback
  32. LiFT: Lightweight, FPGA-tailored 3D object detection based on LiDAR data
  33. Modelling of automotive steel fatigue lifetime by machine learning method
  34. Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation
  35. CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning
  36. Community Detection for Contextual-LSBM: Theoretical Limitations of Misclassification Rate and Efficient Algorithms
  37. Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks
  38. Advanced technology in railway track monitoring using the GPR Technique: A Review
  39. A Collection of Question Answering Datasets for Norwegian
  40. A Regularized Online Newton Method for Stochastic Convex Bandits with Linear Vanishing Noise
  41. Assessing Semantic Annotation Activities with Formal Concept Analysis
  42. Clinical trial cohort selection using Large Language Models on n2c2 Challenges
  43. A Novel Pearson Correlation-Based Merging Algorithm for Robust Distributed Machine Learning with Heterogeneous Data
  44. ChaosEater: Fully Automating Chaos Engineering with Large Language Models
  45. RDG-GS: Relative Depth Guidance with Gaussian Splatting for Real-time Sparse-View 3D Rendering
  46. Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications
  47. Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations
  48. Enhanced Suicidal Ideation Detection from Social Media Using a CNN-BiLSTM Hybrid Model
  49. Dynamic semantic networks for exploration of creative thinking
  50. Leveraging counterfactual concepts for debugging and improving CNN model performance
  51. Evaluating LLM-Based Regression Test Generation
  52. Refinement Module based on Parse Graph for Human Pose Estimation
  53. Enhancing Neural Spoken Language Recognition: An Exploration with Multilingual Datasets
  54. Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection
  55. Temporal Analysis of Adversarial Attacks in Federated Learning
  56. Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space
  57. BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution
  58. Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach
  59. Model Predictive Task Sampling for Efficient and Robust Adaptation
  60. From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords
  61. AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model
  62. Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis
  63. Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa
  64. Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction
  65. Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification
  66. GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
  67. HFGCN:Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition
  68. GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation
  69. Building low-resource African language corpora: A case study of Kidawida, Kalenjin and Dholuo
  70. pMixFed: Efficient Personalized Federated Learning through Adaptive Layer-Wise Mixup
  71. GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models
  72. Self-CephaloNet: A Two-stage Novel Framework using Operational Neural Network for Cephalometric Analysis
  73. An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer
  74. Control LLM: Controlled Evolution for Intelligence Retention in LLM
  75. SMARTe-VR: Student Monitoring and Adaptive Response Technology for e-Learning in Virtual Reality
  76. The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs
  77. AI Based Font Pair Suggestion Modelling For Graphic Design
  78. DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization
  79. Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation
  80. MARIO: A Mixed Annotation Framework For Polyp Segmentation
  81. Multimodal Techniques for Malware Classification
  82. Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
  83. InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models
  84. Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning
  85. TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval
  86. BeST -- A Novel Source Selection Metric for Transfer Learning
  87. Issues with Neural Tangent Kernel Approach to Neural Networks
  88. Generative Physical AI in Vision: A Survey
  89. Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer
  90. Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders
  91. Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
  92. LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
  93. Green Video Camouflaged Object Detection
  94. Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
  95. DeepIFSAC: Deep Imputation of Missing Values Using Feature and Sample Attention within Contrastive Framework
  96. Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
  97. Explainable Adversarial Attacks on Coarse-to-Fine Classifiers
  98. A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences