mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 26 Jan 2024

170 papers

  1. From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessRetrieval-augmented generation → RAG pipeline design and evaluation
  2. Unlearning Traces the Influential Training Data of Language ModelsLLM safety and security → Machine unlearning
  3. MEA-Defender: A Robust Watermark against Model Extraction AttackLLM safety and security → Watermarking generated content and models
  4. Regularized Q-Learning with Linear Function ApproximationDeep reinforcement learning methods → RL theory and sample complexity
  5. Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic TasksLLM reasoning → Reasoning benchmarks and evaluation
  6. Large Language Model Guided Knowledge Distillation for Time Series Anomaly DetectionKnowledge distillation → Detection and dense prediction distillation
  7. EAGLE: Speculative Sampling Requires Rethinking Feature UncertaintyLLM reasoning → Test-time compute and efficient thinking +1
  8. Annotated Hands for Generative ModelsDiffusion models → Diffusion and flow policies for robotics
  9. From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four ModalitiesMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  10. On the generalization capacity of neural networks during generic multimodal reasoningLLM reasoning → Multimodal reasoning
  11. DAM: Diffusion Activation Maximization for 3D Global ExplanationsDiffusion models → 3D, point cloud and scene generation
  12. Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful TasksDeep reinforcement learning methods → RL training of language and agent models
  13. The Power of Noise: Redefining Retrieval for RAG SystemsRetrieval-augmented generation → RAG pipeline design and evaluation
  14. RESPRECT: Speeding-up Multi-fingered Grasping with Residual Reinforcement LearningDeep reinforcement learning methods → RL for robot locomotion and manipulation
  15. Text Image Inpainting via Global Structure-Guided Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  16. On the Limitations of Markovian Rewards to Express Multi-Objective, Risk-Sensitive, and Modal TasksDeep reinforcement learning methods → RL theory and sample complexity
  17. Off-Policy Primal-Dual Safe Reinforcement LearningDeep reinforcement learning methods → Safe and constrained RL
  18. A Survey on Future Frame Synthesis: Bridging Deterministic and Generative ApproachesWorld models → Video-generation world models and simulators
  19. Under the Surface: Tracking the Artifactuality of LLM-Generated DataSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  20. Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model SupportMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  21. Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive BiasLLM agents and tool use → Medical and scientific domain agents
  22. Low-cost modular devices for on-road vehicle detection and characterisation
  23. VN-Net: Vision-Numerical Fusion Graph Convolutional Network for Sparse Spatio-Temporal Meteorological Forecasting
  24. AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning
  25. Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication
  26. Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data
  27. Electrical Behavior Association Mining for Household ShortTerm Energy Consumption Forecasting
  28. Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data
  29. Application analysis of ai technology combined with spiral CT scanning in early lung cancer screening
  30. Unlocking Criminal Hierarchies: A Survey, Experimental, and Comparative Exploration of Techniques for Identifying Leaders within Criminal Networks
  31. Tweet Influence on Market Trends: Analyzing the Impact of Social Media Sentiment on Biotech Stocks
  32. Zeroth-Order primal-dual Alternating Projection Gradient Algorithms for Nonconvex Minimax Problems with Coupled linear Constraints
  33. Non-Consensual Synthetic Intimate Imagery: Prevalence, Attitudes, and Knowledge in 10 Countries
  34. Deep Learning Based Amharic Chatbot for FAQs in Universities
  35. Measuring Moral Inconsistencies in Large Language Models
  36. Bloom-epistemic and sentiment analysis hierarchical classification in course discussion forums
  37. Predicting loss-of-function impact of genetic mutations: a machine learning approach
  38. Do deep neural networks utilize the weight space efficiently?
  39. A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data
  40. A novel ANROA based control approach for grid-tied multi-functional solar energy conversion system
  41. Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification
  42. Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
  43. Training Differentially Private Ad Prediction Models with Semi-Sensitive Features
  44. GenPluSSS: A Genetic Algorithm Based Plugin for Measured Subsurface Scattering Representation
  45. Near-Optimal Policy Optimization for Correlated Equilibrium in General-Sum Markov Games
  46. Deep Learning with Tabular Data: A Self-supervised Approach
  47. Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones
  48. CascadedGaze: Efficiency in Global Context Extraction for Image Restoration
  49. Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis
  50. Transfer Learning for the Prediction of Entity Modifiers in Clinical Text: Application to Opioid Use Disorder Case Detection
  51. Robust Plan Evaluation based on Approximate Probabilistic Machine Learning
  52. HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy
  53. LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement
  54. FedGT: Federated Node Classification with Scalable Graph Transformer
  55. SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance
  56. CAREForMe: Contextual Multi-Armed Bandit Recommendation Framework for Mental Health
  57. Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation
  58. AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations
  59. FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking
  60. On the Emergence of Symmetrical Reality
  61. Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness
  62. Sensor-Based Data Acquisition via Ubiquitous Device to Detect Muscle Strength Training Activities
  63. A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics
  64. Expressive Power of ReLU and Step Networks under Floating-Point Operations
  65. Incorporating simulated spatial context information improves the effectiveness of contrastive learning models
  66. Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections
  67. GeoDecoder: Empowering Multimodal Map Understanding
  68. Pairing Orthographically Variant Literary Words to Standard Equivalents Using Neural Edit Distance Models
  69. Expert with Clustering: Hierarchical Online Preference Learning Framework
  70. Fully Independent Communication in Multi-Agent Reinforcement Learning
  71. Deep learning-based approach for tomato classification in complex scenes
  72. LongFin: A Multimodal Document Understanding Model for Long Financial Domain Documents
  73. Unrecognizable Yet Identifiable: Image Distortion with Preserved Embeddings
  74. Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning
  75. PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
  76. Learning Neural Radiance Fields of Forest Structure for Scalable and Fine Monitoring
  77. SliceGPT: Compress Large Language Models by Deleting Rows and Columns
  78. Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review
  79. Enhancement of a Text-Independent Speaker Verification System by using Feature Combination and Parallel-Structure Classifiers
  80. Airavata: Introducing Hindi Instruction-tuned LLM
  81. BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning
  82. Graph-based Active Learning for Entity Cluster Repair
  83. Mapping-to-Parameter Nonlinear Functional Regression with Novel B-spline Free Knot Placement Algorithm
  84. Embedding-based search in JetBrains IDEs
  85. Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models
  86. Atmosphere: Context and situational-aware collaborative IoT architecture for edge-fog-cloud computing
  87. Masked Pre-training Enables Universal Zero-shot Denoiser
  88. Set-Based Training for Neural Network Verification
  89. Learning Universal Predictors
  90. Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
  91. SSDOnt: an Ontology for representing Single-Subject Design Studies
  92. Do LLMs Dream of Ontologies?
  93. PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus
  94. Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students
  95. Learning Local Control Barrier Functions for Hybrid Systems
  96. MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer
  97. A structured regression approach for evaluating model performance across intersectional subgroups
  98. Comparison of parameters of vowel sounds of russian and english languages
  99. P3LS: Partial Least Squares under Privacy Preservation
  100. Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem
All 170
  1. F-Eval: Assessing Fundamental Abilities with Refined Evaluation Methods
  2. Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models
  3. Implicit Neural Representation for Physics-driven Actuated Soft Bodies
  4. Memory-Inspired Temporal Prompt Interaction for Text-Image Classification
  5. Extracting Process-Aware Decision Models from Object-Centric Process Data
  6. Understanding Domain Generalization: A Noise Robustness Perspective
  7. Adaptive Point Transformer
  8. GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption
  9. Multi-modality action recognition based on dual feature shift in vehicle cabin monitoring
  10. The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations
  11. TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Prompts
  12. Endowing Protein Language Models with Structural Knowledge
  13. Developing ChemDFM as a large language foundation model for chemistry
  14. Cyclic Group Projection for Enumerating Quasi-Cyclic Codes Trapping Sets
  15. PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning
  16. Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition
  17. Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images
  18. SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras
  19. Large Language Model Adaptation for Financial Sentiment Analysis
  20. Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction
  21. A Comparative Study of Compressive Sensing Algorithms for Hyperspectral Imaging Reconstruction
  22. VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising
  23. Topology-Aware Exploration of Energy-Based Models Equilibrium: Toric QC-LDPC Codes and Hyperbolic MET QC-LDPC Codes
  24. Synthetic Multimodal Dataset for Empowering Safety and Well-being in Home Environments
  25. Personality Perception in Human Videos Altered by Motion Transfer Networks
  26. Residual Quantization with Implicit Neural Codebooks
  27. Sketch and Refine: Towards Fast and Accurate Lane Detection
  28. 3D Reconstruction and New View Synthesis of Indoor Environments based on a Dual Neural Radiance Field
  29. A Nonparametric Bayes Approach to Online Activity Prediction
  30. pLitterStreet: Street Level Plastic Litter Detection and Mapping
  31. Turn-taking and Backchannel Prediction with Acoustic and Large Language Model Fusion
  32. AFD: Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement
  33. Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification
  34. FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently
  35. Asymptotic Midpoint Mixup for Margin Balancing and Moderate Broadening
  36. Continuously Evolving Graph Neural Controlled Differential Equations for Traffic Forecasting
  37. TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records
  38. SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation
  39. MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments
  40. MaLLaM -- Malaysia Large Language Model
  41. Multi-model learning by sequential reading of untrimmed videos for action recognition
  42. PepGB: Facilitating peptide drug discovery via graph neural networks
  43. UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization
  44. From Blurry to Brilliant Detection: YOLO-Based Aerial Object Detection with Super Resolution
  45. Validating Climate Models with Spherical Convolutional Wasserstein Distance
  46. Scientific Large Language Models: A Survey on Biological & Chemical Domains
  47. A Korean Legal Judgment Prediction Dataset for Insurance Disputes
  48. Omnipredictors for Regression and the Approximate Rank of Convex Functions
  49. Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution
  50. Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
  51. T-Rex: Text-assisted Retrosynthesis Prediction
  52. Efficient Constraint Generation for Stochastic Shortest Path Problems
  53. An Empirical Investigation of Domain Adaptation Ability for Chinese Spelling Check Models
  54. Inferring Data Preconditions from Deep Learning Models for Trustworthy Prediction in Deployment
  55. Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning
  56. Toward Practical Automatic Speech Recognition and Post-Processing: a Call for Explainable Error Benchmark Guideline
  57. Unearthing Large Scale Domain-Specific Knowledge from Public Corpora
  58. Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank
  59. A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research
  60. Alternative Speech: Complementary Method to Counter-Narrative for Better Discourse
  61. Physically Informed Synchronic-adaptive Learning for Industrial Systems Modeling in Heterogeneous Media with Unavailable Time-varying Interface
  62. Robust Estimation of the Tail Index of a Single Parameter Pareto Distribution from Grouped Data
  63. Ricci flow regularization in latent spaces for the forward learning of partial differential equations
  64. CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation
  65. Diffusion Stochastic Optimization for Min-Max Problems
  66. Design Your Own Universe: A Physics-Informed Agnostic Method for Enhancing Graph Neural Networks
  67. Recognizing Multiple Ingredients in Food Images Using a Single-Ingredient Classification Model
  68. GOAt: Explaining Graph Neural Networks via Graph Output Attribution
  69. An Algorithm for Streaming Differentially Private Data
  70. Driving Towards Inclusion: A Systematic Review of AI-powered Accessibility Enhancements for People with Disability in Autonomous Vehicles