mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 25 Jan 2023

124 papers

  1. On the Mathematics of Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  2. Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source SeparationDiffusion models → Audio, speech and music
  3. Imitating Human Behaviour with Diffusion ModelsDiffusion models → Diffusion and flow policies for robotics
  4. Comfort-oriented driving: performance comparison between human drivers and motion plannersEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  5. Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your computeRetrieval-augmented generation → Generation and context integration
  6. BDMMT: Backdoor Sample Detection for Language Models through Model Mutation TestingLLM safety and security → Backdoor and data poisoning attacks
  7. Explainable AI does not provide the explanations end-users are asking for
  8. Deep Generative Neural Embeddings for High Dimensional Data Visualization
  9. Deep Convolutional Framelet Denoising for Panoramic by Mixed Wavelet Integration
  10. STERLING: Synergistic Representation Learning on Bipartite Graphs
  11. Motion ID: Human Authentication Approach
  12. BRAIN L: A book recommender system
  13. Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)
  14. Improving the Inference of Topic Models via Infinite Latent State Replications
  15. Simulating the Integration of Urban Air Mobility into Existing Transportation Systems: A Survey
  16. Accelerating Domain-aware Deep Learning Models with Distributed Training
  17. Using novel data and ensemble models to improve automated labeling of Sustainable Development Goals
  18. Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems
  19. Recursive deep learning framework for forecasting the decadal world economic outlook
  20. Qualitative Analysis of a Graph Transformer Approach to Addressing Hate Speech: Adapting to Dynamically Changing Content
  21. Shape Reconstruction from Thoracoscopic Images using Self-supervised Virtual Learning
  22. Learning Gradients of Convex Functions with Monotone Gradient Networks
  23. Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data
  24. Improving Graph Generation by Restricting Graph Bandwidth
  25. Partial Mobilization: Tracking Multilingual Information Flows Amongst Russian Media Outlets and Telegram
  26. Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach
  27. Optimal decision making in robotic assembly and other trial-and-error tasks
  28. Improved Bitcoin Price Prediction based on COVID-19 data
  29. When Layers Play the Lottery, all Tickets Win at Initialization
  30. TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction
  31. Reflective Artificial Intelligence
  32. RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks
  33. Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation
  34. Improving Fairness with Ensemble Combination: Margin-Dependent Bounds
  35. On the inconsistency of separable losses for structured prediction
  36. Graph Neural Tangent Kernel: Convergence on Large Graphs
  37. Evaluating Probabilistic Classifiers: The Triptych
  38. Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering
  39. Unravelling physics beyond the standard model with classical and quantum anomaly detection
  40. Quantum anomaly detection in the latent space of proton collision events at the LHC
  41. RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
  42. Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering
  43. On the Adversarial Robustness of Camera-based 3D Object Detection
  44. Fillers in Spoken Language Understanding: Computational and Psycholinguistic Perspectives
  45. Efficient Flow-Guided Multi-frame De-fencing
  46. Out of Distribution Performance of State of Art Vision Model
  47. Tighter Bounds on the Expressivity of Transformer Encoders
  48. Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
  49. An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation
  50. A Sequential Deep Learning Algorithm for Sampled Mixed-integer Optimisation Problems
  51. Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification
  52. Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement
  53. PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning
  54. Towards Arbitrary Text-driven Image Manipulation via Space Alignment
  55. Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data
  56. Probing Taxonomic and Thematic Embeddings for Taxonomic Information
  57. Overcoming Prior Misspecification in Online Learning to Rank
  58. MLPGradientFlow: going with the flow of multilayer perceptrons (and finding minima fast and accurately)
  59. Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
  60. Prediction of COVID-19 by Its Variants using Multivariate Data-driven Deep Learning Models
  61. Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification
  62. Connecting metrics for shape-texture knowledge in computer vision
  63. A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation
  64. Automated multilingual detection of Pro-Kremlin propaganda in newspapers and Telegram posts
  65. Distilling Text into Circuits
  66. Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition
  67. On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems
  68. Evaluation of the syllables pronunciation quality in speech rehabilitation through the solution of the classification problem
  69. A Method For Eliminating Contour Errors In Self-Encoder Reconstructed Images
  70. An Efficient Approximate Method for Online Convolutional Dictionary Learning
  71. ARDIAS: AI-Enhanced Research Management, Discovery, and Advisory System
  72. A Study on FGSM Adversarial Training for Neural Retrieval
  73. Trainable Loss Weights in Super-Resolution
  74. Leveraging Planning Landmarks for Hybrid Online Goal Recognition
  75. Spatio-Temporal Graph Neural Networks: A Survey
  76. Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking
  77. Synthesis with Explicit Dependencies
  78. Variation-Aware Semantic Image Synthesis
  79. Backward Compatibility During Data Updates by Weight Interpolation
  80. Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN
  81. Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
  82. 3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation
  83. Cross-lingual Argument Mining in the Medical Domain
  84. ExaRanker: Explanation-Augmented Neural Ranker
  85. Ultra-NeRF: Neural Radiance Fields for Ultrasound Imaging
  86. Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval
  87. What are the Machine Learning best practices reported by practitioners on Stack Exchange?
  88. Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
  89. A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization
  90. E(n)-equivariant Graph Neural Cellular Automata
  91. Flow-guided Semi-supervised Video Object Segmentation
  92. SWING: Balancing Coverage and Faithfulness for Dialogue Summarization
  93. FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs
  94. Aircraft Skin Inspections: Towards a New Model for Dent Evaluation
  95. XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
  96. HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling
  97. Improved Stock Price Movement Classification Using News Articles Based on Embeddings and Label Smoothing
  98. Rate-Perception Optimized Preprocessing for Video Coding
  99. A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection
  100. Predicting mental health using social media: A roadmap for future development
All 124
  1. Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
  2. HealthEdge: A Machine Learning-Based Smart Healthcare Framework for Prediction of Type 2 Diabetes in an Integrated IoT, Edge, and Cloud Computing System
  3. An Experimental Study on Pretraining Transformers from Scratch for IR
  4. Learning to Rank Normalized Entropy Curves with Differentiable Window Transformation
  5. Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection
  6. ViDeBERTa: A powerful pre-trained language model for Vietnamese
  7. Bias-Compensated Integral Regression for Human Pose Estimation
  8. DEJA VU: Continual Model Generalization For Unseen Domains
  9. Local Feature Extraction from Salient Regions by Feature Map Transformation
  10. One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
  11. Don't Lie to Me: Avoiding Malicious Explanations with STEALTH
  12. Editing Language Model-based Knowledge Graph Embeddings
  13. Exact and rapid linear clustering of networks with dynamic programming
  14. When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning
  15. Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning
  16. Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems
  17. SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators
  18. XNLI: Explaining and Diagnosing NLI-based Visual Data Analysis
  19. Search-Based Task and Motion Planning for Hybrid Systems: Agile Autonomous Vehicles
  20. Weakly Supervised Headline Dependency Parsing
  21. Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
  22. Language Model Detoxification in Dialogue with Contextualized Stance Control
  23. Towards Robust Metrics for Concept Representation Evaluation
  24. Data Consistent Deep Rigid MRI Motion Correction