mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 23 Jul 2023

84 papers

  1. DiAMoNDBack: Diffusion-denoising Autoregressive Model for Non-Deterministic Backmapping of Cα Protein TracesDiffusion models → Flow matching, time series and science
  2. CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language ModelsLLM reasoning → Reasoning benchmarks and evaluation
  3. ResShift: Efficient Diffusion Model for Image Super-resolution by Residual ShiftingDiffusion models → Inverse problems and image restoration
  4. TabADM: Unsupervised Tabular Anomaly Detection with Diffusion ModelsDiffusion models → Flow matching, time series and science
  5. Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management
  6. Big Bang, Low Bar -- Risk Assessment in the Public Arena
  7. AMaizeD: An End to End Pipeline for Automatic Maize Disease Detection
  8. Deployment of Leader-Follower Automated Vehicle Systems for Smart Work Zone Applications with a Queuing-based Traffic Assignment Approach
  9. Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting
  10. MyVoice: Arabic Speech Resource Collaboration Platform
  11. The identification of garbage dumps in the rural areas of Cyprus through the application of deep learning to satellite imagery
  12. Implementing Smart Contracts: The case of NFT-rental with pay-per-like
  13. Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
  14. Validation of a Zero-Shot Learning Natural Language Processing Tool for Data Abstraction from Unstructured Healthcare Data
  15. Traffic Flow Simulation for Autonomous Driving
  16. Framing Relevance for Safety-Critical Autonomous Systems
  17. Information-theoretic Analysis of Test Data Sensitivity in Uncertainty
  18. ProtoFL: Unsupervised Federated Learning via Prototypical Distillation
  19. DyPP: Dynamic Parameter Prediction to Accelerate Convergence of Variational Quantum Algorithms
  20. SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
  21. EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition
  22. Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices
  23. A Generalized Schwarz-type Non-overlapping Domain Decomposition Method using Physics-constrained Neural Networks
  24. SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings
  25. Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection
  26. On the Effectiveness of Offline RL for Dialogue Response Generation
  27. HateModerate: Testing Hate Speech Detectors against Content Moderation Policies
  28. UplinkNet: Practical Commercial 5G Standalone (SA) Uplink Throughput Prediction
  29. A Machine Learning Approach to Two-Stage Adaptive Robust Optimization
  30. Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach
  31. TransNet: Transparent Object Manipulation Through Category-Level Pose Estimation
  32. Concentration inequalities for high-dimensional linear processes with dependent innovations
  33. Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision
  34. Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control
  35. In-Context Learning Learns Label Relationships but Is Not Conventional Learning
  36. PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization
  37. Early Prediction of Alzheimers Disease Leveraging Symptom Occurrences from Longitudinal Electronic Health Records of US Military Veterans
  38. ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer
  39. Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?
  40. Self-Supervised Learning for Audio-Based Emotion Recognition
  41. Towards Generic and Controllable Attacks Against Object Detection
  42. Rapid detection of soil carbonates by means of NIR spectroscopy, deep learning methods and phase quantification by powder Xray diffraction
  43. Learning Navigational Visual Representations with Semantic Map Supervision
  44. An axiomatized PDE model of deep neural networks
  45. X-CapsNet For Fake News Detection
  46. End-to-end Hyperspectral Image Change Detection Network Based on Band Selection
  47. Development of pericardial fat count images using a combination of three different deep-learning models
  48. Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network
  49. Tackling the Curse of Dimensionality with Physics-Informed Neural Networks
  50. Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics
  51. Image Outlier Detection Without Training using RANSAC
  52. Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction
  53. Simultaneous temperature estimation and nonuniformity correction from multiple frames
  54. TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering
  55. Controller Synthesis for Timeline-based Games
  56. Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication
  57. Milimili. Collecting Parallel Data via Crowdsourcing
  58. Downstream-agnostic Adversarial Examples
  59. FDCT: Fast Depth Completion for Transparent Objects
  60. Context Perception Parallel Decoder for Scene Text Recognition
  61. Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education
  62. Transformer-based Joint Source Channel Coding for Textual Semantic Communication
  63. A meta learning scheme for fast accent domain expansion in Mandarin speech recognition
  64. Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction
  65. ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder
  66. Explainable Depression Detection via Head Motion Patterns
  67. Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation
  68. Demonstration of a Response Time Based Remaining Useful Life (RUL) Prediction for Software Systems
  69. Multi-Modal Machine Learning for Assessing Gaming Skills in Online Streaming: A Case Study with CS:GO
  70. MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems
  71. Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation
  72. EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
  73. Geometry-Aware Adaptation for Pretrained Models
  74. ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising
  75. FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition
  76. Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision
  77. Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation
  78. A Comprehensive Review and Systematic Analysis of Artificial Intelligence Regulation Policies
  79. LoLep: Single-View View Synthesis with Locally-Learned Planes and Self-Attention Occlusion Inference
  80. DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space
  81. Adversarial Agents For Attacking Inaudible Voice Activated Devices
  82. NCART: Neural Classification and Regression Tree for Tabular Data
  83. LIST: Learning Implicitly from Spatial Transformers for Single-View 3D Reconstruction
  84. Monadic Deep Learning