mlsanityData to 7 Oct 2026

Papers

New on arXiv

Sun 21 Aug 2022

84 papers

  1. MechProNet: Machine Learning Prediction of Mechanical Properties in Metal Additive Manufacturing
  2. CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations
  3. Can Pre-trained Models Really Learn Better Molecular Representations for AI-aided Drug Discovery?
  4. Modelling spatio-temporal trends of air pollution in Africa
  5. Towards Robust Drone Vision in the Wild
  6. Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network
  7. Vox-Surf: Voxel-based Implicit Surface Representation
  8. Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images
  9. Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review
  10. Dataset Condensation with Latent Space Knowledge Factorization and Sharing
  11. Relational Self-Supervised Learning on Graphs
  12. Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms
  13. Memristive Computing for Efficient Inference on Resource Constrained Devices
  14. Audio Deepfake Attribution: An Initial Dataset and Investigation
  15. Friendliness Of Stack Overflow Towards Newbies
  16. Collaboration between parallel connected neural networks -- A possible criterion for distinguishing artificial neural networks from natural organs
  17. GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization
  18. Bayesian Complementary Kernelized Learning for Multidimensional Spatiotemporal Data
  19. Development of a CAV-based Intersection Control System and Corridor Level Impact Assessment
  20. Statistical Aspects of SHAP: Functional ANOVA for Model Interpretation
  21. Transfer Ranking in Finance: Applications to Cross-Sectional Momentum with Data Scarcity
  22. Inferring Sensitive Attributes from Model Explanations
  23. Performance, Opaqueness, Consequences, and Assumptions: Simple questions for responsible planning of machine learning solutions
  24. Heterogeneous Graph Masked Autoencoders
  25. Energy-aware Scheduling of Virtualized Base Stations in O-RAN with Online Learning
  26. Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm
  27. Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them All
  28. Equalization and Brightness Mapping Modes of Color-to-Gray Projection Operators
  29. On regression analysis with Pad'e approximants
  30. MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and Keras
  31. Instability and Local Minima in GAN Training with Kernel Discriminators
  32. A Graphical Model for Fusing Diverse Microbiome Data
  33. AA-Forecast: Anomaly-Aware Forecast for Extreme Events
  34. Improving GANs for Long-Tailed Data through Group Spectral Regularization
  35. ProPaLL: Probabilistic Partial Label Learning
  36. A semi-supervised Teacher-Student framework for surgical tool detection and localization
  37. Alexa, Predict My Flight Delay
  38. A Web Application for Experimenting and Validating Remote Measurement of Vital Signs
  39. MockingBERT: A Method for Retroactively Adding Resilience to NLP Models
  40. A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
  41. A Syntax Aware BERT for Identifying Well-Formed Queries in a Curriculum Framework
  42. Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
  43. MentorGNN: Deriving Curriculum for Pre-Training GNNs
  44. Provable Adaptivity of Adam under Non-uniform Smoothness
  45. Multiple Descent in the Multiple Random Feature Model
  46. SIM2E: Benchmarking the Group Equivariant Capability of Correspondence Matching Algorithms
  47. Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
  48. G2Phinet: Relating Genotype and Biomechanical Phenotype of Tissues with Deep Learning
  49. HST: Hierarchical Swin Transformer for Compressed Image Super-resolution
  50. DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination
  51. Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound
  52. DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection
  53. Provably Tightest Linear Approximation for Robustness Verification of Sigmoid-like Neural Networks
  54. Objects Can Move: 3D Change Detection by Geometric Transformation Constistency
  55. Automatic tagging of knowledge points for K12 math problems
  56. Twin Papers: A Simple Framework of Causal Inference for Citations via Coupling
  57. Emergence of hierarchical modes from deep learning
  58. Last-Iterate Convergence with Full and Noisy Feedback in Two-Player Zero-Sum Games
  59. Semantic-Enhanced Image Clustering
  60. Multi-task Learning for Monocular Depth and Defocus Estimations with Real Images
  61. CycleTrans: Learning Neutral yet Discriminative Features for Visible-Infrared Person Re-Identification
  62. CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval
  63. Tyche: A library for probabilistic reasoning and belief modelling in Python
  64. Comparison-based Conversational Recommender System with Relative Bandit Feedback
  65. qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment
  66. Label-Noise Learning with Intrinsically Long-Tailed Data
  67. Representation Learning with Graph Neural Networks for Speech Emotion Recognition
  68. CenDerNet: Center and Curvature Representations for Render-and-Compare 6D Pose Estimation
  69. I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning
  70. Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation
  71. Robust Tests in Online Decision-Making
  72. LWA-HAND: Lightweight Attention Hand for Interacting Hand Reconstruction
  73. Critical Bach Size Minimizes Stochastic First-Order Oracle Complexity of Deep Learning Optimizer using Hyperparameters Close to One
  74. PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition
  75. Forensic Dental Age Estimation Using Modified Deep Learning Neural Network
  76. Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale
  77. Stop&Hop: Early Classification of Irregular Time Series
  78. FastCPH: Efficient Survival Analysis for Neural Networks
  79. FaceOff: A Video-to-Video Face Swapping System
  80. RGBD1K: A Large-scale Dataset and Benchmark for RGB-D Object Tracking
  81. Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation
  82. The Development of a Labelled te reo M=aori-English Bilingual Database for Language Technology
  83. JVLDLoc: a Joint Optimization of Visual-LiDAR Constraints and Direction Priors for Localization in Driving Scenario
  84. Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization