mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 8 Apr 2023

97 papers

  1. Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataKnowledge distillation → Detection and dense prediction distillation
  2. FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device PlacementMixture-of-experts → Expert routing strategies
  3. DiffDock-PP: Rigid Protein-Protein Docking with Diffusion ModelsDiffusion models → Flow matching, time series and science
  4. Machine Learning-based Methods for Joint {Detection-Channel Estimation} in OFDM Systems
  5. Audience Expansion for Multi-show Release Based on an Edge-prompted Heterogeneous Graph Network
  6. MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning
  7. Connecting Fairness in Machine Learning with Public Health Equity
  8. SAR2EO: A High-resolution Image Translation Framework with Denoising Enhancement
  9. Training Neural Networks for Execution on Approximate Hardware
  10. Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning
  11. Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts
  12. Marginal Thresholding in Noisy Image Segmentation
  13. MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation
  14. TC-VAE: Uncovering Out-of-Distribution Data Generative Factors
  15. Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding
  16. A Simple Proof of the Mixing of Metropolis-Adjusted Langevin Algorithm under Smoothness and Isoperimetry
  17. Best Arm Identification with Fairness Constraints on Subpopulations
  18. Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep Learning
  19. Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations
  20. Improving Performance Insensitivity of Large-scale Multiobjective Optimization via Monte Carlo Tree Search
  21. Word-level Persian Lipreading Dataset
  22. Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach
  23. Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach
  24. Counterfactual Explanations of Neural Network-Generated Response Curves
  25. Predicting multiple sclerosis disease severity with multimodal deep neural networks
  26. Application of Self-Supervised Learning to MICA Model for Reconstructing Imperfect 3D Facial Structures
  27. Universal Semi-Supervised Learning for Medical Image Classification
  28. Learning Energy-Based Representations of Quantum Many-Body States
  29. tmn at SemEval-2023 Task 9: Multilingual Tweet Intimacy Detection using XLM-T, Google Translate, and Ensemble Learning
  30. Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder
  31. Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks
  32. Deep Generative Modeling with Backward Stochastic Differential Equations
  33. Polygonizer: An auto-regressive building delineator
  34. Statistical and computational rates in high rank tensor estimation
  35. Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification
  36. RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults
  37. EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems
  38. POEM: Reconstructing Hand in a Point Embedded Multi-view Stereo
  39. Exploring the Connection between Robust and Generative Models
  40. Bipol: A Novel Multi-Axes Bias Evaluation Metric with Explainability for NLP
  41. NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs
  42. WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition
  43. Attack-Augmentation Mixing-Contrastive Skeletal Representation Learning
  44. A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching
  45. Region-Aware Portrait Retouching with Sparse Interactive Guidance
  46. Arithmetic Intensity Balancing Convolution for Hardware-aware Efficient Block Design
  47. Progressive Volume Distillation with Active Learning for Efficient NeRF Architecture Conversion
  48. Non-asymptotic approximations of Gaussian neural networks via second-order Poincar'e inequalities
  49. Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions
  50. A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection
  51. SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data
  52. Analysis of Sampling Strategies for Implicit 3D Reconstruction
  53. Predicting Short Term Energy Demand in Smart Grid: A Deep Learning Approach for Integrating Renewable Energy Sources in Line with SDGs 7, 9, and 13
  54. A Unified Characterization of Private Learnability via Graph Theory
  55. Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization
  56. RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
  57. Block-regularized 5×2 Cross-validated McNemar's Test for Comparing Two Classification Algorithms
  58. SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
  59. DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning
  60. DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering
  61. Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification
  62. EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
  63. RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks
  64. Pump It Up: Predict Water Pump Status using Attentive Tabular Learning
  65. Benchmarking the Robustness of Quantized Models
  66. StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation
  67. KeyDetect --Detection of anomalies and user based on Keystroke Dynamics
  68. Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack
  69. MphayaNER: Named Entity Recognition for Tshivenda
  70. GANHead: Towards Generative Animatable Neural Head Avatars
  71. Capturing dynamical correlations using implicit neural representations
  72. Knowledge Relation Rank Enhanced Heterogeneous Learning Interaction Modeling for Neural Graph Forgetting Knowledge Tracing
  73. Towards Realistic Ultrasound Fetal Brain Imaging Synthesis
  74. Unsupervised Speech Representation Pooling Using Vector Quantization
  75. Comparing Code Explanations Created by Students and Large Language Models
  76. Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling
  77. Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks
  78. Efficient Multimodal Sampling via Tempered Distribution Flow
  79. 3D GANs and Latent Space: A comprehensive survey
  80. Exploring Data Geometry for Continual Learning
  81. Photometric Correction for Infrared Sensors
  82. Interpretable machine learning-accelerated seed treatment by nanomaterials for environmental stress alleviation
  83. MC-MLP:Multiple Coordinate Frames in all-MLP Architecture for Vision
  84. Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
  85. Co-attention Propagation Network for Zero-Shot Video Object Segmentation
  86. Stochastic Nonlinear Control via Finite-dimensional Spectral Dynamic Embedding
  87. Instructor-inspired Machine Learning for Robust Molecular Property Prediction
  88. High-Fidelity Clothed Avatar Reconstruction from a Single Image
  89. An Empirical Study and Improvement for Speech Emotion Recognition
  90. The Short Text Matching Model Enhanced with Knowledge via Contrastive Learning
  91. Factify 2: A Multimodal Fake News and Satire News Dataset
  92. MCDIP-ADMM: Overcoming Overfitting in DIP-based CT reconstruction
  93. A multifidelity approach to continual learning for physical systems
  94. Generative AI Meets Future Cities: Towards an Era of Autonomous Urban Intelligence
  95. GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation
  96. OFTER: An Online Pipeline for Time Series Forecasting
  97. LSGDDN-LCD: An Appearance-based Loop Closure Detection using Local Superpixel Grid Descriptors and Incremental Dynamic Nodes