mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 20 Aug 2022

74 papers

  1. Effectiveness of Function Matching in Driving Scene RecognitionKnowledge distillation → Detection and dense prediction distillation
  2. Combining Compressions for Multiplicative Size Scaling on Natural Language TasksKnowledge distillation → Knowledge distillation for LLMs
  3. Weighted Maximum Entropy Inverse Reinforcement LearningOffline RL and imitation learning from data → Inverse reinforcement learning
  4. Diffusion Models Beat GANs on Topology OptimizationDiffusion models → Flow matching, time series and science
  5. Data Centred Intelligent Geosciences: Research Agenda and Opportunities, Position Paper
  6. Quo Vadis: Hybrid Machine Learning Meta-Model based on Contextual and Behavioral Malware Representations
  7. An End-to-End OCR Framework for Robust Arabic-Handwriting Recognition using a Novel Transformers-based Model and an Innovative 270 Million-Words Multi-Font Corpus of Classical Arabic with Diacritics
  8. Challenges and Complexities in Machine Learning based Credit Card Fraud Detection
  9. A Review of Federated Learning in Energy Systems
  10. Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers
  11. Artifact-Based Domain Generalization of Skin Lesion Models
  12. FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  13. MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies
  14. Near-Optimal Phi-Regret Learning in Extensive-Form Games
  15. C2IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection
  16. A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
  17. On Robustness in Nonconvex Optimization with Application to Defense Planning
  18. Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling
  19. Cognitive Modeling of Semantic Fluency Using Transformers
  20. Learning Primitive-aware Discriminative Representations for Few-shot Learning
  21. Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity
  22. Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
  23. Adversarial contamination of networks in the setting of vertex nomination: a new trimming method
  24. BSpell: A CNN-Blended BERT Based Bangla Spell Checker
  25. DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization
  26. gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus
  27. SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing
  28. Fuse and Attend: Generalized Embedding Learning for Art and Sketches
  29. Judge a Sentence by Its Content to Generate Grammatical Errors
  30. Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation
  31. YOLOV: Making Still Image Object Detectors Great at Video Object Detection
  32. Machine learning based surrogate models for microchannel heat sink optimization
  33. Finding Emotions in Faces: A Meta-Classifier
  34. Net2Brain: A Toolbox to compare artificial vision models with human brain responses
  35. Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings
  36. Generalised Co-Salient Object Detection
  37. Modeling, Quantifying, and Predicting Subjectivity of Image Aesthetics
  38. Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles
  39. Offline Handwritten Mathematical Recognition using Adversarial Learning and Transformers
  40. From Time Series to Networks in R with the ts2net Package
  41. Trigger-free Event Detection via Derangement Reading Comprehension
  42. A biologically-inspired multi-modal evaluation of molecular generative machine learning
  43. Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics
  44. A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks
  45. Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction
  46. An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio
  47. The computational complexity of some explainable clustering problems
  48. PARSE challenge 2022: Pulmonary Arteries Segmentation using Swin U-Net Transformer(Swin UNETR) and U-Net
  49. Adam Can Converge Without Any Modification On Update Rules
  50. Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters
  51. Persuasion Strategies in Advertisements
  52. SPOT: Knowledge-Enhanced Language Representations for Information Extraction
  53. Learning to predict test effectiveness
  54. A Novel Hybrid Sampling Framework for Imbalanced Learning
  55. Fully Automated End-to-End Fake Audio Detection
  56. Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction
  57. An ensemble meta-estimator to predict source code testability
  58. MemoNav: Selecting Informative Memories for Visual Navigation
  59. General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation
  60. Exploring Adversarial Robustness of Vision Transformers in the Spectral Perspective
  61. Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection
  62. Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms
  63. Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks
  64. The Saddle-Point Accountant for Differential Privacy
  65. Transferable Cross-Tokamak Disruption Prediction with Deep Hybrid Neural Network Feature Extractor
  66. Transforming the Interactive Segmentation for Medical Imaging
  67. Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey
  68. Review on Action Recognition for Accident Detection in Smart City Transportation Systems
  69. Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition
  70. Learning in Audio-visual Context: A Review, Analysis, and New Perspective
  71. Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19
  72. Study of Novel Sparse Array Design Based on the Maximum Inter-Element Spacing Criterion
  73. Calculus on MDPs: Potential Shaping as a Gradient
  74. Unit Selection with Nonbinary Treatment and Effect