mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 11 Jan 2023

138 papers

  1. Causal Abstraction: A Theoretical Foundation for Mechanistic InterpretabilityMechanistic interpretability → Circuits and mechanistic analysis
  2. ChatGPT is not all you need. A State of the Art Review of large Generative AI modelsDiffusion models → Image generation, text-to-image and editing
  3. Synthetic data generation method for data-free knowledge distillation in regression neural networksKnowledge distillation → General knowledge distillation methods
  4. Determination of cutting positions of honeycomb blocks using computer vision
  5. Action Dynamics Task Graphs for Learning Plannable Representations of Procedural Tasks
  6. Data-driven anisotropic finite viscoelasticity using neural ordinary differential equations
  7. Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics
  8. From Robots to Books: An Introduction to Smart Applications of AI in Education (AIEd)
  9. Prostate Lesion Estimation using Prostate Masks from Biparametric MRI
  10. Rig Inversion by Training a Differentiable Rig Function
  11. Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease
  12. Factors other than climate change are currently more important in predicting how well fruit farms are doing financially
  13. Constrained Serial Dictatorships can be Fair
  14. Learning Near-Optimal Intrusion Responses Against Dynamic Attackers
  15. Dynamic Basis Function Interpolation for Adaptive In Situ Data Integration in Ocean Modeling
  16. Online Hyperparameter Optimization for Class-Incremental Learning
  17. MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors
  18. SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning
  19. Low PAPR MIMO-OFDM Design Based on Convolutional Autoencoder
  20. Private estimation algorithms for stochastic block models and mixture models
  21. Analyzing Inexact Hypergradients for Bilevel Learning
  22. NarrowBERT: Accelerating Masked Language Model Pretraining and Inference
  23. Semantic Web Enabled Geographic Question Answering Framework: GeoTR
  24. Artificial Intelligence Generated Coins for Size Comparison
  25. LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking
  26. Switchable Lightweight Anti-symmetric Processing (SLAP) with CNN Outspeeds Data Augmentation by Smaller Sample -- Application in Gomoku Reinforcement Learning
  27. HADA: A Graph-based Amalgamation Framework in Image-text Retrieval
  28. Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models
  29. The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features
  30. AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms
  31. Decoding Structure-Spectrum Relationships with Physically Organized Latent Spaces
  32. How do "technical" design-choices made when building algorithmic decision-making tools for criminal justice authorities create constitutional dangers?
  33. Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation
  34. SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings
  35. On Modeling Network Slicing Communication Resources with SARSA Optimization
  36. Learning Continuous Mesh Representation with Spherical Implicit Surface
  37. SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
  38. Anomalies, Representations, and Self-Supervision
  39. Optirank: classification for RNA-Seq data with optimal ranking reference genes
  40. Estimate Deformation Capacity of Non-Ductile RC Shear Walls using Explainable Boosting Machine
  41. Geometry-biased Transformers for Novel View Synthesis
  42. Head-Free Lightweight Semantic Segmentation with Linear Transformer
  43. EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata
  44. Does progress on ImageNet transfer to real-world datasets?
  45. tieval: An Evaluation Framework for Temporal Information Extraction Systems
  46. Dynamics of a data-driven low-dimensional model of turbulent minimal Couette flow
  47. Street-View Image Generation from a Bird's-Eye View Layout
  48. Federated Learning under Heterogeneous and Correlated Client Availability
  49. Deep Residual Axial Networks
  50. ShadowNav: Crater-Based Localization for Nighttime and Permanently Shadowed Region Lunar Navigation
  51. Image-to-Image Translation with Disentangled Latent Vectors for Face Editing
  52. Deep Axial Hypercomplex Networks
  53. Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication
  54. TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation
  55. Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning
  56. Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding
  57. Self-Supervised Generative-Contrastive Learning of Multi-Modal Euclidean Input for 3D Shape Latent Representations: A Dynamic Switching Approach
  58. Padding Module: Learning the Padding in Deep Neural Networks
  59. Modelling low-resource accents without accent-specific TTS frontend
  60. Exploring the Approximation Capabilities of Multiplicative Neural Networks for Smooth Functions
  61. LinkGAN: Linking GAN Latents to Pixels for Controllable Image Synthesis
  62. Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning
  63. Elevation Estimation-Driven Building 3D Reconstruction from Single-View Remote Sensing Imagery
  64. Analyzing And Improving Neural Speaker Embeddings for ASR
  65. Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
  66. Universal Detection of Backdoor Attacks via Density-based Clustering and Centroids Analysis
  67. AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers
  68. Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures
  69. Few-shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings
  70. The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference
  71. Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration
  72. Deteksi Depresi dan Kecemasan Pengguna Twitter Menggunakan Bidirectional LSTM
  73. A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts
  74. Federated Learning and Blockchain-enabled Fog-IoT Platform for Wearables in Predictive Healthcare
  75. A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning
  76. Pruning Compact ConvNets for Efficient Inference
  77. Dynamic Background Reconstruction via MAE for Infrared Small Target Detection
  78. Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains
  79. Fast conformational clustering of extensive molecular dynamics simulation data
  80. WuYun: Exploring hierarchical skeleton-guided melody generation using knowledge-enhanced deep learning
  81. Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction
  82. BINN: A deep learning approach for computational mechanics problems based on boundary integral equations
  83. Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
  84. An Analysis of Quantile Temporal-Difference Learning
  85. Fast spline detection in high density microscopy data
  86. Allo-centric Occupancy Grid Prediction for Urban Traffic Scene Using Video Prediction Networks
  87. Uncertainty Estimation based on Geometric Separation
  88. Heterogeneous Tri-stream Clustering Network
  89. Diving Deep into Modes of Fact Hallucinations in Dialogue Systems
  90. VS-Net: Multiscale Spatiotemporal Features for Lightweight Video Salient Document Detection
  91. An Efficient Approach to the Online Multi-Agent Path Finding Problem by Using Sustainable Information
  92. Multilingual Entity and Relation Extraction from Unified to Language-specific Training
  93. Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient
  94. Network Adaptive Federated Learning: Congestion and Lossy Compression
  95. Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset
  96. Optical Flow for Autonomous Driving: Applications, Challenges and Improvements
  97. Failure Detection for Motion Prediction of Autonomous Driving: An Uncertainty Perspective
  98. Combining Self-labeling with Selective Sampling
  99. pyssam -- a Python library for statistical modelling of biomedical shape and appearance
  100. How Does Traffic Environment Quantitatively Affect the Autonomous Driving Prediction?
All 138
  1. GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis
  2. GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities
  3. A prediction and behavioural analysis of machine learning methods for modelling travel mode choice
  4. Secure access system using signature verification over tablet PC
  5. An atrium segmentation network with location guidance and siamese adjustment
  6. Perceive and predict: self-supervised speech representation based loss functions for speech enhancement
  7. Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks
  8. Loss-Controlling Calibration for Predictive Models
  9. Recognising geometric primitives in 3D point clouds of mechanical CAD objects
  10. On the functional form of the radial acceleration relation
  11. Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering
  12. Graph based Environment Representation for Vision-and-Language Navigation in Continuous Environments
  13. Counteracts: Testing Stereotypical Representation in Pre-trained Language Models
  14. Robust Bayesian Target Value Optimization
  15. A Meta Path-based Approach for Rumor Detection on Social Media
  16. Proportional Fairness in Obnoxious Facility Location
  17. Topics in Contextualised Attention Embeddings
  18. An Overview of Artificial Intelligence-based Soft Upper Limb Exoskeleton for Rehabilitation: A Descriptive Review
  19. Learnable Path in Neural Controlled Differential Equations
  20. Fast Kinodynamic Planning on the Constraint Manifold with Deep Neural Networks
  21. Dual Learning for Large Vocabulary On-Device ASR
  22. Rethinking complex-valued deep neural networks for monaural speech enhancement
  23. Beyond Graph Convolutional Network: An Interpretable Regularizer-centered Optimization Framework
  24. Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique
  25. SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning
  26. Age of Information in Deep Learning-Driven Task-Oriented Communications
  27. A Possible Converter to Denoise the Images of Exoplanet Candidates through Machine Learning Techniques
  28. Generic Event Boundary Detection in Video with Pyramid Features
  29. MGeo: Multi-Modal Geographic Pre-Training Method
  30. LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution Attention
  31. Data Distillation: A Survey
  32. Adversarial Online Multi-Task Reinforcement Learning
  33. Adversarial Alignment for Source Free Object Detection
  34. Towards Microstructural State Variables in Materials Systems
  35. CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder
  36. ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models
  37. Towards Answering Climate Questionnaires from Unstructured Climate Reports
  38. Application of machine learning to gas flaring