mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 19 Jan 2023

114 papers

  1. MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerDiffusion models → Medical imaging and segmentation
  2. The role of noise in denoising models for anomaly detection in medical imagesDiffusion models → Medical imaging and segmentation
  3. Self-Supervised Learning from Images with a Joint-Embedding Predictive ArchitectureWorld models → Latent predictive world models
  4. Keyframe Demonstration Seeded and Bayesian Optimized Policy SearchOffline RL and imitation learning from data → Robot learning from demonstration
  5. RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  6. Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  7. Fast Inference in Denoising Diffusion Models via MMD FinetuningDiffusion models → Diffusion foundations and sampling
  8. Mathematical analysis of singularities in the diffusion model under the submanifold assumptionDiffusion models → Diffusion foundations and sampling
  9. Surface Recognition for e-Scooter Using Smartphone IMU Sensor
  10. On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study
  11. A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)
  12. Dataset Bias in Human Activity Recognition
  13. Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
  14. Batch Prompting: Efficient Inference with Large Language Model APIs
  15. Reversing The Twenty Questions Game
  16. The Lost Art of Mathematical Modelling
  17. Hybrid Open-set Segmentation with Synthetic Negative Data
  18. Domain-adapted Learning and Imitation: DRL for Power Arbitrage
  19. Sentiment Analysis for Measuring Hope and Fear from Reddit Posts During the 2022 Russo-Ukrainian Conflict
  20. Advanced Scaling Methods for VNF deployment with Reinforcement Learning
  21. Ultrasound Plane Pose Regression: Assessing Generalized Pose Coordinates in the Fetal Brain
  22. Parametrization Cookbook: A set of Bijective Parametrizations for using Machine Learning methods in Statistical Inference
  23. Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition
  24. Forecasting subcritical cylinder wakes with Fourier Neural Operators
  25. An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model
  26. The necessity of depth for artificial neural networks to approximate certain classes of smooth and bounded functions without the curse of dimensionality
  27. A Survey of research in Deep Learning for Robotics for Undergraduate research interns
  28. Investigating the Impact of Direct Punishment on the Emergence of Cooperation in Multi-Agent Reinforcement Learning Systems
  29. Evaluation of the potential of Near Infrared Hyperspectral Imaging for monitoring the invasive brown marmorated stink bug
  30. Causal conditional hidden Markov model for multimodal traffic prediction
  31. Multiview Compressive Coding for 3D Reconstruction
  32. Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces
  33. LoCoNet: Long-Short Context Network for Active Speaker Detection
  34. Efficient Pricing and Hedging of High Dimensional American Options Using Recurrent Networks
  35. Score-based Causal Representation Learning with Interventions
  36. Estimating Remaining Lifespan from the Face
  37. Diffusion-based Conditional ECG Generation with Structured State Space Models
  38. Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient
  39. Everything is Connected: Graph Neural Networks
  40. GIPA: A General Information Propagation Algorithm for Graph Learning
  41. An SDE for Modeling SAM: Theory and Insights
  42. Differentially Private Online Bayesian Estimation With Adaptive Truncation
  43. JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
  44. Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
  45. Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications
  46. A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
  47. Collaborative Robotic Ultrasound Tissue Scanning for Surgical Resection Guidance in Neurosurgery
  48. Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating
  49. On the Vulnerability of Backdoor Defenses for Federated Learning
  50. Learning Quantum Processes with Memory -- Quantum Recurrent Neural Networks
  51. DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies
  52. FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network
  53. Semiparametric inference using fractional posteriors
  54. SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots
  55. SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines
  56. Global mapping of fragmented rocks on the Moon with a neural network: Implications for the failure mode of rocks on airless surfaces
  57. RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation
  58. Regularising disparity estimation via multi task learning with structured light reconstruction
  59. Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification
  60. Convergence beyond the over-parameterized regime using Rayleigh quotients
  61. Language Embeddings Sometimes Contain Typological Generalizations
  62. Enhancing Deep Learning with Scenario-Based Override Rules: a Case Study
  63. Soft Thresholding for Visual Image Enhancement
  64. AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
  65. Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community
  66. Geometric path augmentation for inference of sparsely observed stochastic nonlinear systems
  67. Shapley Values with Uncertain Value Functions
  68. On backpropagating Hessians through ODEs
  69. Interpreting CNN Predictions using Conditional Generative Adversarial Networks
  70. Position Regression for Unsupervised Anomaly Detection
  71. Reference Guided Image Inpainting using Facial Attributes
  72. Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity -- the Strongly Convex Case
  73. A Unified Architecture for Dynamic Role Allocation and Collaborative Task Planning in Mixed Human-Robot Teams
  74. Multi-Agent Interplay in a Competitive Survival Environment
  75. A Tutorial on Meta-Reinforcement Learning
  76. Generalization through Diversity: Improving Unsupervised Environment Design
  77. Identification, explanation and clinical evaluation of hospital patient subtypes
  78. Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms
  79. Improving Machine Translation with Phrase Pair Injection and Corpus Filtering
  80. Keyword Embeddings for Query Suggestion
  81. Continuously Reliable Detection of New-Normal Misinformation: Semantic Masking and Contrastive Smoothing in High-Density Latent Regions
  82. SpotHitPy: A Study For ML-Based Song Hit Prediction Using Spotify
  83. Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions
  84. RecolorNeRF: Layer Decomposed Radiance Fields for Efficient Color Editing of 3D Scenes
  85. Point Cloud Data Simulation and Modelling with Aize Workspace
  86. Job recommendations: benchmarking of collaborative filtering methods for classifieds
  87. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction
  88. Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition
  89. CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions
  90. Hamiltonian Neural Networks with Automatic Symmetry Detection
  91. Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning
  92. Human-Scene Network: A Novel Baseline with Self-rectifying Loss for Weakly supervised Video Anomaly Detection
  93. Spatio-Temporal Context Modeling for Road Obstacle Detection
  94. Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
  95. Subject-Independent Classification of Brain Signals using Skip Connections
  96. Interval Reachability of Nonlinear Dynamical Systems with Neural Network Controllers
  97. A Nonstochastic Control Approach to Optimization
  98. Spatially Covariant Lesion Segmentation
  99. Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition
  100. Unposed: Unsupervised Pose Estimation based Product Image Recommendations
All 114
  1. Suboptimality analysis of receding horizon quadratic control with unknown linear systems and its applications in learning-based control
  2. Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception
  3. MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval
  4. Discover governing differential equations from evolving systems
  5. Improving Food Detection For Images From a Wearable Egocentric Camera
  6. Robust Gaussian Process Regression with Huber Likelihood
  7. FE-TCM: Filter-Enhanced Transformer Click Model for Web Search
  8. From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition
  9. Concept Discovery for Fast Adapatation
  10. ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection
  11. Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment
  12. Spatio-temporal neural structural causal models for bike flow prediction
  13. Masked Autoencoding Does Not Help Natural Language Supervision at Scale
  14. Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits