mlsanityData to 7 Oct 2026

Papers

New on arXiv

Thu 21 Apr 2022

187 papers

  1. Autonomous Vehicle Parking in Dynamic Environments: An Integrated System with Prediction and Motion PlanningEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  2. SelfD: Self-Learning Large-Scale Driving Policies From the WebEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  3. FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech SynthesisDiffusion models → Audio, speech and music
  4. A heuristic to determine the initial gravitational constant of the GSA
  5. Convex Augmentation for Total Variation Based Phase Retrieval
  6. Recommendations on test datasets for evaluating AI solutions in pathology
  7. Investigation of Neural Network Methods for Reconstruction and Classification of Texture Images Under Conditions of Incomplete Information
  8. Few-shot learning for medical text: A systematic review
  9. A unified theory of information transfer and causal relation
  10. Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump
  11. AU-NN: ANFIS Unit Neural Network
  12. Automating Neural Architecture Design without Search
  13. A Mask-Based Adversarial Defense Scheme
  14. Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other way
  15. A Novel Scalable Apache Spark Based Feature Extraction Approaches for Huge Protein Sequence and their Clustering Performance Analysis
  16. Accelerating Machine Learning via the Weber-Fechner Law
  17. Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps
  18. A New Lagrangian Problem Crossover: A Systematic Review and Meta-Analysis of Crossover Standards
  19. Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions
  20. Denoising of Three-Dimensional Fast Spin Echo Magnetic Resonance Images of Knee Joints using Spatial-Variant Noise-Relevant Residual Learning of Convolution Neural Network
  21. Generative De Novo Protein Design with Global Context
  22. EVOTER: Evolution of Transparent Explainable Rule-sets
  23. DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
  24. Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction
  25. PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map
  26. Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires
  27. Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language
  28. Spectrum of inner-product kernel matrices in the polynomial regime and multiple descent phenomenon in kernel ridge regression
  29. German Parliamentary Corpus (GerParCor)
  30. PG3: Policy-Guided Planning for Generalized Policy Generation
  31. Learning Sequential Latent Variable Models from Multimodal Time Series Data
  32. Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification
  33. CycleSense: Detecting Near Miss Incidents in Bicycle Traffic from Mobile Motion Sensors
  34. Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting
  35. Staying the course: Locating equilibria of dynamical systems on Riemannian manifolds defined by point-clouds
  36. ICDBigBird: A Contextual Embedding Model for ICD Code Classification
  37. Interpolation of Missing Swaption Volatility Data using Gibbs Sampling on Variational Autoencoders
  38. STD: A Seasonal-Trend-Dispersion Decomposition of Time Series
  39. Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations
  40. SoftEdge: Regularizing Graph Classification with Random Soft Edges
  41. Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems
  42. Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework
  43. The 6th AI City Challenge
  44. Contrastive Test-Time Adaptation
  45. Differentially Private Learning with Margin Guarantees
  46. Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning
  47. Distributed Nonparametric Estimation under Communication Constraints
  48. Model-free Learning of Regions of Attraction via Recurrent Sets
  49. Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias
  50. Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction
  51. Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework
  52. A Framework for Interactive Knowledge-Aided Machine Teaching
  53. Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images
  54. Provably Efficient Kernelized Q-Learning
  55. Simulate Time-integrated Coarse-grained Molecular Dynamics with Multi-Scale Graph Networks
  56. Machine Learning Algebraic Geometry for Physics
  57. AI-Based Automated Speech Therapy Tools for persons with Speech Sound Disorders: A Systematic Literature Review
  58. Future Object Detection with Spatiotemporal Transformers
  59. TorchSparse: Efficient Point Cloud Inference Engine
  60. Feature anomaly detection system (FADS) for intelligent manufacturing
  61. Adversarial Contrastive Learning by Permuting Cluster Assignments
  62. Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance
  63. Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
  64. Addressing Tactic Volatility in Self-Adaptive Systems Using Evolved Recurrent Neural Networks and Uncertainty Reduction Tactics
  65. DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
  66. Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Research
  67. Deep learning techniques for energy clustering in the CMS ECAL
  68. Dynamical simulation via quantum machine learning with provable generalization
  69. Out-of-distribution generalization for learning quantum dynamics
  70. DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation
  71. An Examination of Bias of Facial Analysis based BMI Prediction Models
  72. Revisiting Gaussian mixture critics in off-policy reinforcement learning: a sample-based approach
  73. SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space
  74. The 2021 NIST Speaker Recognition Evaluation
  75. HEATGait: Hop-Extracted Adjacency Technique in Graph Convolution based Gait Recognition
  76. Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues
  77. A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms
  78. Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization
  79. Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers
  80. The NIST CTS Speaker Recognition Challenge
  81. The Silent Problem -- Machine Learning Model Failure -- How to Diagnose and Fix Ailing Machine Learning Models
  82. Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks
  83. Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics
  84. OCTOPUS -- optical coherence tomography plaque and stent analysis software
  85. SmartPortraits: Depth Powered Handheld Smartphone Dataset of Human Portraits for State Estimation, Reconstruction and Synthesis
  86. BTranspose: Bottleneck Transformers for Human Pose Estimation with Self-Supervised Pre-Training
  87. Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics
  88. Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries
  89. A Multi-Person Video Dataset Annotation Method of Spatio-Temporally Actions
  90. Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
  91. WebFace260M: A Benchmark for Million-Scale Deep Face Recognition
  92. A case for using rotation invariant features in state of the art feature matchers
  93. Multiple EffNet/ResNet Architectures for Melanoma Classification
  94. Murmurations of elliptic curves
  95. Toward Fast, Flexible, and Robust Low-Light Image Enhancement
  96. OSSO: Obtaining Skeletal Shape from Outside
  97. Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation
  98. Physical Modeling using Recurrent Neural Networks with Fast Convolutional Layers
  99. Deep Model-Based Super-Resolution with Non-uniform Blur
  100. Working memory inspired hierarchical video decomposition with transformative representations
All 187
  1. GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification
  2. R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction
  3. Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach
  4. OTExtSum: Extractive Text Summarisation with Optimal Transport
  5. A two-level machine learning framework for predictive maintenance: comparison of learning formulations
  6. Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media
  7. Detecting Topology Attacks against Graph Neural Networks
  8. Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
  9. Resilient robot teams: a review integrating decentralised control, change-detection, and learning
  10. Implicit Shape Completion via Adversarial Shape Priors
  11. SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
  12. On Distribution Shift in Learning-based Bug Detectors
  13. Testing robustness of predictions of trained classifiers against naturally occurring perturbations
  14. A New Dataset and Transformer for Stereoscopic Video Super-Resolution
  15. DropMessage: Unifying Random Dropping for Graph Neural Networks
  16. Beyond the density operator and Tr(ρ A): Exploiting the higher-order statistics of random-coefficient pure states for quantum information processing
  17. A Learned Index for Exact Similarity Search in Metric Spaces
  18. Is Neuron Coverage Needed to Make Person Detection More Robust?
  19. Understanding the Domain Gap in LiDAR Object Detection Networks
  20. Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions
  21. Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation
  22. Standing on the Shoulders of Giant Frozen Language Models
  23. Path-Specific Objectives for Safer Agent Incentives
  24. MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering
  25. Towards Fewer Labels: Support Pair Active Learning for Person Re-identification
  26. Fluctuation-based Outlier Detection
  27. On Learning the Invisible in Photoacoustic Tomography with Flat Directionally Sensitive Detector
  28. A data filling methodology for time series based on CNN and (Bi)LSTM neural networks
  29. Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach
  30. Revisiting initial sets in abstract argumentation
  31. DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation
  32. Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation
  33. Merging of neural networks
  34. Using consumer feedback from location-based services in PoI recommender systems for people with autism
  35. Transformer-Guided Convolutional Neural Network for Cross-View Geolocalization
  36. TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla
  37. ChildPredictor: A Child Face Prediction Framework with Disentangled Learning
  38. Planning for Temporally Extended Goals in Pure-Past Linear Temporal Logic: A Polynomial Reduction to Standard Planning
  39. Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension
  40. Domain Invariant Model with Graph Convolutional Network for Mammogram Classification
  41. Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter (BEAR)
  42. Towards Reliable Neural Generative Modeling of Detectors
  43. Cloud-Edge Collaborative Data Anomaly Detection in Industrial Sensor Networks
  44. Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees
  45. Learning to Purification for Unsupervised Person Re-identification
  46. Multi-task recommendation system for scientific papers with high-way networks
  47. Progressive Training of A Two-Stage Framework for Video Restoration
  48. Perception Visualization: Seeing Through the Eyes of a DNN
  49. Sonic Interactions in Virtual Environments: the Egocentric Audio Perspective of the Digital Twin
  50. MRAM-based Analog Sigmoid Function for In-memory Computing
  51. SinTra: Learning an inspiration model from a single multi-track music segment
  52. CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic Segmentation
  53. An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification
  54. Infographics Wizard: Flexible Infographics Authoring and Design Exploration
  55. Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation
  56. Unsupervised Video Interpolation by Learning Multilayered 2.5D Motion Fields
  57. Spurious Correlations in Reference-Free Evaluation of Text Generation
  58. Inducing Gaussian Process Networks
  59. Fairness in Graph Mining: A Survey
  60. An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications
  61. Color Invariant Skin Segmentation
  62. CNLL: A Semi-supervised Approach For Continual Noisy Label Learning
  63. Persistent-Transient Duality in Human Behavior Modeling
  64. Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics
  65. Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging
  66. Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval
  67. A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation
  68. Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images
  69. Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information
  70. Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images
  71. The Risks of Machine Learning Systems
  72. A Masked Image Reconstruction Network for Document-level Relation Extraction
  73. FedCL: Federated Contrastive Learning for Privacy-Preserving Recommendation
  74. Weakly Aligned Feature Fusion for Multimodal Object Detection
  75. Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation
  76. Multiscale Analysis for Improving Texture Classification
  77. Multi-Tier Platform for Cognizing Massive Electroencephalogram
  78. 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning
  79. Fast AdvProp
  80. Memory Bounds for the Experts Problem
  81. Sample-Based Bounds for Coherent Risk Measures: Applications to Policy Synthesis and Verification
  82. Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space
  83. Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms
  84. SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification
  85. A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms
  86. Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
  87. Parametric Level-sets Enhanced To Improve Reconstruction (PaLEnTIR)