mlsanityData to 7 Oct 2026

Papers

New on arXiv

Tue 13 Sep 2022

158 papers

  1. PET image denoising based on denoising diffusion probabilistic modelsDiffusion models → Medical imaging and segmentation
  2. Sparse Video Representation Using Steered Mixture-of-Experts With Global Motion CompensationMixture-of-experts → Vision mixture-of-experts
  3. MDM: Molecular Diffusion Model for 3D Molecule GenerationDiffusion models → Flow matching, time series and science
  4. Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation
  5. Pareto Driven Surrogate (ParDen-Sur) Assisted Optimisation of Multi-period Portfolio Backtest Simulations
  6. Molecular Design Based on Integer Programming and Quadratic Descriptors in a Two-layered Model
  7. Inclusive Ethical Design for Recommender Systems
  8. Fast online ranking with fairness of exposure
  9. Realistic Hair Synthesis with Generative Adversarial Networks
  10. Subsampling for Knowledge Graph Embedding Explained
  11. AI-powered Language Assessment Tools for Dementia
  12. Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models
  13. Detection of Malicious Websites Using Machine Learning Techniques
  14. A Learning-Based Trajectory Planning of Multiple UAVs for AoI Minimization in IoT Networks
  15. DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network
  16. OCR for TIFF Compressed Document Images Directly in Compressed Domain Using Text segmentation and Hidden Markov Model
  17. SFS-A68: a dataset for the segmentation of space functions in apartment buildings
  18. Improving Language Model Prompting in Support of Semi-autonomous Task Learning
  19. Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey
  20. A Benchmark and a Baseline for Robust Multi-view Depth Estimation
  21. A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem
  22. CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection
  23. Revisiting Neural Scaling Laws in Language and Vision
  24. A Clustering Method Based on Information Entropy Payload
  25. Prediction of the outcome of a Twenty-20 Cricket Match : A Machine Learning Approach
  26. CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification
  27. Active Perception Applied To Unmanned Aerial Vehicles Through Deep Reinforcement Learning
  28. Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Deep Reinforcement Learning Through Environmental Generalization
  29. Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots
  30. FaceTopoNet: Facial Expression Recognition using Face Topology Learning
  31. Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance
  32. Quantitative AI Risk Assessments: Opportunities and Challenges
  33. Optimizing SLAM Evaluation Footprint Through Dynamic Range Coverage Analysis of Datasets
  34. Placing Human Animations into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes
  35. Optimization without Backpropagation
  36. PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models
  37. Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican
  38. Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest
  39. Multiple View Performers for Shape Completion
  40. Warm Start Active Learning with Proxy Labels & Selection via Semi-Supervised Fine-Tuning
  41. PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically
  42. MLT-LE: predicting drug-target binding affinity with multi-task residual neural networks
  43. Exploring Code Style Transfer with Neural Networks
  44. High-resolution semantically-consistent image-to-image translation
  45. Unifying Causal Inference and Reinforcement Learning using Higher-Order Category Theory
  46. Real2Sim2Real Transfer for Control of Cable-driven Robots via a Differentiable Physics Engine
  47. Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
  48. A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge
  49. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task
  50. Improving Self-Supervised Learning by Characterizing Idealized Representations
  51. Quantifying the Online Long-Term Interest in Research
  52. Predicting probability distributions for cancer therapy drug selection optimization
  53. Scheduling Algorithms for Federated Learning with Minimal Energy Consumption
  54. Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold
  55. Normalizing Flows for Interventional Density Estimation
  56. StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation
  57. HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning
  58. Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond
  59. Tractable hierarchies of convex relaxations for polynomial optimization on the nonnegative orthant
  60. Comparative analysis of segmentation and generative models for fingerprint retrieval task
  61. Computational Sarcasm Analysis on Social Media: A Systematic Review
  62. The Role of Explanatory Value in Natural Language Processing
  63. Borch: A Deep Universal Probabilistic Programming Language
  64. Meta-Gradients in Non-Stationary Environments
  65. LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning
  66. Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition
  67. Deep Variational Free Energy Approach to Dense Hydrogen
  68. Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning
  69. Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's
  70. On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness
  71. DOMINO: Domain-aware Model Calibration in Medical Image Segmentation
  72. SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds
  73. Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification
  74. SongDriver: Real-time Music Accompaniment Generation without Logical Latency nor Exposure Bias
  75. Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law
  76. Generalised Automatic Anatomy Finder (GAAF): A general framework for 3D location-finding in CT scans
  77. DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer
  78. Investigating the Predictive Reproducibility of Federated Graph Neural Networks using Medical Datasets
  79. Generalized Intent Discovery: Learning from Open World Dialogue System
  80. Two-Step Color-Polarization Demosaicking Network
  81. An Analysis of Collocation on GPUs for Deep Learning Training
  82. Virtual Underwater Datasets for Autonomous Inspections
  83. Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot Classification
  84. M2-3DLaneNet: Exploring Multi-Modal 3D Lane Detection
  85. Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction
  86. Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation
  87. A Distributed Acoustic Sensor System for Intelligent Transportation using Deep Learning
  88. Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling
  89. Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
  90. Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks
  91. Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems
  92. Variational Causal Inference
  93. Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization
  94. SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation
  95. Document Image Binarization in JPEG Compressed Domain using Dual Discriminator Generative Adversarial Networks
  96. Dual-Scale Single Image Dehazing Via Neural Augmentation
  97. Computer vision based vehicle tracking as a complementary and scalable approach to RFID tagging
  98. Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification
  99. A Meta-level Analysis of Online Anomaly Detectors
  100. Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation
All 158
  1. Federated Meta-Learning for Traffic Steering in O-RAN
  2. Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching
  3. Calibrated Forecasts: The Minimax Proof
  4. Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search
  5. A new Reinforcement Learning framework to discover natural flavor molecules
  6. Just Noticeable Difference Modeling for Face Recognition System
  7. Weight-based Channel-model Matrix Framework provides a reasonable solution for EEG-based cross-dataset emotion recognition
  8. Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction
  9. Continuous Design Control for Machine Learning in Certified Medical Systems
  10. Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings
  11. Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows
  12. SATViz: Real-Time Visualization of Clausal Proofs
  13. Computer vision system to count crustacean larvae
  14. Sparse deep neural networks for modeling aluminum electrolysis dynamics
  15. Expressive Reasoning Graph Store: A Unified Framework for Managing RDF and Property Graph Databases
  16. CPnP: Consistent Pose Estimator for Perspective-n-Point Problem with Bias Elimination
  17. A Non-Parametric Bootstrap for Spectral Clustering
  18. Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection
  19. Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification
  20. Time-of-Day Neural Style Transfer for Architectural Photographs
  21. A Neural Network-based SAT-Resilient Obfuscation Towards Enhanced Logic Locking
  22. Adversarial Coreset Selection for Efficient Robust Training
  23. Test-Time Adaptation with Principal Component Analysis
  24. Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations
  25. A lightweight Transformer-based model for fish landmark detection
  26. Exemplar-Based Image Colorization with A Learning Framework
  27. PointScatter: Point Set Representation for Tubular Structure Extraction
  28. CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval
  29. Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging
  30. Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm
  31. A virtual reality-based method for examining audiovisual prosody perception
  32. A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game
  33. SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus
  34. Learning ASR pathways: A sparse multilingual ASR model
  35. Adaptive Discretization using Voronoi Trees for Continuous-Action POMDPs
  36. R'enyi Divergence Deep Mutual Learning
  37. A Many-ported and Shared Memory Architecture for High-Performance ADAS SoCs
  38. A Guide to Employ Hyperspectral Imaging for Assessing Wheat Quality at Different Stages of Supply Chain in Australia: A Review
  39. Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics
  40. Concealing Sensitive Samples against Gradient Leakage in Federated Learning
  41. A Capsule Network for Hierarchical Multi-Label Image Classification
  42. Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy
  43. Robin: A Novel Online Suicidal Text Corpus of Substantial Breadth and Scale
  44. Non-Parametric Temporal Adaptation for Social Media Topic Classification
  45. Vision Transformers for Action Recognition: A Survey
  46. KSG: Knowledge and Skill Graph
  47. Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement
  48. Sample Complexity of an Adversarial Attack on UCB-based Best-arm Identification Policy
  49. Concept-Based Explanations for Tabular Data
  50. PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers
  51. One-shot Network Pruning at Initialization with Discriminative Image Patches
  52. Switchable Self-attention Module
  53. Class-Level Logit Perturbation
  54. CovidMis20: COVID-19 Misinformation Detection System on Twitter Tweets using Deep Learning Models
  55. Unsupervised representation learning with recognition-parametrised probabilistic models
  56. Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters
  57. ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers
  58. Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos