mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 27 Dec 2022

88 papers

  1. EuclidNet: Deep Visual Reasoning for Constructible Problems in GeometryLLM reasoning → Spatial and embodied reasoning
  2. Exploring Transformer Backbones for Image Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  3. Measuring an artificial intelligence agent's trust in humans using machine incentivesLLM agents and tool use → Social simulation and multi-agent debate
  4. DiffFace: Diffusion-based Face Swapping with Facial GuidanceDiffusion models → Image generation, text-to-image and editing
  5. Behavioral Cloning via Search in Video PreTraining Latent SpaceOffline RL and imitation learning from data → Imitation learning methods
  6. Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs
  7. Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval
  8. A Survey on Federated Recommendation Systems
  9. Robust Consensus Clustering and its Applications for Advertising Forecasting
  10. MindBigData 2022 A Large Dataset of Brain Signals
  11. Semantic optical fiber communication system
  12. Lab-scale Vibration Analysis Dataset and Baseline Methods for Machinery Fault Diagnosis with Machine Learning
  13. Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage
  14. Langevin algorithms for very deep Neural Networks with application to image classification
  15. Semi-supervised Fashion Compatibility Prediction by Color Distortion Prediction
  16. 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation
  17. Personality Detection of Applicants And Employees Using K-mode Algorithm And Ocean Model
  18. A Comprehensive Gold Standard and Benchmark for Comics Text Detection and Recognition
  19. Using Large Language Models to Generate Engaging Captions for Data Visualizations
  20. Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution
  21. On the Equivalence of the Weighted Tsetlin Machine and the Perceptron
  22. Proceedings of AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges
  23. Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions
  24. LOSDD: Leave-Out Support Vector Data Description for Outlier Detection
  25. Annealing Double-Head: An Architecture for Online Calibration of Deep Neural Networks
  26. Deep Learning Models for River Classification at Sub-Meter Resolutions from Multispectral and Panchromatic Commercial Satellite Imagery
  27. EDoG: Adversarial Edge Detection For Graph Neural Networks
  28. Brain Cancer Segmentation Using YOLOv5 Deep Neural Network
  29. Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing
  30. Optimal Regularization for a Data Source
  31. Semi-supervised multiscale dual-encoding method for faulty traffic data detection
  32. Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions
  33. Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification
  34. Variance Reduction for Score Functions Using Optimal Baselines
  35. Online Learning for Adaptive Probing and Scheduling in Dense WLANs
  36. A Compositional Approach to Creating Architecture Frameworks with an Application to Distributed AI Systems
  37. Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning
  38. Data-driven control of COVID-19 in buildings: a reinforcement-learning approach
  39. AER: Auto-Encoder with Regression for Time Series Anomaly Detection
  40. Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization
  41. NeRN -- Learning Neural Representations for Neural Networks
  42. Interactive Segmentation of Radiance Fields
  43. Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation
  44. Simplifying Causality: A Brief Review of Philosophical Views and Definitions with Examples from Economics, Education, Medicine, Policy, Physics and Engineering
  45. From Single-Visit to Multi-Visit Image-Based Models: Single-Visit Models are Enough to Predict Obstructive Hydronephrosis
  46. Cross-Resolution Flow Propagation for Foveated Video Super-Resolution
  47. Fast and fully-automated histograms for large-scale data sets
  48. S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning
  49. Challenges in anomaly and change point detection
  50. Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting
  51. Anomaly detection in laser-guided vehicles' batteries: a case study
  52. DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
  53. Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos
  54. MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
  55. Flattening Surface Based On Using Contour Estimating Subdivision Surface
  56. Semi-Supervised Semantic Segmentation Methods for UW-OCTA Diabetic Retinopathy Grade Assessment
  57. Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach
  58. Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods
  59. General GAN-generated image detection by data augmentation in fingerprint domain
  60. A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions
  61. MVTN: Learning Multi-View Transformations for 3D Understanding
  62. Scaling Painting Style Transfer
  63. TegFormer: Topic-to-Essay Generation with Good Topic Coverage and High Text Coherence
  64. Strangeness-driven Exploration in Multi-Agent Reinforcement Learning
  65. The most general manner to injectively align true and predicted segments
  66. Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk
  67. A Survey on Knowledge-Enhanced Pre-trained Language Models
  68. GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning
  69. Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher
  70. Position-Aware Contrastive Alignment for Referring Image Segmentation
  71. Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination
  72. NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis
  73. Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents
  74. A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification
  75. DeepCuts: Single-Shot Interpretability based Pruning for BERT
  76. MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
  77. Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization
  78. Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation
  79. Power Quality Event Recognition and Classification Using an Online Sequential Extreme Learning Machine Network based on Wavelets
  80. Feature Selection Approaches for Optimising Music Emotion Recognition Methods
  81. Deep Reinforcement Learning for Wind and Energy Storage Coordination in Wholesale Energy and Ancillary Service Markets
  82. Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks
  83. A Generalization of ViT/MLP-Mixer to Graphs
  84. The Forward-Forward Algorithm: Some Preliminary Investigations
  85. Recovering Surveillance Video Using RF Cues
  86. Teamwork under extreme uncertainty: AI for Pokemon ranks 33rd in the world
  87. Development and Evaluation of a Learning-based Model for Real-time Haptic Texture Rendering
  88. Deep Learning for Space Weather Prediction: Bridging the Gap between Heliophysics Data and Theory