mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 22 Jul 2023

93 papers

  1. InFusion: Inject and Attention Fusion for Multi Concept Zero-Shot Text-based Video EditingDiffusion models → Video generation
  2. Security and Privacy Issues of Federated LearningLLM safety and security → Federated unlearning and poisoning
  3. Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion ParametersMixture-of-experts → Efficient MoE training and inference systems
  4. Spatial Self-Distillation for Object Detection with Inaccurate Bounding BoxesKnowledge distillation → Detection and dense prediction distillation
  5. Fast and Stable Diffusion Inverse Solver with History Gradient UpdateDiffusion models → Inverse problems and image restoration
  6. FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac ImagesDiffusion models → Medical imaging and segmentation
  7. GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation ModelsDiffusion models → Medical imaging and segmentation
  8. Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question AnsweringMultimodal LLMs / vision-language models → Medical vision-language models
  9. Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels?Multimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  10. Sparse Index Tracking: Simultaneous Asset Selection and Capital Allocation via ℓ0-Constrained Portfolio
  11. Applications of Machine Learning to Modelling and Analysing Dynamical Systems
  12. How to Design and Deliver Courses for Higher Education in the AI Era: Insights from Exam Data Analysis
  13. Contrastive Self-Supervised Learning Based Approach for Patient Similarity: A Case Study on Atrial Fibrillation Detection from PPG Signal
  14. P=uioio: On-device Real-Time Smartphone-Based Automated Exercise Repetition Counting System
  15. FinPT: Financial Risk Prediction with Profile Tuning on Pretrained Foundation Models
  16. Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation
  17. Learned Gridification for Efficient Point Cloud Processing
  18. Exploring MLOps Dynamics: An Experimental Analysis in a Real-World Machine Learning Project
  19. Extracting Molecular Properties from Natural Language with Multimodal Contrastive Learning
  20. Multi-representations Space Separation based Graph-level Anomaly-aware Detection
  21. Machine learning discovers invariants of braids and flat braids
  22. On the Expressivity of Multidimensional Markov Reward
  23. An X3D Neural Network Analysis for Runner's Performance Assessment in a Wild Sporting Environment
  24. Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation
  25. Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs
  26. Named Entity Resolution in Personal Knowledge Graphs
  27. Challenges for Monocular 6D Object Pose Estimation in Robotics
  28. Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics
  29. Hallucination Improves the Performance of Unsupervised Visual Representation Learning
  30. The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARD
  31. Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification
  32. DIP-RL: Demonstration-Inferred Preference Learning in Minecraft
  33. Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach
  34. Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models
  35. Real-Time Neural Video Recovery and Enhancement on Mobile Devices
  36. Does color modalities affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks
  37. CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment
  38. A Vision for Cleaner Rivers: Harnessing Snapshot Hyperspectral Imaging to Detect Macro-Plastic Litter
  39. Emergence of Adaptive Circadian Rhythms in Deep Reinforcement Learning
  40. SCPAT-GAN: Structural Constrained and Pathology Aware Convolutional Transformer-GAN for Virtual Histology Staining of Human Coronary OCT images
  41. Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem
  42. The Sample Complexity of Multi-Distribution Learning for VC Classes
  43. Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding
  44. Route Planning Using Nature-Inspired Algorithms
  45. Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources
  46. Estimating temperatures with low-cost infrared cameras using deep neural networks
  47. AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities
  48. Synthesis of Batik Motifs using a Diffusion -- Generative Adversarial Network
  49. Pyramid Semantic Graph-based Global Point Cloud Registration with Low Overlap
  50. A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC
  51. A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks
  52. CFR-p: Counterfactual Regret Minimization with Hierarchical Policy Abstraction, and its Application to Two-player Mahjong
  53. Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis
  54. Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning
  55. Enhancing Temporal Planning Domains by Sequential Macro-actions (Extended Version)
  56. Replay: Multi-modal Multi-view Acted Videos for Casual Holography
  57. Spectral Normalized-Cut Graph Partitioning with Fairness Constraints
  58. Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs
  59. Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
  60. Fast Knowledge Graph Completion using Graphics Processing Units
  61. Discovering Spatio-Temporal Rationales for Video Question Answering
  62. Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach
  63. Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery
  64. Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data
  65. Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space
  66. On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement
  67. Latent Utility Q-Learning for Preference-Adaptive Dynamic Treatment Regimes
  68. Model Predictive Control (MPC) of an Artificial Pancreas with Data-Driven Learning of Multi-Step-Ahead Blood Glucose Predictors
  69. NLCUnet: Single-Image Super-Resolution Network with Hairline Details
  70. SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans
  71. COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation
  72. A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration
  73. Psy-LLM: Scaling up Global Mental Health Psychological Services with AI-based Large Language Models
  74. Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
  75. Sparse then Prune: Toward Efficient Vision Transformers
  76. Learning Vision-and-Language Navigation from YouTube Videos
  77. Collaborative Graph Neural Networks for Attributed Network Embedding
  78. Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model
  79. Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition
  80. Out-of-Distribution Optimality of Invariant Risk Minimization
  81. An Intelligent Remote Sensing Image Quality Inspection System
  82. MIMONet: Multi-Input Multi-Output On-Device Deep Learning
  83. DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
  84. Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier
  85. Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation
  86. High-performance real-world optical computing trained by in situ gradient-based model-free optimization
  87. Implicit Interpretation of Importance Weight Aware Updates
  88. On-Robot Bayesian Reinforcement Learning for POMDPs
  89. Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction
  90. HIQL: Offline Goal-Conditioned RL with Latent States as Actions
  91. The instabilities of large learning rate training: a loss landscape view
  92. Collaboratively Learning Linear Models with Structured Missing Data
  93. Towards Vertical Privacy-Preserving Symbolic Regression via Secure Multiparty Computation