mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 11 Nov 2023

84 papers

  1. Finetuning Text-to-Image Diffusion Models for FairnessDiffusion models → Image generation, text-to-image and editing
  2. A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRIDiffusion models → Medical imaging and segmentation
  3. TrainerAgent: Customizable and Efficient Model Training through LLM-Powered Multi-Agent SystemLLM agents and tool use → General LLM agent frameworks and benchmarks
  4. Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  5. BizBench: A Quantitative Reasoning Benchmark for Business and FinanceLLM reasoning → Reasoning for agents, planning and code
  6. From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICLRetrieval-augmented generation → Generation and context integration
  7. Knowledgeable Preference Alignment for LLMs in Domain-specific Question AnsweringLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  8. THOS: A Benchmark Dataset for Targeted Hate and Offensive SpeechLLM safety and security → Safety alignment, refusal and guardrails
  9. Determining Intent of Changes to Ascertain Fake Crowdsourced Image Services
  10. Don't Overlook the Grammatical Gender: Bias Evaluation for Hindi-English Machine Translation
  11. Progression and Challenges of IoT in Healthcare: A Short Review
  12. Intentional Biases in LLM Responses
  13. Artificial Intelligence in Assessing Cardiovascular Diseases and Risk Factors via Retinal Fundus Images: A Review of the Last Decade
  14. MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction
  15. Modeling Choice via Self-Attention
  16. Conceptual Model Interpreter for Large Language Models
  17. PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment
  18. Online Advertisements with LLMs: Opportunities and Challenges
  19. Polarimetric PatchMatch Multi-View Stereo
  20. Automatized Self-Supervised Learning for Skin Lesion Screening
  21. Agnostic Membership Query Learning with Nontrivial Savings: New Results, Techniques
  22. Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination
  23. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
  24. 3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data
  25. Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics
  26. Traffic Sign Recognition Using Local Vision Transformer
  27. Heuristic Optimal Transport in Branching Networks
  28. A Template Is All You Meme
  29. Robust Text Classification: Analyzing Prototype-Based Networks
  30. Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images
  31. Data-driven rules for multidimensional reflection problems
  32. Back to Basics: Fast Denoising Iterative Algorithm
  33. The Pros and Cons of Using Machine Learning and Interpretable Machine Learning Methods in psychiatry detection applications, specifically depression disorder: A Brief Review
  34. The Exact Determinant of a Specific Class of Sparse Positive Definite Matrices
  35. Streamlining Energy Transition Scenarios to Key Policy Decisions
  36. VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
  37. Computer Vision for Particle Size Analysis of Coarse-Grained Soils
  38. PerceptionGPT: Effectively Fusing Visual Perception into LLM
  39. Understanding Grokking Through A Robustness Viewpoint
  40. An Intelligent Social Learning-based Optimization Strategy for Black-box Robotic Control with Reinforcement Learning
  41. Sparse Attention-Based Neural Networks for Code Classification
  42. Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments
  43. SynA-ResNet: Spike-driven ResNet Achieved through OR Residual Connection
  44. SCADI: Self-supervised Causal Disentanglement in Latent Variable Models
  45. Convolve and Conquer: Data Comparison with Wiener Filters
  46. Identification of vortex in unstructured mesh with graph neural networks
  47. LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
  48. PGODE: Towards High-quality System Dynamics Modeling
  49. Visual Commonsense based Heterogeneous Graph Contrastive Learning
  50. Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation
  51. FDNet: Feature Decoupled Segmentation Network for Tooth CBCT Image
  52. Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study
  53. From Charts to Atlas: Merging Latent Spaces into One
  54. Understanding Generalization via Set Theory
  55. Generation Of Colors using Bidirectional Long Short Term Memory Networks
  56. Is Machine Learning Unsafe and Irresponsible in Social Sciences? Paradoxes and Reconsidering from Recidivism Prediction Tasks
  57. CrashCar101: Procedural Generation for Damage Assessment
  58. Translating Legalese: Enhancing Public Understanding of Court Opinions with Legal Summarizers
  59. Added Toxicity Mitigation at Inference Time for Multimodal and Massively Multilingual Translation
  60. Exploring ChatGPT's Capabilities on Vulnerability Management
  61. TURBO: The Swiss Knife of Auto-Encoders
  62. Minimum Description Length Hopfield Networks
  63. BClean: A Bayesian Data Cleaning System
  64. Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems
  65. Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation
  66. CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
  67. SCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects
  68. DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding
  69. LayoutPrompter: Awaken the Design Ability of Large Language Models
  70. L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models
  71. Stacked networks improve physics-informed training: applications to neural networks and deep operator networks
  72. Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning
  73. Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
  74. ALBA: Adaptive Language-based Assessments for Mental Health
  75. Electronic Communication Data Link Encryption Simulation Based on Wireless Communication
  76. Online Continual Learning via Logit Adjusted Softmax
  77. Advancing Drug Discovery with Enhanced Chemical Understanding via Asymmetric Contrastive Multimodal Learning
  78. Aria-NeRF: Multimodal Egocentric View Synthesis
  79. A Saliency-based Clustering Framework for Identifying Aberrant Predictions
  80. DocGen: Generating Detailed Parameter Docstrings in Python
  81. Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
  82. CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer
  83. Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text
  84. Controllability-Constrained Deep Network Models for Enhanced Control of Dynamical Systems