mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 22 Oct 2023

127 papers

  1. Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal ClassificationLLM safety and security → Federated unlearning and poisoning
  2. CXR-LLAVA: a multimodal large language model for interpreting chest X-ray imagesMultimodal LLMs / vision-language models → Medical vision-language models
  3. Diffusion-Model-Assisted Supervised Learning of Generative Models for Density EstimationDiffusion models → Diffusion foundations and sampling
  4. Retrieval-Augmented Chain-of-Thought in Semi-structured DomainsLLM reasoning → Reasoning for agents, planning and code +1
  5. Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst DesignLLM reasoning → Clinical and biomedical applications
  6. Vision Language Models in Autonomous Driving: A Survey and OutlookMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection +1
  7. Learning Generalizable Manipulation Policies with Object-Centric 3D RepresentationsOffline RL and imitation learning from data → Robot manipulation imitation learning
  8. Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and BiasesLLM safety and security → Prompt injection and agent security
  9. Robust Visual Imitation Learning with Inverse Dynamics RepresentationsOffline RL and imitation learning from data → Imitation learning methods
  10. Detrive: Imitation Learning with Transformer Detection for End-to-End Autonomous DrivingEnd-to-end autonomous driving → Imitation-learning end-to-end planners +1
  11. Diffusion-based Data Augmentation for Nuclei Image SegmentationDiffusion models → Medical imaging and segmentation
  12. Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation LearningOffline RL and imitation learning from data → Robot manipulation imitation learning
  13. Improved Techniques for Training Consistency ModelsDiffusion models → Diffusion foundations and sampling
  14. A General Theory for Softmax Gating Multinomial Logistic Mixture of ExpertsMixture-of-experts → MoE theory and gating functions
  15. Automated Localization of Blood Vessels in Retinal Images
  16. Imperceptible CMOS camera dazzle for adversarial attacks on deep neural networks
  17. JOSA: Joint surface-based registration and atlas construction of brain geometry and function
  18. Preference Elicitation with Soft Attributes in Interactive Recommendation
  19. ITEm: Unsupervised Image-Text Embedding Learning for eCommerce
  20. MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language
  21. Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis
  22. A Survey on Semantic Processing Techniques
  23. Chainpoll: A high efficacy method for LLM hallucination detection
  24. PHD: Pixel-Based Language Modeling of Historical Documents
  25. MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control
  26. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
  27. Can strong structural encoding reduce the importance of Message Passing?
  28. Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
  29. Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
  30. A generalized likelihood-weighted optimal sampling algorithm for rare-event probability quantification
  31. Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning
  32. An International Consortium for Evaluations of Societal-Scale Risks from Advanced AI
  33. Skipped Feature Pyramid Network with Grid Anchor for Object Detection
  34. Domain Terminology Integration into Machine Translation: Leveraging Large Language Models
  35. TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings
  36. URegM: a unified prediction model of resource consumption for refactoring software smells in open source cloud
  37. EDGE++: Improved Training and Sampling of EDGE
  38. Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version
  39. Fairness-aware Optimal Graph Filter Design
  40. Clustering Students Based on Gamification User Types and Learning Styles
  41. Text generation for dataset augmentation in security classification tasks
  42. Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation
  43. A Quadratic Synchronization Rule for Distributed Deep Learning
  44. Large Language Models are biased to overestimate profoundness
  45. REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization
  46. ConViViT -- A Deep Neural Network Combining Convolutions and Factorized Self-Attention for Human Activity Recognition
  47. Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming
  48. Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions
  49. O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models
  50. Value of Assistance for Grasping
  51. A Pytorch Reproduction of Masked Generative Image Transformer
  52. Learning to bag with a simulation-free reinforcement learning framework for robots
  53. Universal representation by Boltzmann machines with Regularised Axons
  54. Merging Generated and Retrieved Knowledge for Open-Domain QA
  55. Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
  56. Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models
  57. ARCOQ: Arabic Closest Opposite Questions Dataset
  58. OV-VG: A Benchmark for Open-Vocabulary Visual Grounding
  59. MoPe: Model Perturbation-based Privacy Attacks on Language Models
  60. Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank
  61. A Quantitative Evaluation of Dense 3D Reconstruction of Sinus Anatomy from Monocular Endoscopic Video
  62. Is ChatGPT a game changer for geocoding -- a benchmark for geocoding address parsing techniques
  63. Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings
  64. Semantic and Expressive Variation in Image Captions Across Languages
  65. A global product of fine-scale urban building height based on spaceborne lidar
  66. Toward Flare-Free Images: A Survey
  67. DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints
  68. The Law and NLP: Bridging Disciplinary Disconnects
  69. What's in a Prior? Learned Proximal Networks for Inverse Problems
  70. Pyramidal Hidden Markov Model For Multivariate Time Series Forecasting
  71. Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations
  72. From Chaos to Clarity: Claim Normalization to Empower Fact-Checking
  73. PPFL: A Personalized Federated Learning Framework for Heterogeneous Population
  74. Learning Interpretable Rules for Scalable Data Representation and Classification
  75. DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias
  76. CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text
  77. Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis
  78. 4 and 7-bit Labeling for Projective and Non-Projective Dependency Trees
  79. Neural Text Sanitization with Privacy Risk Indicators: An Empirical Analysis
  80. Research on Key Technologies of Infrastructure Digitalization based on Multimodal Spatial Data
  81. Deep MDP: A Modular Framework for Multi-Object Tracking
  82. Improved High-Probability Bounds for the Temporal Difference Learning Algorithm via Exponential Stability
  83. NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval
  84. Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
  85. A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application
  86. CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability
  87. Boosting Unsupervised Machine Translation with Pseudo-Parallel Data
  88. RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers
  89. From Static to Dynamic: A Continual Learning Framework for Large Language Models
  90. Shortcuts for causal discovery of nonlinear models by score matching
  91. Guidance system for Visually Impaired Persons using Deep Learning and Optical flow
  92. High-Quality 3D Face Reconstruction with Affine Convolutional Networks
  93. A comprehensive survey on deep active learning in medical image analysis
  94. Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
  95. Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective
  96. Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images
  97. Customising General Large Language Models for Specialised Emotion Recognition Tasks
  98. One-for-All: Towards Universal Domain Translation with a Single StyleGAN
  99. The Importance of Anti-Aliasing in Tiny Object Detection
  100. UniMAP: Universal SMILES-Graph Representation Learning
All 127
  1. Item-Graph2vec: a Efficient and Effective Approach using Item Co-occurrence Graph Embedding for Collaborative Filtering
  2. TransY-Net:Learning Fully Transformer Networks for Change Detection of Remote Sensing Images
  3. LUNA: A Model-Based Universal Analysis Framework for Large Language Models
  4. SUT: Active Defects Probing for Transcompiler Models
  5. Manifold-Preserving Transformers are Effective for Short-Long Range Encoding
  6. Prompt Engineering Through the Lens of Optimal Control
  7. QA-NatVer: Question Answering for Natural Logic-based Fact Verification
  8. Distractor-aware Event-based Tracking
  9. PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
  10. Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis
  11. Prompt-based Grouping Transformer for Nucleus Detection and Classification
  12. An In-Context Schema Understanding Method for Knowledge Base Question Answering
  13. ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation
  14. Learning Invariant Molecular Representation in Latent Discrete Space
  15. Randomized Forward Mode of Automatic Differentiation For Optimization Algorithms
  16. Ensemble Learning for Graph Neural Networks
  17. Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition
  18. α-Fair Contextual Bandits
  19. Augmenting End-to-End Steering Angle Prediction with CAN Bus Data
  20. Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation
  21. Can Language Models Laugh at YouTube Short-form Videos?
  22. Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction
  23. Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection
  24. Orthogonal Subspace Learning for Language Model Continual Learning
  25. PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain
  26. MMTF-DES: A Fusion of Multimodal Transformer Models for Desire, Emotion, and Sentiment Analysis of Social Media Data
  27. Are LSTMs Good Few-Shot Learners?