mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 3 Jul 2023

201 papers

  1. Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning ApproachEnd-to-end autonomous driving → Reinforcement learning for driving
  2. Squeezing Large-Scale Diffusion Models for MobileDiffusion models → Diffusion foundations and sampling
  3. Learning Mixtures of Gaussians Using the DDPM ObjectiveDiffusion models → Diffusion foundations and sampling
  4. Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image SynthesisDiffusion models → Medical imaging and segmentation
  5. SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal InstructionsLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  6. TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion ModelsDiffusion models → Inverse problems and image restoration
  7. Visual Instruction Tuning with Polite FlamingoMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  8. Learning Differentiable Logic Programs for Abstract Visual ReasoningLLM reasoning → Multimodal reasoning
  9. CoPL: Contextual Prompt Learning for Vision-Language UnderstandingMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  10. UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language UnderstandingLLM reasoning → Multimodal reasoning
  11. Review helps learn better: Temporal Supervised Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  12. ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-ResolutionDiffusion models → Inverse problems and image restoration
  13. DifFSS: Diffusion Model for Few-Shot Semantic SegmentationDiffusion models → Medical imaging and segmentation
  14. ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly DetectionDiffusion models → Flow matching, time series and science
  15. JourneyDB: A Benchmark for Generative Image UnderstandingMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  16. Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the WildKnowledge distillation → Detection and dense prediction distillation
  17. From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and PrivacyLLM safety and security → Prompt injection and agent security
  18. A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
  19. Translating scientific Latin texts with artificial intelligence: the works of Euler and contemporaries
  20. Human in the AI loop via xAI and Active Learning for Visual Inspection
  21. Using BOLD-fMRI to Compute the Respiration Volume per Time (RTV) and Respiration Variation (RV) with Convolutional Neural Networks (CNN) in the Human Connectome Development Cohort
  22. Classification of sleep stages from EEG, EOG and EMG signals by SSNet
  23. Origami Single-end Capacitive Sensing for Continuous Shape Estimation of Morphing Structures
  24. Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks
  25. A physics-constrained machine learning method for mapping gapless land surface temperature
  26. A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
  27. Fraunhofer SIT at CheckThat! 2023: Tackling Classification Uncertainty Using Model Souping on the Example of Check-Worthiness Classification
  28. Multi-Predictor Fusion: Combining Learning-based and Rule-based Trajectory Predictors
  29. Learning Multi-Agent Communication with Contrastive Learning
  30. Multi-Task Learning Improves Performance In Deep Argument Mining Models
  31. Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part II -- Clustering Extremely High-Dimensional Grid-Based Data
  32. In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes
  33. Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part I -- Analysis with a Small Sample Size
  34. Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives
  35. Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference
  36. ALBERTI, a Multilingual Domain Specific Language Model for Poetry Analysis
  37. Systematic Bias in Sample Inference and its Effect on Machine Learning
  38. Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms
  39. Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation
  40. Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
  41. A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series
  42. Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
  43. Efficient Determination of Safety Requirements for Perception Systems
  44. Multilingual Language Models are not Multicultural: A Case Study in Emotion
  45. Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach
  46. A Strong Baseline for Point Cloud Registration via Direct Superpoints Matching
  47. Adaptive Principal Component Regression with Applications to Panel Data
  48. Learning Generic Solutions for Multiphase Transport in Porous Media via the Flux Functions Operator
  49. Patch-CNN: Training data-efficient deep learning for high-fidelity diffusion tensor estimation from minimal diffusion protocols
  50. Robust Uncertainty Estimation for Classification of Maritime Objects
  51. Semantic enrichment towards efficient speech representations
  52. Density-based Feasibility Learning with Normalizing Flows for Introspective Robotic Assembly
  53. Self-Tuning PID Control via a Hybrid Actor-Critic-Based Neural Structure for Quadcopter Control
  54. Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems
  55. A numerical algorithm for attaining the Chebyshev bound in optimal learning
  56. Reliable AI: Does the Next Generation Require Quantum Computing?
  57. The Evolution of Substance Use Coverage in the Philadelphia Inquirer
  58. Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems
  59. Fighting the disagreement in Explainable Machine Learning with consensus
  60. Normalized mutual information is a biased measure for classification and community detection
  61. MWPRanker: An Expression Similarity Based Math Word Problem Retriever
  62. Learning Difference Equations with Structured Grammatical Evolution for Postprandial Glycaemia Prediction
  63. Dynamical Graph Echo State Networks with Snapshot Merging for Dissemination Process Classification
  64. Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch
  65. Internet of Things Fault Detection and Classification via Multitask Learning
  66. RobustL2S: Speaker-Specific Lip-to-Speech Synthesis exploiting Self-Supervised Representations
  67. Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data
  68. A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms
  69. Large Language and Text-to-3D Models for Engineering Design Optimization
  70. EmoGen: Eliminating Subjective Bias in Emotional Music Generation
  71. ESGCN: Edge Squeeze Attention Graph Convolutional Network for Traffic Flow Forecasting
  72. vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
  73. Alert-ME: An Explainability-Driven Defense Against Adversarial Examples in Transformer-Based Text Classification
  74. INGB: Informed Nonlinear Granular Ball Oversampling Framework for Noisy Imbalanced Classification
  75. ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning
  76. NeuBTF: Neural fields for BTF encoding and transfer
  77. Improved sampling via learned diffusions
  78. Segment Anything Meets Point Tracking
  79. Trainable Transformer in Transformer
  80. SAMAug: Point Prompt Augmentation for Segment Anything Model
  81. Fitting an ellipsoid to a quadratic number of random points
  82. PlanE: Representation Learning over Planar Graphs
  83. Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space
  84. Quantum Neural Estimation of Entropies
  85. Online nearest neighbor classification
  86. Analyzing and Improving Greedy 2-Coordinate Updates for Equality-Constrained Optimization via Steepest Descent in the 1-Norm
  87. Don't freeze: Finetune encoders for better Self-Supervised HAR
  88. Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows
  89. Improving Language Plasticity via Pretraining with Active Forgetting
  90. Soft Gripping: Specifying for Trustworthiness
  91. Theory of Mind as Intrinsic Motivation for Multi-Agent Reinforcement Learning
  92. A novel approach for predicting epidemiological forecasting parameters based on real-time signals and Data Assimilation
  93. AVSegFormer: Audio-Visual Segmentation with Transformer
  94. Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking
  95. ChatGPT vs. Google: A Comparative Study of Search Performance and User Experience
  96. Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction
  97. Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning Method for SAM Using Multimodal Brain MR Images
  98. Artifacts Mapping: Multi-Modal Semantic Mapping for Object Detection and 3D Localization
  99. MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes
  100. Sampling the lattice Nambu-Goto string using Continuous Normalizing Flows
All 201
  1. Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis
  2. MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
  3. UW-ProCCaps: UnderWater Progressive Colourisation with Capsules
  4. Streamlined Lensed Quasar Identification in Multiband Images via Ensemble Networks
  5. Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
  6. Some challenges of calibrating differentiable agent-based models
  7. Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities
  8. Analyzing Multiple-Choice Reading and Listening Comprehension Tests
  9. What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
  10. NeSS-ST: Detecting Good and Stable Keypoints with a Neural Stability Score and the Shi-Tomasi Detector
  11. Localized Questions in Medical Visual Question Answering
  12. PIGNet2: A Versatile Deep Learning-based Protein-Ligand Interaction Prediction Model for Binding Affinity Scoring and Virtual Screening
  13. The ROAD to discovery: machine learning-driven anomaly detection in radio astronomy spectrograms
  14. ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning
  15. Transport meets Variational Inference: Controlled Monte Carlo Diffusions
  16. Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning
  17. Cross-modal Place Recognition in Image Databases using Event-based Sensors
  18. Vector Quantile Regression on Manifolds
  19. Temporal Graph Benchmark for Machine Learning on Temporal Graphs
  20. SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation
  21. Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data
  22. Estimating Post-OCR Denoising Complexity on Numerical Texts
  23. CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement
  24. A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms
  25. Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach
  26. Pareto optimal proxy metrics
  27. RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation
  28. Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning
  29. Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learning
  30. Predicting beauty, liking, and aesthetic quality: A comparative analysis of image databases for visual aesthetics research
  31. Autism Spectrum Disorder Classification with Interpretability in Children based on Structural MRI Features Extracted using Contrastive Variational Autoencoder
  32. Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions
  33. MoVie: Visual Model-Based Policy Adaptation for View Generalization
  34. REAL: A Representative Error-Driven Approach for Active Learning
  35. OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis
  36. Challenges in Domain-Specific Abstractive Summarization and How to Overcome them
  37. Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search
  38. HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection
  39. Towards Explainable AI for Channel Estimation in Wireless Communications
  40. OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis
  41. Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration
  42. Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines
  43. A large calcium-imaging dataset reveals a systematic V4 organization for natural scenes
  44. Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution
  45. Semi-supervised multi-view concept decomposition
  46. Achieving Stable Training of Reinforcement Learning Agents in Bimodal Environments through Batch Learning
  47. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews
  48. Why do CNNs excel at feature extraction? A mathematical explanation
  49. Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications
  50. Enhancing the Robustness of QMIX against State-adversarial Attacks
  51. An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography
  52. Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks
  53. Fixing confirmation bias in feature attribution methods via semantic match
  54. Synthesis of Contrast-Enhanced Breast MRI Using Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism
  55. Mega-cities dominate China's urban greening
  56. Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation
  57. An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis
  58. Augmenting Deep Learning Adaptation for Wearable Sensor Data through Combined Temporal-Frequency Image Encoding
  59. Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition
  60. Exploring the Multi-modal Demand Dynamics During Transport System Disruptions
  61. End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers
  62. MADS: Modulated Auto-Decoding SIREN for time series imputation
  63. Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting
  64. A Survey on Graph Classification and Link Prediction based on GNN
  65. Thompson Sampling under Bernoulli Rewards with Local Differential Privacy
  66. CardiGraphormer: Unveiling the Power of Self-Supervised Learning in Revolutionizing Drug Discovery
  67. Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding
  68. OpenSiteRec: An Open Dataset for Site Recommendation
  69. Review of Large Vision Models and Visual Prompt Engineering
  70. VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder
  71. VINECS: Video-based Neural Character Skinning
  72. Surgical fine-tuning for Grape Bunch Segmentation under Visual Domain Shifts
  73. Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts
  74. Engression: Extrapolation through the Lens of Distributional Regression
  75. Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning
  76. Understanding the Transferability of Representations via Task-Relatedness
  77. Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views
  78. Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
  79. SketchMetaFace: A Learning-based Sketching Interface for High-fidelity 3D Character Face Modeling
  80. Evaluating Shutdown Avoidance of Language Models in Textual Scenarios
  81. Monte Carlo Policy Gradient Method for Binary Optimization
  82. ContextSpeech: Expressive and Efficient Text-to-Speech for Paragraph Reading
  83. GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds
  84. CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction
  85. Hierarchical Open-vocabulary Universal Image Segmentation
  86. Learning Degradation-Independent Representations for Camera ISP Pipelines
  87. Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages
  88. Structured Network Pruning by Measuring Filter-wise Interactions
  89. Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps
  90. Graph-level Anomaly Detection via Hierarchical Memory Networks
  91. Population Age Group Sensitivity for COVID-19 Infections with Deep Learning
  92. Feasibility of Universal Anomaly Detection without Knowing the Abnormality in Medical Images
  93. UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input
  94. Novelty and Lifted Helpful Actions in Generalized Planning
  95. On the choice of training data for machine learning of geostrophic mesoscale turbulence
  96. An End-to-End Multi-Module Audio Deepfake Generation System for ADD Challenge 2023
  97. LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion
  98. Neural Polytopes
  99. SSC3OD: Sparsely Supervised Collaborative 3D Object Detection from LiDAR Point Clouds
  100. Worth of knowledge in deep learning
  101. Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation