mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 26 Apr 2024

209 papers

  1. EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural NetworksDeep reinforcement learning methods → Deep RL algorithms and representations
  2. FashionSD-X: Multimodal Fashion Garment Synthesis using Latent DiffusionDiffusion models → 3D, point cloud and scene generation
  3. CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem SolvingLLM reasoning → Reasoning for agents, planning and code +1
  4. Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question AnsweringRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  5. Knowledge Transfer for Cross-Domain Reinforcement Learning: A Systematic ReviewDeep reinforcement learning methods → Deep RL algorithms and representations
  6. Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture AssemblyOffline RL and imitation learning from data → Robot manipulation imitation learning
  7. Center-Based Relaxed Learning Against Membership Inference AttacksLLM safety and security → Membership inference attacks
  8. Learning Manipulation Tasks in Dynamic and Shared 3D SpacesDeep reinforcement learning methods → RL for robot locomotion and manipulation
  9. BlenderAlchemy: Editing 3D Graphics with Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  10. PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery GamesLLM agents and tool use → Reinforcement learning for LLM agents
  11. MaPa: Text-driven Photorealistic Material Painting for 3D ShapesDiffusion models → 3D, point cloud and scene generation
  12. Probabilistic Inference in Language Models via Twisted Sequential Monte CarloLLM alignment / RLHF / preference optimisation → Process reward models for reasoning +1
  13. Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  14. Large Language Model Agent as a Mechanical DesignerLLM agents and tool use → Multimodal and embodied agents
  15. A Comprehensive Evaluation on Event Reasoning of Large Language ModelsLLM reasoning → Causal reasoning in LLMs
  16. Q-learning with temporal memory to navigate turbulenceDeep reinforcement learning methods → RL for robot navigation and UAV control
  17. Multi-view Image Prompted Multi-view Diffusion for Improved 3D GenerationDiffusion models → 3D, point cloud and scene generation
  18. Adaptive speed planning for Unmanned Vehicle Based on Deep Reinforcement LearningDeep reinforcement learning methods → RL for robot navigation and UAV control
  19. MV-VTON: Multi-View Virtual Try-On with Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  20. Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion ModelDiffusion models → Medical imaging and segmentation
  21. On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance SystemWorld models → World models for autonomous driving
  22. InspectorRAGet: An Introspection Platform for RAG EvaluationRetrieval-augmented generation → RAG pipeline design and evaluation
  23. A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge DistillationKnowledge distillation → Detection and dense prediction distillation
  24. Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMRetrieval-augmented generation → RAG robustness and adaptive retrieval
  25. Trinity Detector:text-assisted and attention mechanisms based spectral fusion for diffusion generation image detectionDiffusion models → Image generation, text-to-image and editing
  26. Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance AdjustmentState-space sequence models (S4, Mamba) → Mamba for medical image analysis
  27. Few-shot Calligraphy Style LearningDiffusion models → Image generation, text-to-image and editing
  28. Beyond Imitation: A Life-long Policy Learning Framework for Path Tracking Control of Autonomous DrivingEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  29. Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered ApplicationsRetrieval-augmented generation → Privacy and security of RAG
  30. An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action ForgingDeep reinforcement learning methods → RL for clinical treatment and surgery
  31. UniDebugger: Hierarchical Multi-Agent Framework for Unified Software DebuggingLLM agents and tool use → Software engineering coding agents
  32. Small Language Models Need Strong Verifiers to Self-Correct ReasoningLLM reasoning → Test-time compute and efficient thinking
  33. Examining the Legal Status of Digital Assets as Property: A Comparative Analysis of Jurisdictional Approaches
  34. LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks
  35. Algorithmic Fairness: A Tolerance Perspective
  36. Language Interaction Network for Clinical Trial Approval Estimation
  37. Enhancing Channel Estimation in Quantized Systems with a Generative Prior
  38. sDAC -- Semantic Digital Analog Converter for Semantic Communications
  39. Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics
  40. Speech Technology Services for Oral History Research
  41. Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models
  42. Text Quality-Based Pruning for Efficient Training of Language Models
  43. The Mercurial Top-Level Ontology of Large Language Models
  44. On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation
  45. Mining patterns in syntax trees to automate code reviews of student solutions for programming exercises
  46. HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models
  47. Generalised envelope spectrum-based signal-to-noise objectives: Formulation, optimisation and application for gear fault detection under time-varying speed conditions
  48. Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text
  49. Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data
  50. Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning
  51. LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
  52. Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization
  53. Generative Dataset Distillation: Balancing Global Structure and Local Details
  54. Aging Up AAC: An Introspection on Augmentative and Alternative Communication Applications for Autistic Adults
  55. Boltzmann State-Dependent Rationality
  56. Lessons from Deploying CropFollow++: Under-Canopy Agricultural Navigation with Keypoints
  57. Airlift Challenge: A Competition for Optimizing Cargo Delivery
  58. Lower Bounds for Private Estimation of Gaussian Covariance Matrices under All Reasonable Parameter Regimes
  59. Low-rank Matrix Bandits with Heavy-tailed Rewards
  60. SPLICE -- Streamlining Digital Pathology Image Processing
  61. Embedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning in Particle Detector Readout
  62. Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers
  63. Enhancing Track Management Systems with Vehicle-To-Vehicle Enabled Sensor Fusion
  64. A Biased Estimator for MinMax Sampling and Distributed Aggregation
  65. Seizing the Means of Production: Exploring the Landscape of Crafting, Adapting and Navigating Generative AI Models in the Visual Arts
  66. Energy Storage Arbitrage in Two-settlement Markets: A Transformer-Based Approach
  67. Federated Learning for Blind Image Super-Resolution
  68. SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals
  69. Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events
  70. Hard ASH: Sparsity and the right optimizer make a continual learner
  71. Consolidating LAMA with Best-First Width Search
  72. A Conditional Independence Test in the Presence of Discretization
  73. Empowering Large Language Models for Textual Data Augmentation
  74. Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank
  75. Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land
  76. Attention-aware non-rigid image registration for accelerated MR imaging
  77. Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces
  78. Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning
  79. DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting
  80. Quantum Patch-Based Autoencoder for Anomaly Segmentation
  81. MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations
  82. Regression of Dense Distortion Field from a Single Fingerprint Image
  83. CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning
  84. Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos
  85. ChangeBind: A Hybrid Change Encoder for Remote Sensing Change Detection
  86. An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
  87. Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems
  88. Federated Transfer Component Analysis Towards Effective VNF Profiling
  89. A Semi-Automatic Approach to Create Large Gender- and Age-Balanced Speaker Corpora: Usefulness of Speaker Diarization & Identification
  90. Using Neural Implicit Flow To Represent Latent Dynamics Of Canonical Systems
  91. Geometry-aware Reconstruction and Fusion-refined Rendering for Generalizable Neural Radiance Fields
  92. On the Use of Large Language Models to Generate Capability Ontologies
  93. Enhancing Legal Compliance and Regulation Analysis with Large Language Models
  94. Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations
  95. Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks
  96. Constrained Neural Networks for Interpretable Heuristic Creation to Optimise Computer Algebra Systems
  97. HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
  98. Inhomogeneous illumination image enhancement under ex-tremely low visibility condition
  99. Learning text-to-video retrieval from image captioning
  100. Causally Abstracted Multi-armed Bandits
All 209
  1. Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation
  2. Low Cost Machine Vision for Insect Classification
  3. Conformal Prediction with Learned Features
  4. TextGaze: Gaze-Controllable Face Generation with Natural Language
  5. Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention
  6. Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation
  7. ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations
  8. CEval: A Benchmark for Evaluating Counterfactual Text Generation
  9. FTL: Transfer Learning Nonlinear Plasma Dynamic Transitions in Low Dimensional Embeddings via Deep Neural Networks
  10. Fast Abstracts and Student Forum Proceedings -- EDCC 2024 -- 19th European Dependable Computing Conference
  11. Bayesian Federated Inference for Survival Models
  12. Multi-layer random features and the approximation power of neural networks
  13. Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System
  14. Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond
  15. A Continuous Relaxation for Discrete Bayesian Optimization
  16. Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
  17. "ChatGPT Is Here to Help, Not to Replace Anybody" -- An Evaluation of Students' Opinions On Integrating ChatGPT In CS Courses
  18. Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
  19. Real-World Deployment of a Hierarchical Uncertainty-Aware Collaborative Multiagent Planning System
  20. PromptCIR: Blind Compressed Image Restoration with Prompt Learning
  21. Separation capacity of linear reservoirs with random connectivity matrix
  22. Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection
  23. One-Shot Image Restoration
  24. Evaluation of Geographical Distortions in Language Models
  25. Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement
  26. Evaluations of Machine Learning Privacy Defenses are Misleading
  27. Online Policy Learning and Inference by Matrix Completion
  28. Child Speech Recognition in Human-Robot Interaction: Problem Solved?
  29. M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training
  30. How Could AI Support Design Education? A Study Across Fields Fuels Situating Analytics
  31. Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows
  32. Quantum Adjoint Convolutional Layers for Effective Data Representation
  33. Estimating the Robustness Radius for Randomized Smoothing with 100× Sample Efficiency
  34. Assessing the Potential of AI for Spatially Sensitive Nature-Related Financial Risks
  35. Similarity Equivariant Graph Neural Networks for Homogenization of Metamaterials
  36. UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning
  37. Adversarial Consistency and the Uniqueness of the Adversarial Bayes Classifier
  38. Fast Evaluation of Additive Kernels: Feature Arrangement, Fourier Methods, and Kernel Derivatives
  39. A Bionic Natural Language Parser Equivalent to a Pushdown Automaton
  40. From Multiple-Choice to Extractive QA: A Case Study for English and Arabic
  41. Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning
  42. Metronome: tracing variation in poetic meters via local sequence alignment
  43. Introducing cosmosGPT: Monolingual Training for Turkish Language Models
  44. Dense Road Surface Grip Map Prediction from Multimodal Image Data
  45. A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories
  46. Certified MaxSAT Preprocessing
  47. Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning
  48. Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
  49. Lazy Data Practices Harm Fairness Research
  50. When to Trust LLMs: Aligning Confidence with Response Quality
  51. Machine Learning based prediction of Vanadium Redox Flow Battery temperature rise under different charge-discharge conditions
  52. Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data
  53. Adversarial Reweighting with α-Power Maximization for Domain Adaptation
  54. 3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting
  55. SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes
  56. Weakly Supervised Training for Hologram Verification in Identity Documents
  57. Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition
  58. Camera Motion Estimation from RGB-D-Inertial Scene Flow
  59. Making Better Use of Unlabelled Data in Bayesian Active Learning
  60. Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting
  61. Binarizing Documents by Leveraging both Space and Frequency
  62. ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification Fashion
  63. Enhancing Privacy and Security of Autonomous UAV Navigation
  64. SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer Retrieval
  65. Prompting Techniques for Reducing Social Bias in LLMs through System 1 and System 2 Cognitive Processes
  66. Cycling into the workshop: predictive maintenance for Barcelona's bike-sharing system
  67. Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot
  68. SLAM for Indoor Mapping of Wide Area Construction Environments
  69. Scrutinizing Data from Sky: An Examination of Its Veracity in Area Based Traffic Contexts
  70. Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time
  71. Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer
  72. Self-supervised visual learning in the low-data regime: a comparative evaluation
  73. TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya
  74. MCSDNet: Mesoscale Convective System Detection Network via Multi-scale Spatiotemporal Information
  75. Low-Rank Knowledge Decomposition for Medical Foundation Models
  76. Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study
  77. A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition
  78. RE-RFME: Real-Estate RFME Model for customer segmentation
  79. MovieChat+: Question-aware Sparse Memory for Long Video Question Answering
  80. Optimizing Cycle Life Prediction of Lithium-ion Batteries via a Physics-Informed Model
  81. Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification
  82. Image Quality Assessment With Compressed Sampling
  83. FairGT: A Fairness-aware Graph Transformer
  84. DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs
  85. Phase-aggregated Dual-branch Network for Efficient Fingerprint Dense Registration
  86. Online Lnatural-Convex Minimization
  87. Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation
  88. CSCO: Connectivity Search of Convolutional Operators
  89. MorphText: Deep Morphology Regularized Arbitrary-shape Scene Text Detection
  90. Pose-Specific 3D Fingerprint Unfolding
  91. Direct Regression of Distortion Field from a Single Fingerprint Image
  92. On the Federated Learning Framework for Cooperative Perception
  93. Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting
  94. Quantifying Memorization and Detecting Training Data of Pre-trained Language Models using Japanese Newspaper
  95. Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
  96. Process Mining Embeddings: Learning Vector Representations for Petri Nets
  97. Deep Evidential Learning for Radiotherapy Dose Prediction
  98. Text Sentiment Analysis and Classification Based on Bidirectional Gated Recurrent Units (GRUs) Model
  99. 2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion
  100. Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs
  101. Localization of Pallets on Shelves Using Horizontal Plane Projection of a 360-degree Image
  102. MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition
  103. Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT
  104. Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis
  105. Don't Look at the Camera: Achieving Perceived Eye Contact
  106. Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting
  107. Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND
  108. CLARE: Cognitive Load Assessment in REaltime with Multimodal Data
  109. Robust and Efficient Adversarial Defense in SNNs via Image Purification and Joint Detection