mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 20 Nov 2023

244 papers

  1. Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving CarsEnd-to-end autonomous driving → Reinforcement learning for driving
  2. Ontological Reasoning over Shy and Warded Datalog+/- for Streaming-based Architectures (technical report)LLM reasoning → Test-time compute and efficient thinking
  3. NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image GenerationDiffusion models → Image generation, text-to-image and editing
  4. Applications of Large Scale Foundation Models for Autonomous DrivingEnd-to-end autonomous driving → Large language models for driving
  5. Concept Sliders: LoRA Adaptors for Precise Control in Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  6. FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud GenerationDiffusion models → 3D, point cloud and scene generation
  7. Pyramid Diffusion for Fine 3D Large Scene GenerationDiffusion models → 3D, point cloud and scene generation
  8. FreeKD: Knowledge Distillation via Semantic Frequency PromptKnowledge distillation → General knowledge distillation methods
  9. Fast Controllable Diffusion Models for Undersampled MRI ReconstructionDiffusion models → Medical imaging and segmentation
  10. BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive LearningLLM safety and security → Backdoor and data poisoning attacks
  11. GPT-4V(ision) for Robotics: Multimodal Task Planning from Human DemonstrationMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  12. Multi-Agent Strategy Explanations for Human-Robot CollaborationLLM agents and tool use → General LLM agent frameworks and benchmarks
  13. An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image SynthesisDiffusion models → Image generation, text-to-image and editing
  14. LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual DescriptionsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  15. LION : Empowering Multimodal Large Language Model with Dual-Level Visual KnowledgeMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  16. Evil Geniuses: Delving into the Safety of LLM-based AgentsLLM agents and tool use → Agent threats, guardrails and governance
  17. DocPedia: Unleashing the Power of Large Multimodal Model in the Frequency Domain for Versatile Document UnderstandingMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  18. Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language AgentsLLM reasoning → Prompting and chain-of-thought reasoning +1
  19. Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI SystemsLLM safety and security → Backdoor and data poisoning attacks
  20. MUVO: A Multimodal Generative World Model for Autonomous Driving with Geometric RepresentationsWorld models → World models for autonomous driving +1
  21. Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPsKnowledge distillation → Graph neural network distillation
  22. Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion ModelDiffusion models → Inverse problems and image restoration
  23. Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion ModelsDiffusion models → Medical imaging and segmentation
  24. Deep Equilibrium Diffusion Restoration with Parallel SamplingDiffusion models → Inverse problems and image restoration
  25. Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask QuestionsLLM reasoning → Multimodal reasoning
  26. Advancing Urban Renewal: An Automated Approach to Generating Historical Arcade Facades with Stable Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  27. InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language ModelsLLM reasoning → Multimodal reasoning +1
  28. Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context LearningRetrieval-augmented generation → Generation and context integration
  29. Assessing Prompt Injection Risks in 200+ Custom GPTsLLM safety and security → Prompt injection and agent security
  30. Multi-teacher Distillation for Multilingual Spelling CorrectionKnowledge distillation → Knowledge distillation for LLMs
  31. Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual InformationLLM safety and security → Jailbreaking
  32. What's left can't be right -- The remaining positional incompetence of contrastive vision-language modelsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  33. Alpha-wolves and Alpha-mammals: Exploring Dictionary Attacks on Iris Recognition Systems
  34. An annotated grain kernel image database for visual quality inspection
  35. NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation
  36. Applying Machine Learning Models on Metrology Data for Predicting Device Electrical Performance
  37. A Compact LSTM-SVM Fusion Model for Long-Duration Cardiovascular Diseases Detection
  38. hvEEGNet: exploiting hierarchical VAEs on EEG data for neuroscience applications
  39. Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning
  40. Evolutionary Machine Learning and Games
  41. Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce
  42. Coarse-Grained Configurational Polymer Fingerprints for Property Prediction using Machine Learning
  43. MemoryCompanion: A Smart Healthcare Solution to Empower Efficient Alzheimer's Care Via Unleashing Generative AI
  44. App for Resume-Based Job Matching with Speech Interviews and Grammar Analysis: A Review
  45. Optimal strategies to perform multilingual analysis of social content for a novel dataset in the tourism domain
  46. Identifying percolation phase transitions with unsupervised learning based on largest clusters
  47. Identifying DNA Sequence Motifs Using Deep Learning
  48. Weak-Form Latent Space Dynamics Identification
  49. MiniAnDE: a reduced AnDE ensemble to deal with microarray data
  50. Adaptive Bayesian Learning with Action and State-Dependent Signal Variance
  51. Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification
  52. SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering
  53. Provable Representation with Efficient Planning for Partial Observable Reinforcement Learning
  54. InteraSSort: Interactive Assortment Planning Using Large Language Models
  55. Improvements in Interlayer Pipelining of CNN Accelerators Using Genetic Algorithms
  56. Unifying Corroborative and Contributive Attributions in Large Language Models
  57. Data-Guided Regulator for Adaptive Nonlinear Control
  58. HandSight: DeCAF & Improved Fisher Vectors to Classify Clothing Color and Texture with a Finger-Mounted Camera
  59. Fast Inner-Product Algorithms and Architectures for Deep Neural Network Accelerators
  60. Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication
  61. Random Fourier Signature Features
  62. Defense semantics of argumentation: revisit
  63. Nepotistically Trained Generative-AI Models Collapse
  64. Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation
  65. PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics
  66. DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
  67. Disentangling Structure and Appearance in ViT Feature Space
  68. ChatGPT and post-test probability
  69. Common (good) practices measuring trust in HRI
  70. Leveraging Closed-Access Multilingual Embedding for Automatic Sentence Alignment in Low Resource Languages
  71. LABELMAKER: Automatic Semantic Label Generation from RGB-D Trajectories
  72. Node Classification in Random Trees
  73. Creating Temporally Correlated High-Resolution Profiles of Load Injection Using Constrained Generative Adversarial Networks
  74. Quantum Inception Score
  75. ChemScraper: Leveraging PDF Graphics Instructions for Molecular Diagram Parsing
  76. Conditional Modeling Based Automatic Video Summarization
  77. Model-aware 3D Eye Gaze from Weak and Few-shot Supervisions
  78. User-Like Bots for Cognitive Automation: A Survey
  79. Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion
  80. Teaching Robots to Build Simulations of Themselves
  81. Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney
  82. Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models
  83. Mixing-Denoising Generalizable Occupancy Networks
  84. DAS: A Deformable Attention to Capture Salient Information in CNNs
  85. Explaining Deep Learning Models for Age-related Gait Classification based on time series acceleration
  86. PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data
  87. Robust MAE-Driven NAS: From Mask Reconstruction to Architecture Innovation
  88. ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
  89. PanBench: Towards High-Resolution and High-Performance Pansharpening
  90. Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging
  91. Leveraging healthy population variability in deep learning unsupervised anomaly detection in brain FDG PET
  92. Balancing Efficiency and Quality: MoEISR for Arbitrary-Scale Image Super-Resolution
  93. Towards Few-shot Out-of-Distribution Detection
  94. Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
  95. PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
  96. LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
  97. GPQA: A Graduate-Level Google-Proof Q&A Benchmark
  98. Steering Responsible AI: A Case for Algorithmic Pluralism
  99. Risk-averse Batch Active Inverse Reward Design
  100. BrainWash: A Poisoning Attack to Forget in Continual Learning
All 244
  1. Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis
  2. Machine-Learned Atomic Cluster Expansion Potentials for Fast and Quantum-Accurate Thermal Simulations of Wurtzite AlN
  3. Categorizing the Visual Environment and Analyzing the Visual Attention of Dogs
  4. H-COAL: Human Correction of AI-Generated Labels for Biomedical Named Entity Recognition
  5. Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on Faces
  6. On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software
  7. Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues
  8. Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting
  9. Adaptive Training Distributions with Scalable Online Bilevel Optimization
  10. LiDAR-HMR: 3D Human Mesh Recovery from LiDAR
  11. SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks
  12. Automatic Analysis of Substantiation in Scientific Peer Reviews
  13. Provably Efficient CVaR RL in Low-rank MDPs
  14. What Can AutoML Do For Continual Learning?
  15. NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation
  16. Correlated Attention in Transformers for Multivariate Time Series
  17. FinanceBench: A New Benchmark for Financial Question Answering
  18. Estimation of entropy-regularized optimal transport maps between non-compactly supported measures
  19. Ovarian Cancer Data Analysis using Deep Learning: A Systematic Review from the Perspectives of Key Features of Data Analysis and AI Assurance
  20. Deep Calibration of Market Simulations using Neural Density Estimators and Embedding Networks
  21. Certification of Distributional Individual Fairness
  22. Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning
  23. Continual Learning: Applications and the Road Forward
  24. Real-Time Surface-to-Air Missile Engagement Zone Prediction Using Simulation and Machine Learning
  25. Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection
  26. Measuring and Mitigating Biases in Motor Insurance Pricing
  27. AMES: A Differentiable Embedding Space Selection Framework for Latent Graph Inference
  28. SniffyArt: The Dataset of Smelling Persons
  29. Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review
  30. Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
  31. Forward Gradients for Data-Driven CFD Wall Modeling
  32. Training robust and generalizable quantum models
  33. Towards Exploratory Reformulation of Constraint Models
  34. Analyzing Emissions and Energy Efficiency at Unsignalized Real-world Intersections Under Mixed Traffic Control
  35. VLM-Eval: A General Evaluation on Video Large Language Models
  36. GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding
  37. Establishing Central Sensitization Inventory Cut-off Values in patients with Chronic Low Back Pain by Unsupervised Machine Learning
  38. Generating Valid and Natural Adversarial Examples with Large Language Models
  39. FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding
  40. Asynchronous Bioplausible Neuron for SNN for Event Vision
  41. Deep learning complete intersection Calabi-Yau manifolds
  42. Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses
  43. Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
  44. Towards Human-Level Text Coding with LLMs: The Case of Fatherhood Roles in Public Policy Documents
  45. High Probability Guarantees for Random Reshuffling
  46. Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
  47. System 2 Attention (is something you might need too)
  48. Few-shot Multispectral Segmentation with Representations Generated by Reinforcement Learning
  49. Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning
  50. Neural Graph Collaborative Filtering Using Variational Inference
  51. Zero redundancy distributed learning with differential privacy
  52. Cross-View Graph Consistency Learning for Invariant Graph Representations
  53. Generalized super-resolution 4D Flow MRI unicodex2013 using ensemble learning to extend across the cardiovascular system
  54. CrackCLF: Automatic Pavement Crack Detection based on Closed-Loop Feedback
  55. Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
  56. Improving Real Estate Appraisal with POI Integration and Areal Embedding
  57. Large Language Models and Explainable Law: a Hybrid Methodology
  58. LogLead -- Fast and Integrated Log Loader, Enhancer, and Anomaly Detector
  59. Robot Hand-Eye Calibration using Structure-from-Motion
  60. Age-Friendly Route Planner: Calculating Comfortable Routes for Senior Citizens
  61. Neural Dynamical Operator: Continuous Spatial-Temporal Model with Gradient-Based and Derivative-Free Optimization Methods
  62. Approximate Linear Programming for Decentralized Policy Iteration in Cooperative Multi-agent Markov Decision Processes
  63. Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks
  64. Multimodal deep learning for mapping forest dominant height by fusing GEDI with earth observation data
  65. Responsible AI Research Needs Impact Statements Too
  66. Intelligent methods for business rule processing: State-of-the-art
  67. Practical cross-sensor color constancy using a dual-mapping strategy
  68. Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
  69. Non-Contact NIR PPG Sensing through Large Sequence Signal Regression
  70. LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis
  71. A Large-Scale Car Parts (LSCP) Dataset for Lightweight Fine-Grained Detection
  72. AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems
  73. A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
  74. ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
  75. Fuzzy Information Seeded Region Growing for Automated Lesions After Stroke Segmentation in MR Brain Images
  76. Leveraging Uncertainty Estimates To Improve Classifier Performance
  77. Sparse4D v3: Advancing End-to-End 3D Detection and Tracking
  78. Can we infer the presence of Differential Privacy in Deep Learning models' weights? Towards more secure Deep Learning
  79. On the Importance of Large Objects in CNN Based Object Detection Algorithms
  80. Control in Hybrid Chatbots
  81. GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
  82. Cut-and-Paste: Subject-Driven Video Editing with Attention Control
  83. Sparse Low-rank Adaptation of Pre-trained Language Models
  84. Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement
  85. Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer
  86. Towards Robust Text Retrieval with Progressive Learning
  87. Refactoring Programs Using Large Language Models with Few-Shot Examples
  88. Causal Structure Learning Supervised by Large Language Model
  89. Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation
  90. SIAM: A Simple Alternating Mixer for Video Prediction
  91. PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification
  92. OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning
  93. Enhanced Spatio-Temporal Context for Temporally Consistent Robust 3D Human Motion Recovery from Monocular Videos
  94. MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features
  95. Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images
  96. Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System
  97. Web News Timeline Generation with Extended Task Prompting
  98. Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data
  99. Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning
  100. Unraveling the Control Engineer's Craft with Neural Networks
  101. Video Face Re-Aging: Toward Temporally Consistent Face Re-Aging
  102. Incorporating LLM Priors into Tabular Learners
  103. A novel transformer-based approach for soil temperature prediction
  104. Semantic-Preserved Point-based Human Avatar
  105. Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks
  106. Machine learning-based malware detection for IoT devices using control-flow data
  107. CurriculumLoc: Enhancing Cross-Domain Geolocalization through Multi-Stage Refinement
  108. A Multi-In-Single-Out Network for Video Frame Interpolation without Optical Flow
  109. Addressing the Length Bias Problem in Document-Level Neural Machine Translation
  110. Predicting urban tree cover from incomplete point labels and limited background information
  111. DesignGPT: Multi-Agent Collaboration in Design
  112. LDConv: Linear deformable convolution for improving convolutional neural networks
  113. How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction
  114. SeaDSC: A video-based unsupervised method for dynamic scene change detection in unmanned surface vehicles
  115. A 3D Multi-Style Cross-Modality Segmentation Framework for Segmenting Vestibular Schwannoma and Cochlea
  116. Testing multivariate normality by testing independence
  117. Decoupled DETR For Few-shot Object Detection
  118. Does complimentary information from multispectral imaging improve face presentation attack detection?
  119. KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
  120. A Deep-Genetic Algorithm (Deep-GA) Approach for High-Dimensional Nonlinear Parabolic Partial Differential Equations
  121. Replay-enhanced Continual Reinforcement Learning
  122. NePF: Neural Photon Field for Single-Stage Inverse Rendering
  123. Exploring Prompting Large Language Models as Explainable Metrics
  124. Unearthing Common Inconsistency for Generalisable Deepfake Detection
  125. Which AI Technique Is Better to Classify Requirements? An Experiment with SVM, LSTM, and ChatGPT
  126. Understanding Variation in Subpopulation Susceptibility to Poisoning Attacks
  127. Data-driven project planning: An integrated network learning and constraint relaxation approach in favor of scheduling
  128. A New Approach to Intuitionistic Fuzzy Decision Making Based on Projection Technology and Cosine Similarity Measure
  129. ADAPTER-RL: Adaptation of Any Agent using Reinforcement Learning
  130. Event Camera Data Dense Pre-training
  131. Fine-Tuning Adaptive Stochastic Optimizers: Determining the Optimal Hyperparameter ε via Gradient Magnitude Histogram Analysis
  132. Generalized Category Discovery in Semantic Segmentation
  133. Liver Tumor Prediction with Advanced Attention Mechanisms Integrated into a Depth-Based Variant Search Algorithm
  134. GPT in Data Science: A Practical Exploration of Model Selection
  135. Seeing through the Mask: Multi-task Generative Mask Decoupling Face Recognition
  136. MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
  137. On the Relationship Between Interpretability and Explainability in Machine Learning
  138. An NMF-Based Building Block for Interpretable Neural Networks With Continual Learning
  139. A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
  140. Meta Prompting for AI Systems
  141. Empowering remittance management in the digitised landscape: A real-time Data-Driven Decision Support with predictive abilities for financial transactions
  142. Gaussian Interpolation Flows
  143. CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection
  144. Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens