mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 16 May 2024

248 papers

  1. Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion ModelsDiffusion models → Flow matching, time series and science
  2. Can formal argumentative reasoning enhance LLMs performances?LLM reasoning → Reasoning for agents, planning and code
  3. Leveraging Human Revisions for Improving Text-to-Layout ModelsLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  4. Flow Score Distillation for Diverse Text-to-3D GenerationDiffusion models → 3D, point cloud and scene generation
  5. Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail PromotionsDeep reinforcement learning methods → Adversarial robustness and RL in finance
  6. Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  7. Thinking Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language ModelsLLM reasoning → Prompting and chain-of-thought reasoning
  8. Data Selection for Transfer UnlearningLLM safety and security → Machine unlearning
  9. Augmenting Lateral Thinking in Language Models with Humor and Riddle Data for the BRAINTEASER TaskLLM reasoning → Prompting and chain-of-thought reasoning
  10. Reinforcement learningDeep reinforcement learning methods → RL for robot navigation and UAV control
  11. Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion ModelLLM reasoning → Multimodal reasoning +1
  12. CAT3D: Create Anything in 3D with Multi-View Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  13. UniRAG: Universal Retrieval Augmentation for Large Vision Language ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  14. Stochastic Q-learning for Large Discrete Action SpacesDeep reinforcement learning methods → RL theory and sample complexity
  15. Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  16. Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement LearningLLM reasoning → Multimodal reasoning +2
  17. FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language modelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  18. When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language ModelsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  19. A Systematic Evaluation of Large Language Models for Natural Language Generation TasksLLM reasoning → Reasoning benchmarks and evaluation
  20. PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text RetrievalMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  21. Speaker Verification in Agent-Generated ConversationsLLM agents and tool use → General LLM agent frameworks and benchmarks
  22. Red Teaming Language Models for Processing Contradictory DialoguesLLM safety and security → Prompt injection and agent security
  23. Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue GenerationKnowledge distillation → Multimodal distillation
  24. MarkLLM: An Open-Source Toolkit for LLM WatermarkingLLM safety and security → Watermarking generated content and models
  25. Optimizing Search and Rescue UAV Connectivity in Challenging Terrain through Multi Q-LearningDeep reinforcement learning methods → RL for robot navigation and UAV control
  26. RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image DehazingState-space sequence models (S4, Mamba) → Point clouds, detection and remote sensing
  27. Frequency-Domain Refinement with Multiscale Diffusion for Super ResolutionDiffusion models → Inverse problems and image restoration
  28. Reward CenteringDeep reinforcement learning methods → Deep RL algorithms and representations
  29. Generative Design through Quality-Diversity Data Synthesis and Language ModelsSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  30. VirtualModel: Generating Object-ID-retentive Human-object Interaction Image by Diffusion Model for E-commerce MarketingDiffusion models → 3D, point cloud and scene generation
  31. Adversarial Robustness for Visual Grounding of Multimodal Large Language ModelsMultimodal LLMs / vision-language models → MLLM jailbreaks and adversarial robustness
  32. Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion ModelsDiffusion models → Audio, speech and music
  33. DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy ProtectionDiffusion models → Robustness, privacy and adversarial aspects
  34. Generative Unlearning for Any IdentityLLM safety and security → Vision-language and text-to-image safety
  35. Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent DiffusionDiffusion models → 3D, point cloud and scene generation
  36. IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation ModelState-space sequence models (S4, Mamba) → Hyperspectral image analysis with Mamba
  37. Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion SamplingDiffusion models → Diffusion for compression and wireless
  38. Box-Free Model Watermarks Are Prone to Black-Box Removal AttacksLLM safety and security → Watermarking generated content and models
  39. Enhancing Semantics in Multimodal Chain of Thought via Soft Negative SamplingLLM reasoning → Multimodal reasoning
  40. SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection TasksLLM reasoning → Spatial and embodied reasoning
  41. Densely Distilling Cumulative Knowledge for Continual LearningKnowledge distillation → Distillation for continual learning
  42. A Payoff-Based Policy Gradient Method in Stochastic Games with Long-Run Average PayoffsDeep reinforcement learning methods → RL for games and combinatorial optimization
  43. LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific DiscoveryLLM reasoning → Knowledge- and tool-augmented reasoning
  44. Harmonizing Generalization and Personalization in Federated Prompt LearningMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  45. Combining RL and IL using a dynamic, performance-based modulation over learning signals and its application to local planningOffline RL and imitation learning from data → Imitation learning methods +1
  46. NIFTY Financial News Headlines DatasetLLM alignment / RLHF / preference optimisation → Preference alignment for recommenders and RAG
  47. Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-ExpertsMixture-of-experts → MoE large language models
  48. NaviSlim: Adaptive Context-Aware Navigation and Sensing via Dynamic Slimmable Networks
  49. AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale
  50. Selfsupervised learning for pathological speech detection
  51. KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery
  52. PyTorch-IE: Fast and Reproducible Prototyping for Information Extraction
  53. Luganda Speech Intent Recognition for IoT Applications
  54. Defeaters and Eliminative Argumentation in Assurance 2.0
  55. SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research
  56. Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
  57. Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features
  58. A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text
  59. Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare
  60. DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
  61. EKM: An exact, polynomial-time algorithm for the K-medoids problem
  62. Data-Driven Revenue Management for Air Cargo
  63. Large Language Models for Tuning Evolution Strategies
  64. Transcript of GPT-4 playing a rogue AGI in a Matrix Game
  65. Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
  66. Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
  67. Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection
  68. Learnable Privacy Neurons Localization in Language Models
  69. Manifold-based Incomplete Multi-view Clustering via Bi-Consistency Guidance
  70. The AI Collaborator: Bridging Human-AI Interaction in Educational and Professional Settings
  71. Participle-Prepended Nominals Have Lower Entropy Than Nominals Appended After the Participle
  72. Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types
  73. Exploring Public Attention in the Circular Economy through Topic Modelling with Twin Hyperparameter Optimisation
  74. Optimal Text-Based Time-Series Indices
  75. Dynamic In-context Learning with Conversational Models for Data Extraction and Materials Property Prediction
  76. Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI
  77. A Novel Bounding Box Regression Method for Single Object Tracking
  78. Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation
  79. Data-driven low-dimensional model of a sedimenting flexible fiber
  80. A Hybrid Framework with Large Language Models for Rare Disease Phenotyping
  81. Beyond Traditional Single Object Tracking: A Survey
  82. Positional encoding is not the same as context: A study on positional encoding for sequential recommendation
  83. Memory-efficient Energy-adaptive Inference of Pre-Trained Models on Batteryless Embedded Systems
  84. Diversity-Aware Sign Language Production through a Pose Encoding Variational Autoencoder
  85. A Reliability Theory of Compromise Decisions for Large-Scale Stochastic Programs
  86. The fast committor machine: Interpretable prediction with kernels
  87. A note on continuous-time online learning
  88. Drone-type-Set: Drone types detection benchmark for drone detection and tracking
  89. Transport based particle methods for the Fokker-Planck-Landau equation
  90. Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance
  91. Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement
  92. A Polynomial-Time Approximation for Pairwise Fair k-Median Clustering
  93. Smart Routing with Precise Link Estimation: DSEE-Based Anypath Routing for Reliable Wireless Networking
  94. Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy
  95. Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee
  96. Efficient model predictive control for nonlinear systems modelled by deep neural networks
  97. Grounded 3D-LLM with Referent Tokens
  98. Adversarial Robustness Guarantees for Quantum Classifiers
  99. RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods
  100. Monitizer: Automating Design and Evaluation of Neural Network Monitors
All 248
  1. Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
  2. Networking Systems for Video Anomaly Detection: A Tutorial and Survey
  3. AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning
  4. Machine Learning Driven Biomarker Selection for Medical Diagnosis
  5. Toon3D: Seeing Cartoons from New Perspectives
  6. Text-to-Vector Generation with Neural Path Representation
  7. TRANSIC: Sim-to-Real Policy Transfer by Learning from Online Correction
  8. How Far Are We From AGI: Are LLMs All We Need?
  9. 4D Panoptic Scene Graph Generation
  10. Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
  11. Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection
  12. HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
  13. Societal Adaptation to Advanced AI
  14. On the Uniform Convergence of Subdifferentials in Stochastic Optimization and Learning
  15. Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction
  16. Quantum Vision Transformers for Quark-Gluon Classification
  17. Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers
  18. Faces that Speak: Jointly Synthesising Talking Face and Speech from Text
  19. Pruning Federated Models through Loss Landscape Analysis and Client Agreement Scoring
  20. Sharpness-Aware Minimization in Genetic Programming
  21. A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision
  22. Architectures and random properties of symplectic quantum circuits
  23. Partially Unitary Learning
  24. Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
  25. Keep It Private: Unsupervised Privatization of Online Text
  26. Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis
  27. PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
  28. A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
  29. Towards Task-Compatible Compressible Representations
  30. DocuMint: Docstring Generation for Python using Small Language Models
  31. Influencer Cartels
  32. Random ReLU Neural Networks as Non-Gaussian Processes
  33. Scalarisation-based risk concepts for robust multi-objective optimisation
  34. ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks
  35. Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting
  36. SMLP: Symbolic Machine Learning Prover (User Manual)
  37. Causal Effects of Trigger Words in Social Media Discussions: A Large-Scale Case Study about UK Politics on Reddit
  38. CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations
  39. Building a Luganda Text-to-Speech Model From Crowdsourced Data
  40. GPT Store Mining and Analysis
  41. Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level
  42. DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
  43. Filling Missing Values Matters for Range Image-Based Point Cloud Segmentation
  44. LFED: A Literary Fiction Evaluation Dataset for Large Language Models
  45. SpecDETR: A transformer-based hyperspectral point object detection network
  46. Relational DNN Verification With Cross Executional Bound Refinement
  47. Libra: Building Decoupled Vision System on Large Language Models
  48. PL-MTEB: Polish Massive Text Embedding Benchmark
  49. Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention
  50. Turkronicles: Diachronic Resources for the Fast Evolving Turkish Language
  51. Cooperative Visual-LiDAR Extrinsic Calibration Technology for Intersection Vehicle-Infrastructure: A review
  52. StyloAI: Distinguishing AI-Generated Content with Stylometric Analysis
  53. Estimating a Function and Its Derivatives Under a Smoothness Condition
  54. Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays
  55. Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks
  56. A novel Reservoir Architecture for Periodic Time Series Prediction
  57. The Effect of Quantization in Federated Learning: A R'enyi Differential Privacy Perspective
  58. LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting
  59. Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
  60. An Integrated Framework for Multi-Granular Explanation of Video Summarization
  61. HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
  62. MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations
  63. A finite-sample generalization bound for stable LPV systems
  64. SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
  65. A Preprocessing and Postprocessing Voxel-based Method for LiDAR Semantic Segmentation Improvement in Long Distance
  66. Global Benchmark Database
  67. Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and Method
  68. SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
  69. Bilateral Event Mining and Complementary for Event Stream Super-Resolution
  70. The Real Price of Bandit Information in Multiclass Classification
  71. Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
  72. Delta-rm OPE: Off-Policy Estimation with Pairs of Policies
  73. Natural Language Can Help Bridge the Sim2Real Gap
  74. Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks
  75. Machine Learning-Based Path Loss Modeling with Simplified Features
  76. ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset
  77. Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance
  78. Learning BPS Spectra and the Gap Conjecture
  79. A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification
  80. A Gaussian process model for chemoinformatics with application to the hazard classification of organic solvents
  81. Zero-Shot Hierarchical Classification on the Common Procurement Vocabulary Taxonomy
  82. FinTextQA: A Dataset for Long-form Financial Question Answering
  83. Language-Oriented Semantic Latent Representation for Image Transmission
  84. Predicting Solar Heat Production to Optimize Renewable Energy Usage
  85. KPNDepth: Depth Estimation of Lane Images under Complex Rainy Environment
  86. A Unified Deep Transfer Learning Model for Accurate IoT Localization in Diverse Environments
  87. Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound
  88. Dual-band feature selection for maturity classification of specialty crops by hyperspectral imaging
  89. Mitigating Text Toxicity with Counterfactual Generation
  90. FPDIoU Loss: A Loss Function for Efficient Bounding Box Regression of Rotated Object Detection
  91. SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
  92. DEBATE: Devil's Advocate-Based Assessment and Text Evaluation
  93. Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fr'echet Domain Distance
  94. MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection
  95. Learning from Observer Gaze:Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition
  96. Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy
  97. Infrared Adversarial Car Stickers
  98. NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
  99. Cross-sensor self-supervised training and alignment for remote sensing
  100. TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
  101. Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG
  102. A Machine Learning Approach for Simultaneous Demapping of QAM and APSK Constellations
  103. Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models
  104. Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption
  105. "Hunt Takes Hare": Theming Games Through Game-Word Vector Translation
  106. Balancing Similarity and Complementarity for Federated Learning
  107. MTLComb: multi-task learning combining regression and classification tasks for joint feature selection
  108. RoScenes: A Large-scale Multi-view 3D Dataset for Roadside Perception
  109. Deep Learning-Based Quasi-Conformal Surface Registration for Partial 3D Faces Applied to Facial Recognition
  110. Hyperplane Arrangements and Fixed Points in Iterated PWL Neural Networks
  111. Supporting Risk Management for Medical Devices via the Riskman Ontology and Shapes (Preprint)
  112. Solar multi-object multi-frame blind deconvolution with a spatially variant convolution neural emulator
  113. Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
  114. IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining
  115. Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy
  116. Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma
  117. Simultaneous Identification of Sparse Structures and Communities in Heterogeneous Graphical Models
  118. Advances in Robust Federated Learning: A Survey with Heterogeneity Considerations
  119. Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model
  120. Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
  121. *: Improving the 3D detector by introducing Voxel2Pillar feature encoding and extracting multi-scale features
  122. Parallel Backpropagation for Shared-Feature Visualization
  123. Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino Students
  124. Automating the Training and Deployment of Models in MLOps by Integrating Systems with Machine Learning
  125. Chameleon: Mixed-Modal Early-Fusion Foundation Models
  126. Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Data
  127. Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis
  128. A Generalist Model for Diverse Text-Guided Medical Image Synthesis
  129. SecureLLM: Using Compositionality to Build Provably Secure Language Models for Private, Sensitive, and Secret Data
  130. Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks
  131. Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution
  132. Many-Shot In-Context Learning in Multimodal Foundation Models
  133. Extrapolating Single-Treatment Effects Out of Factorial Experiments
  134. Human-AI Safety: A Descendant of Generative AI and Control Systems Safety
  135. LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation
  136. Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge
  137. IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
  138. Online bipartite matching with imperfect advice
  139. Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
  140. An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
  141. Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective
  142. Optimization Techniques for Sentiment Analysis Based on LLM (GPT-3)
  143. Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space
  144. Fusion Intelligence: Confluence of Natural and Artificial Intelligence for Enhanced Problem-Solving Efficiency
  145. An Autoencoder and Generative Adversarial Networks Approach for Multi-Omics Data Imbalanced Class Handling and Classification
  146. Collision Avoidance Metric for 3D Camera Evaluation
  147. Random Scaling and Momentum for Non-smooth Non-convex Optimization
  148. An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction