mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 8 Aug 2024

229 papers

  1. Early-Exit meets Model-Distributed Inference at Edge NetworksEfficient LLM inference and serving → Early exit and edge inference
  2. BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual InversionDiffusion models → Image generation, text-to-image and editing
  3. Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence AnalysisDeep reinforcement learning methods → RL for games and combinatorial optimization
  4. Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom ExtractionRetrieval-augmented generation → Medical and biomedical RAG
  5. Zero-Shot Uncertainty Quantification using Diffusion Probabilistic ModelsDiffusion models → Diffusion foundations and sampling
  6. Understanding the Performance and Estimating the Cost of LLM Fine-TuningMixture-of-experts → Efficient MoE training and inference systems
  7. Multi-Turn Context Jailbreak Attack on Large Language Models From First PrinciplesLLM safety and security → Jailbreaking
  8. Eliminating Backdoors in Neural Code Models for Secure Code UnderstandingLLM safety and security → Backdoor and data poisoning attacks
  9. CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative DecodingEfficient LLM inference and serving → Speculative decoding
  10. Better Alignment with Instruction Back-and-Forth TranslationLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  11. Img-Diff: Contrastive Data Synthesis for Multimodal Large Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  12. Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPsOffline RL and imitation learning from data → Offline RL algorithms +1
  13. Compromesso! Italian Many-Shot Jailbreaks Undermine the Safety of Large Language ModelsLLM safety and security → Jailbreaking
  14. Model-Based Transfer Learning for Contextual Reinforcement LearningDeep reinforcement learning methods → Deep RL algorithms and representations
  15. Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive DebateLLM agents and tool use → Social simulation and multi-agent debate
  16. EARBench: Towards Evaluating Physical Risk Awareness for Task Planning of Foundation Model-based Embodied AI AgentsLLM agents and tool use → Agent threats, guardrails and governance
  17. Enhancing Robustness of Retrieval-Augmented Language Models with In-Context LearningRetrieval-augmented generation → Generation and context integration
  18. Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO DatasetLLM reasoning → Reasoning benchmarks and evaluation
  19. Non-maximizing policies that fulfill multi-criterion aspirations in expectationDeep reinforcement learning methods → RL theory and sample complexity
  20. Deep Generative Models in Robotics: A Survey on Learning from Multimodal DemonstrationsOffline RL and imitation learning from data → Robot manipulation imitation learning
  21. Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance ControlDeep reinforcement learning methods → RL for robot locomotion and manipulation
  22. KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot CoordinationDeep reinforcement learning methods → Deep RL algorithms and representations
  23. Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  24. SCOOT: SLO-Oriented Performance Tuning for LLM Inference EnginesEfficient LLM inference and serving → Serving systems and request scheduling
  25. MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model TrainingMixture-of-experts → Efficient MoE training and inference systems
  26. LaDiMo: Layer-wise Distillation Inspired MoEfierMixture-of-experts → MoE large language models
  27. Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge Distillation in Speech EnhancementKnowledge distillation → Speech and audio distillation
  28. EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  29. InstantStyleGaussian: Efficient Art Style Transfer with 3D Gaussian SplattingDiffusion models → 3D, point cloud and scene generation
  30. LLDif: Diffusion Models for Low-light Emotion RecognitionDiffusion models → Audio, speech and music
  31. Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational CurriculaLLM reasoning → Mathematical reasoning
  32. Connective Viewpoints of Signal-to-Noise Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  33. Diffusion Guided Language ModelingDiffusion models → Discrete and text diffusion
  34. Comp-LTL: Temporal Logic Planning via Zero-Shot Policy CompositionDeep reinforcement learning methods → Interpretable and logic-guided RL
  35. F1tenth Autonomous Racing With Offline Reinforcement Learning MethodsOffline RL and imitation learning from data → Imitation and offline RL for driving
  36. FDI: Attack Neural Code Generation Systems through User Feedback ChannelLLM safety and security → Backdoor and data poisoning attacks
  37. Listwise Reward Estimation for Offline Preference-based Reinforcement LearningLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  38. Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationRetrieval-augmented generation → Medical and biomedical RAG
  39. Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without InstructionsLLM agents and tool use → Multimodal and embodied agents
  40. ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning ModelKnowledge distillation → Multimodal distillation
  41. LSST: Learned Single-Shot Trajectory and Reconstruction Network for MR Imaging
  42. An Edge AI System Based on FPGA Platform for Railway Fault Detection
  43. Misrepresented Technological Solutions in Imagined Futures: The Origins and Dangers of AI Hype in the Research Community
  44. Can GPT-4 Models Detect Misleading Visualizations?
  45. Semantic Communication based on Large Language Model for Underwater Image Transmission
  46. Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network
  47. Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning
  48. Artificial Intelligence in Election Campaigns: Perceptions, Penalties, and Implications
  49. Using generative AI to support standardization work -- the case of 3GPP
  50. Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics
  51. A frugal Spiking Neural Network for unsupervised classification of continuous multivariate temporal data
  52. Interactive Design-of-Experiments: Optimizing a Cooling System
  53. A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI
  54. Convolutional Neural Networks for Predictive Modeling of Lung Disease
  55. Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming
  56. Leveraging Large Language Models for Enhanced Process Model Comprehension
  57. Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits
  58. Masked EEG Modeling for Driving Intention Prediction
  59. Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness
  60. A Systematic Literature Map on Big Data
  61. Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review
  62. The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Era
  63. Differentially Private Data Release on Graphs: Inefficiencies and Unfairness
  64. Improved Adaboost Algorithm for Web Advertisement Click Prediction Based on Long Short-Term Memory Networks
  65. SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
  66. Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets
  67. AI Consciousness and Public Perceptions: Four Futures
  68. Data-Driven Pixel Control: Challenges and Prospects
  69. Scalable learning of potentials to predict time-dependent Hartree-Fock dynamics
  70. Segmentation of Mental Foramen in Orthopantomographs: A Deep Learning Approach
  71. Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2
  72. Embodied Uncertainty-Aware Object Segmentation
  73. Confident magnitude-based neural network pruning
  74. More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool
  75. AI for operational methane emitter monitoring from space
  76. Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble
  77. Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems
  78. Survey: Transformer-based Models in Data Modality Conversion
  79. Learning the Simplicity of Scattering Amplitudes
  80. DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
  81. MulliVC: Multi-lingual Voice Conversion With Cycle Consistency
  82. Overlay-based Decentralized Federated Learning in Bandwidth-limited Networks
  83. Exploring Scalability in Large-Scale Time Series in DeepVATS framework
  84. Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance
  85. Design of a Quality Management System based on the EU Artificial Intelligence Act
  86. ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
  87. Conversational AI Powered by Large Language Models Amplifies False Memories in Witness Interviews
  88. Dynamic Fog Computing for Enhanced LLM Execution in Medical Applications
  89. Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings
  90. LiDAR-Event Stereo Fusion with Hallucinations
  91. Arctic-TILT. Business Document Understanding at Sub-Billion Scale
  92. Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics
  93. LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
  94. Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation
  95. Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation
  96. Risk and cross validation in ridge regression with correlated samples
  97. Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes
  98. Fall Detection for Industrial Setups Using YOLOv8 Variants
  99. Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning
  100. Improving Network Interpretability via Explanation Consistency Evaluation
All 229
  1. Code-switching in text and speech challenges information-theoretic speaker design
  2. Inference with the Upper Confidence Bound Algorithm
  3. SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation
  4. HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
  5. Learn To Learn More Precisely
  6. Sampling for View Synthesis: From Local Light Field Fusion to Neural Radiance Fields and Beyond
  7. Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness
  8. Unveiling the Power of Sparse Neural Networks for Feature Selection
  9. SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
  10. SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals
  11. Optimization-Driven Adaptive Experimentation
  12. Activation degree thresholds and expressiveness of polynomial neural networks
  13. Learning Fine-Grained Grounded Citations for Attributed Large Language Models
  14. Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketches
  15. Conversational Prompt Engineering
  16. BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models
  17. Moly'e: A Corpus-based Approach to Language Contact in Colonial France
  18. Quantum Machine Learning: Performance and Security Implications in Real-World Applications
  19. MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification
  20. Synchronous Multi-modal Semantic Communication System with Packet-level Coding
  21. How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
  22. AExGym: Benchmarks and Environments for Adaptive Experimentation
  23. Reasoning about Study Regulations in Answer Set Programming
  24. Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
  25. Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs
  26. Articulatory Configurations across Genders and Periods in French Radio and TV archives
  27. Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions
  28. Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling
  29. Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs
  30. Statistical Framework for Clustering MU-MIMO Wireless via Second Order Statistics
  31. SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios
  32. NFDI4Health workflow and service for synthetic data generation, assessment and risk management
  33. What could go wrong? Discovering and describing failure modes in computer vision
  34. Crowd Intelligence for Early Misinformation Prediction on Social Media
  35. Random Walk Diffusion for Efficient Large-Scale Graph Generation
  36. An experimental comparative study of backpropagation and alternatives for training binary neural networks for image classification
  37. FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data
  38. Deep Learning for identifying systolic complexes in SCG traces: a cross-dataset analysis
  39. The Struggles of LLMs in Cross-lingual Code Clone Detection
  40. AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora
  41. A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery
  42. Detection of Animal Movement from Weather Radar using Self-Supervised Learning
  43. Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models
  44. Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers
  45. Clutter Classification Using Deep Learning in Multiple Stages
  46. Finite sample learning of moving targets
  47. Probabilistic energy forecasting through quantile regression in reproducing kernel Hilbert spaces
  48. DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization
  49. Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking
  50. Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation
  51. Open-domain Implicit Format Control for Large Language Model Generation
  52. Robustness investigation of cross-validation based quality measures for model assessment
  53. MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
  54. Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments
  55. Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generation
  56. Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon
  57. Analyzing Consumer Reviews for Understanding Drivers of Hotels Ratings: An Indian Perspective
  58. MultiViPerFrOG: A Globally Optimized Multi-Viewpoint Perception Framework for Camera Motion and Tissue Deformation
  59. Simulating Articulatory Trajectories with Phonological Feature Interpolation
  60. Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework
  61. Optimal Layout-Aware CNOT Circuit Synthesis with Qubit Permutation
  62. AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning
  63. Towards Explainable Network Intrusion Detection using Large Language Models
  64. Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion
  65. Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection
  66. HydraFormer: One Encoder For All Subsampling Rates
  67. Deep Transfer Learning for Kidney Cancer Diagnosis
  68. Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy
  69. Better Locally Private Sparse Estimation Given Multiple Samples Per User
  70. Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit
  71. TheGlueNote: Learned Representations for Robust and Flexible Note Alignment
  72. Learning with Digital Agents: An Analysis based on the Activity Theory
  73. Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP
  74. Tackling Noisy Clients in Federated Learning with End-to-end Label Correction
  75. An Explainable Non-local Network for COVID-19 Diagnosis
  76. Respiratory Differencing: Enhancing Pulmonary Thermal Ablation Evaluation Through Pre- and Intra-Operative Image Fusion
  77. Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization
  78. Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction
  79. Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction of Inter-demographic Sentiments
  80. Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach
  81. EMTeC: A Corpus of Eye Movements on Machine-Generated Texts
  82. LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
  83. Prompt-Assisted Semantic Interference Cancellation on Moderate Interference Channels
  84. AI-Driven Chatbot for Intrusion Detection in Edge Networks: Enhancing Cybersecurity with Ethical User Consent
  85. Stability Analysis of Equivariant Convolutional Representations Through The Lens of Equivariant Multi-layered CKNs
  86. Early Risk Assessment Model for ICA Timing Strategy in Unstable Angina Patients Using Multi-Modal Machine Learning
  87. SG-JND: Semantic-Guided Just Noticeable Distortion Predictor For Image Compression
  88. Analysis of Argument Structure Constructions in the Large Language Model BERT
  89. Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods
  90. CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning
  91. Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding
  92. UHNet: An Ultra-Lightweight and High-Speed Edge Detection Network
  93. Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection
  94. Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization
  95. Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
  96. Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
  97. MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning
  98. The Ungrounded Alignment Problem
  99. Learning to Rewrite: Generalized LLM-Generated Text Detection
  100. Cluster-Wide Task Slowdown Detection in Cloud System
  101. Enhanced Traffic Flow Prediction with Multi-Segment Fusion Tensor Graph Convolutional Networks
  102. Probabilistic Circuits for Cumulative Distribution Functions
  103. Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration
  104. Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance
  105. VideoQA in the Era of LLMs: An Empirical Study
  106. Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs
  107. Attention Mechanism and Context Modeling System for Text Mining Machine Translation
  108. Is SAM 2 Better than SAM in Medical Image Segmentation?
  109. MMREC: LLM Based Multi-Modal Recommender System
  110. DC Algorithm for Estimation of Sparse Gaussian Graphical Models
  111. MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
  112. Pairwise Judgment Formulation for Semantic Embedding Model in Web Search
  113. Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks
  114. EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI
  115. An Upper Confidence Bound Approach to Estimating the Maximum Mean
  116. pyBregMan: A Python library for Bregman Manifolds
  117. wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech
  118. MultiColor: Image Colorization by Learning from Multiple Color Spaces
  119. Rotation center identification based on geometric relationships for rotary motion deblurring
  120. M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction
  121. mbrs: A Library for Minimum Bayes Risk Decoding
  122. Semantics or spelling? Probing contextual word embeddings with orthographic noise
  123. Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
  124. The Data Addition Dilemma
  125. Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning
  126. A tutorial on the dynamic Laplacian
  127. Integrated Dynamic Phenological Feature for Remote Sensing Image Land Cover Change Detection
  128. UNLEARN Efficient Removal of Knowledge in Large Language Models
  129. Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering