mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 19 Sep 2023

251 papers

  1. Large Language Models as Agents in the ClinicLLM agents and tool use → Medical and scientific domain agents
  2. Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial contextDiffusion models → Medical imaging and segmentation
  3. Natural Language Embedded Programs for Hybrid Language Symbolic ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  4. PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial GuidanceDiffusion models → Inverse problems and image restoration
  5. Guide Your Agent with Adaptive Multimodal RewardsOffline RL and imitation learning from data → Imitation learning methods
  6. ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency DistillationDiffusion models → Audio, speech and music
  7. Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image DenoisingDiffusion models → Diffusion foundations and sampling
  8. MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackLLM agents and tool use → Tool learning and function calling +1
  9. Forgedit: Text Guided Image Editing via Learning and ForgettingDiffusion models → Image generation, text-to-image and editing
  10. Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising DiffusionDiffusion models → 3D, point cloud and scene generation
  11. Diffusion Models for Accurate Channel Distribution GenerationDiffusion models → Diffusion for compression and wireless
  12. RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential RecommendationRetrieval-augmented generation → RAG for recommendation
  13. Diffusion-based speech enhancement with a weighted generative-supervised learning lossDiffusion models → Audio, speech and music
  14. Unsupervised speech enhancement with diffusion-based generative modelsDiffusion models → Audio, speech and music
  15. Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language ModelsLLM reasoning → Reasoning benchmarks and evaluation
  16. Rethinking Imitation-based Planner for Autonomous DrivingEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  17. AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model AccelerationDiffusion models → Diffusion foundations and sampling
  18. Improving CLIP Robustness with Knowledge Distillation and Self-TrainingKnowledge distillation → Multimodal distillation
  19. Explaining Agent Behavior with Large Language ModelsLLM agents and tool use → General LLM agent frameworks and benchmarks
  20. Investigating the Catastrophic Forgetting in Multimodal Large Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  21. FRAMU: Attention-based Machine Unlearning using Federated Reinforcement LearningLLM safety and security → Federated unlearning and poisoning
  22. Diffusion Methods for Generating Transition PathsDiffusion models → Flow matching, time series and science
  23. Revisiting and Improving Retrieval-Augmented Deep Assertion GenerationRetrieval-augmented generation → RAG pipeline design and evaluation
  24. GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak PromptsLLM safety and security → Jailbreaking
  25. Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous VehiclesEnd-to-end autonomous driving → Large language models for driving
  26. Improved vectorization of OpenCV algorithms for RISC-V CPUs
  27. Reducing the Environmental Impact of Wireless Communication via Probabilistic Machine Learning
  28. MatGD: Materials Graph Digitizer
  29. OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond
  30. Enhancing Health Data Interoperability with Large Language Models: A FHIR Study
  31. Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey
  32. Nebula: Self-Attention for Dynamic Malware Analysis
  33. Extreme Image Transformations Facilitate Robust Latent Object Representations
  34. Generative AI in the Construction Industry: Opportunities & Challenges
  35. Training neural mapping schemes for satellite altimetry with simulation data
  36. Corporate Credit Rating: A Survey
  37. Weakly Supervised Reasoning by Neuro-Symbolic Approaches
  38. A Variational Auto-Encoder Enabled Multi-Band Channel Prediction Scheme for Indoor Localization
  39. Ad-load Balancing via Off-policy Learning in a Content Marketplace
  40. MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods
  41. DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning
  42. In-Context Learning for Text Classification with Many Labels
  43. Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces
  44. LMDX: Language Model-based Document Information Extraction and Localization
  45. A Novel Deep Neural Network for Trajectory Prediction in Automated Vehicles Using Velocity Vector Field
  46. Benchmarks for Pir'a 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change
  47. A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries
  48. A Family of Pretrained Transformer Language Models for Russian
  49. Test-Time Training for Speech
  50. Specializing Small Language Models towards Complex Style Transfer via Latent Attribute Pre-Training
  51. Semi-Autoregressive Streaming ASR With Label Context
  52. Semi-automatic staging area for high-quality structured data extraction from scientific literature
  53. Posterior Contraction Rates for Mat'ern Gaussian Processes on Riemannian Manifolds
  54. End-to-End Speech Recognition Contextualization with Large Language Models
  55. What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples
  56. Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning
  57. Multicopy Reinforcement Learning Agents
  58. Incremental Multimodal Surface Mapping via Self-Organizing Gaussian Mixture Models
  59. RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans
  60. PLVS: A SLAM System with Points, Lines, Volumetric Mapping, and 3D Incremental Segmentation
  61. Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education
  62. Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer
  63. Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning
  64. GelSight Svelte: A Human Finger-shaped Single-camera Tactile Robot Finger with Large Sensing Coverage and Proprioceptive Sensing
  65. Classifying Organizations for Food System Ontologies using Natural Language Processing
  66. DeepliteRT: Computer Vision at the Edge
  67. Believable Minecraft Settlements by Means of Decentralised Iterative Planning
  68. Dynamical Tests of a Deep-Learning Weather Prediction Model
  69. On-device Real-time Custom Hand Gesture Recognition
  70. Using AI Uncertainty Quantification to Improve Human Decision-Making
  71. Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration
  72. CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction
  73. Analysing race and sex bias in brain age prediction
  74. Communication-Efficient Federated Learning via Regularized Sparse Random Networks
  75. SlimPajama-DC: Understanding Data Combinations for LLM Training
  76. PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes
  77. Modeling interdisciplinary interactions among Physics, Mathematics & Computer Science
  78. Semantic Text Compression for Classification
  79. AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
  80. Multi-Context Dual Hyper-Prior Neural Image Compression
  81. Heuristic Search for Path Finding with Refuelling
  82. Multi-spectral Entropy Constrained Neural Compression of Solar Imagery
  83. AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models
  84. Context-Aware Neural Video Compression on Solar Dynamics Observatory
  85. Language as the Medium: Multimodal Video Classification through text only
  86. O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds
  87. Semi-supervised Domain Adaptation in Graph Transfer Learning
  88. Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
  89. FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection
  90. MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings
  91. A Blueprint for Precise and Fault-Tolerant Analog Neural Networks
  92. SHOWMe: Benchmarking Object-agnostic Hand-Object 3D Reconstruction
  93. Evaluating Large Language Models' Ability Using a Psychiatric Screening Tool Based on Metaphor and Sarcasm Scenarios
  94. MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation
  95. Monte-Carlo tree search with uncertainty propagation via optimal transport
  96. Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation
  97. GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
  98. PAMS: Platform for Artificial Market Simulations
  99. Few-Shot Panoptic Segmentation With Foundation Models
  100. Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
All 251
  1. Sound Source Localization is All about Cross-Modal Alignment
  2. LEA*: An A* Variant Algorithm with Improved Edge Efficiency for Robot Motion Planning
  3. Interpret Vision Transformers as ConvNets with Dynamic Convolutions
  4. Latent Space Energy-based Model for Fine-grained Open Set Recognition
  5. OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
  6. Measurement Simplification in ρ-POMDP with Performance Guarantees
  7. "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education
  8. ReShader: View-Dependent Highlights for Single Image View-Synthesis
  9. On the different regimes of Stochastic Gradient Descent
  10. Locally Stylized Neural Radiance Fields
  11. Learning to Initialize Trajectory Optimization for Vision-Based Autonomous Flight in Unknown Environments
  12. Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach
  13. Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model Evaluation
  14. Language Modeling Is Compression
  15. Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping
  16. NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
  17. Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application
  18. Learning Adaptive Safety for Multi-Agent Systems
  19. A spectrum of physics-informed Gaussian processes for regression in engineering
  20. CFGPT: Chinese Financial Assistant with Large Language Model
  21. MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images
  22. Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation
  23. Self-Supervised Super-Resolution Approach for Isotropic Reconstruction of 3D Electron Microscopy Images from Anisotropic Acquisition
  24. Towards Energy-Aware Federated Traffic Prediction for Cellular Networks
  25. KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task Learning
  26. Geometric structure of Deep Learning networks and construction of global mathcal L2 minimizers
  27. NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems
  28. Large language models can accurately predict searcher preferences
  29. Source-free Active Domain Adaptation for Diabetic Retinopathy Grading Based on Ultra-wide-field Fundus Image
  30. A Dynamic Linear Bias Incorporation Scheme for Nonnegative Latent Factor Analysis
  31. Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle
  32. An Extendable Python Implementation of Robust Optimisation Monte Carlo
  33. Improving Medical Dialogue Generation with Abstract Meaning Representations
  34. FRACAS: A FRench Annotated Corpus of Attribution relations in newS
  35. Asteroids co-orbital motion classification based on Machine Learning
  36. Unsupervised Deep Cross-Language Entity Alignment
  37. Motif-Centric Representation Learning for Symbolic Music
  38. Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing
  39. NDDepth: Normal-Distance Assisted Monocular Depth Estimation
  40. Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects
  41. Adversarial Attacks Against Uncertainty Quantification
  42. PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring
  43. Task Graph offloading via Deep Reinforcement Learning in Mobile Edge Computing
  44. Multimodal Modeling For Spoken Language Identification
  45. A Hierarchical Neural Framework for Classification and its Explanation in Large Unstructured Legal Documents
  46. A multimodal deep learning architecture for smoking detection with a small data approach
  47. Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization
  48. A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings
  49. An overview of some mathematical techniques and problems linking 3D vision to 3D printing
  50. Mean Absolute Directional Loss as a New Loss Function for Machine Learning Problems in Algorithmic Investment Strategies
  51. Model Leeching: An Extraction Attack Targeting LLMs
  52. OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement
  53. Decoupling the Curve Modeling and Pavement Regression for Lane Detection
  54. A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing
  55. Retinex-guided Channel-grouping based Patch Swap for Arbitrary Style Transfer
  56. SPOT: Scalable 3D Pre-training via Occupancy Prediction for Learning Transferable 3D Representations
  57. NSOAMT -- New Search Only Approach to Machine Translation
  58. Harnessing the Zero-Shot Power of Instruction-Tuned Large Language Model in End-to-End Speech Recognition
  59. Edge-aware Feature Aggregation Network for Polyp Segmentation
  60. Visible and NIR Image Fusion Algorithm Based on Information Complementarity
  61. Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation
  62. Unsupervised Landmark Discovery Using Consistency Guided Bottleneck
  63. Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption
  64. Partially Specified Causal Simulations
  65. Uncertainty Estimation in Instance Segmentation with Star-convex Shapes
  66. Self2Seg: Single-Image Self-Supervised Joint Segmentation and Denoising
  67. Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
  68. A Configurable Library for Generating and Manipulating Maze Datasets
  69. An Evaluation of GPT-4 on the ETHICS Dataset
  70. DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs
  71. Exploring Sentence Type Effects on the Lombard Effect and Intelligibility Enhancement: A Comparative Study of Natural and Grid Sentences
  72. RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation
  73. LineMarkNet: Line Landmark Detection for Valet Parking
  74. Fully automated landmarking and facial segmentation on 3D photographs
  75. Exploring the Dark Side of AI: Advanced Phishing Attack Design and Deployment Using ChatGPT
  76. Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation
  77. Human-AI Interactions and Societal Pitfalls
  78. Toward Unified Controllable Text Generation via Regular Expression Instruction
  79. Coreset selection can accelerate quantum machine learning models with provable generalization
  80. Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder
  81. Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling
  82. Writer-Defined AI Personas for On-Demand Feedback Generation
  83. Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions
  84. Predicate Classification Using Optimal Transport Loss in Scene Graph Generation
  85. Multi-Object Graph Affordance Network: Goal-Oriented Planning through Learned Compound Object Affordances
  86. Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare
  87. Exploring Different Levels of Supervision for Detecting and Localizing Solar Panels on Remote Sensing Imagery
  88. Learning from Teaching Assistants to Program with Subgoals: Exploring the Potential for AI Teaching Assistants
  89. Graph Neural Networks for Dynamic Modeling of Roller Bearing
  90. PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems
  91. Unsupervised Learning via Network-Aware Embeddings
  92. Minimum width for universal approximation using ReLU networks on compact domain
  93. PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
  94. Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results
  95. Adaptive questionnaires for facilitating patient data entry in clinical decision support systems: Methods and application to STOPP/START v2
  96. Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
  97. SideGAN: 3D-Aware Generative Model for Improved Side-View Image Synthesis
  98. Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks
  99. Pointing out Human Answer Mistakes in a Goal-Oriented Visual Dialogue
  100. Generative AI vs. AGI: The Cognitive Strengths and Weaknesses of Modern LLMs
  101. Geometric structure of shallow neural networks and constructive mathcal L2 cost minimization
  102. GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild
  103. Toward efficient resource utilization at edge nodes in federated learning
  104. Testable Likelihoods for Beyond-the-Standard Model Fits
  105. OccluTrack: Rethinking Awareness of Occlusion for Enhancing Multiple Pedestrian Tracking
  106. Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning
  107. RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing
  108. Language Guided Adversarial Purification
  109. Striking a Balance: An Optimal Mechanism Design for Heterogenous Differentially Private Data Acquisition for Logistic Regression
  110. KoBigBird-large: Transformation of Transformer for Korean Language Understanding
  111. FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction
  112. Anti-Aliased Neural Implicit Surfaces with Encoding Level of Detail
  113. Information geometric bound on general chemical reaction networks
  114. Learning based 2D Irregular Shape Packing
  115. Computational Approaches for App-to-App Retrieval and Design Consistency Check
  116. QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation
  117. Metastatic Breast Cancer Prognostication Through Multimodal Integration of Dimensionality Reduction Algorithms and Classification Algorithms
  118. Multi-dimension Queried and Interacting Network for Stereo Image Deraining
  119. Who to Trust, How and Why: Untangling AI Ethics Principles, Trustworthiness and Trust
  120. Dive Deeper into Rectifying Homography for Stereo Camera Online Self-Calibration
  121. Rigorously Assessing Natural Language Explanations of Neurons
  122. TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions
  123. Baichuan 2: Open Large-scale Language Models
  124. Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
  125. Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms
  126. Using fine-tuning and min lookahead beam search to improve Whisper
  127. Learning Orbitally Stable Systems for Diagrammatically Teaching
  128. Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
  129. QXAI: Explainable AI Framework for Quantitative Analysis in Patient Monitoring Systems
  130. Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling
  131. AstroPortal: An ontology repository concept for astronomy, astronautics and other space topics
  132. Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  133. Crowdotic: A Privacy-Preserving Hospital Waiting Room Crowd Density Estimation with Non-speech Audio
  134. 360^circ Reconstruction From a Single Image Using Space Carved Outpainting
  135. Optimizing Crowd-Aware Multi-Agent Path Finding through Local Communication with Graph Neural Networks
  136. Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi
  137. Using an Uncrewed Surface Vehicle to Create a Volumetric Model of Non-Navigable Rivers and Other Shallow Bodies of Water
  138. Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence
  139. RGB-based Category-level Object Pose Estimation via Decoupled Metric Scale Recovery
  140. LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI's ChatGPT Plugins
  141. What is the Best Automated Metric for Text to Motion Generation?
  142. UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation
  143. Transferable Adversarial Attack on Image Tampering Localization
  144. PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models
  145. On Explicit Curvature Regularization in Deep Generative Models
  146. Multi-fidelity climate model parameterization for better generalization and extrapolation
  147. LiON: Learning Point-wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data
  148. Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer
  149. Multi-level feature fusion network combining attention mechanisms for polyp segmentation
  150. An Empirical Study of Attention Networks for Semantic Segmentation
  151. Safe POMDP Online Planning via Shielding