mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 22 Mar 2024

251 papers

  1. Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic SurgeryMultimodal LLMs / vision-language models → Medical vision-language models
  2. Content Knowledge Identification with Multi-Agent Large Language Models (LLMs)LLM agents and tool use → Educational agents and math problem solving
  3. Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based RetrieversRetrieval-augmented generation → RAG pipeline design and evaluation
  4. Leave No One Behind: Online Self-Supervised Self-Distillation for Sequential RecommendationKnowledge distillation → Distillation for recommender systems
  5. CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor EnvironmentsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  6. FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  7. Teacher-free Latent Self-distillation and Class-separable Representations for Lightweight IoT Attack DetectionKnowledge distillation → Federated, robust and private distillation
  8. DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated DataDiffusion models → Diffusion foundations and sampling
  9. LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal ModelsLLM reasoning → Multimodal reasoning +2
  10. SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time seriesState-space sequence models (S4, Mamba) → Vision Mamba backbones
  11. Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelDiffusion models → Medical imaging and segmentation
  12. Controlled Training Data Generation with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing +1
  13. Planning with a Learned Policy Basis to Optimally Solve Complex TasksDeep reinforcement learning methods → Deep RL algorithms and representations
  14. Sphere Neural-Networks for Rational ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  15. Event Temporal Relation Extraction based on Retrieval-Augmented on LLMsRetrieval-augmented generation → RAG pipeline design and evaluation
  16. Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringRetrieval-augmented generation → RAG robustness and adaptive retrieval
  17. Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial PoliciesDeep reinforcement learning methods → RL theory and sample complexity
  18. Spectral Motion Alignment for Video Motion Transfer using Diffusion ModelsDiffusion models → Video generation
  19. Reasoning-Enhanced Object-Centric Learning for VideosLLM reasoning → Multimodal reasoning
  20. Shadow Generation for Composite Image Using Diffusion modelDiffusion models → 3D, point cloud and scene generation
  21. Not All Attention is Needed: Parameter and Computation Efficient Transfer Learning for Multi-modal Large Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  22. Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but ImprovementDeep reinforcement learning methods → RL for games and combinatorial optimization
  23. CACA Agent: Capability Collaboration based AI AgentLLM agents and tool use → General LLM agent frameworks and benchmarks
  24. Driving from Vision through Differentiable Optimal ControlEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  25. Subequivariant Reinforcement Learning Framework for Coordinated Motion ControlDeep reinforcement learning methods → RL for robot locomotion and manipulation
  26. Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement LearningDeep reinforcement learning methods → RL for energy, networks and operations
  27. Automated Feature Selection for Inverse Reinforcement LearningOffline RL and imitation learning from data → Inverse reinforcement learning +1
  28. A Twin Delayed Deep Deterministic Policy Gradient Algorithm for Autonomous Ground Vehicle Navigation via Digital Twin Perception AwarenessDeep reinforcement learning methods → RL for robot navigation and UAV control
  29. MM-Diff: High-Fidelity Image Personalization via Multi-Modal Condition IntegrationDiffusion models → Image generation, text-to-image and editing
  30. Toward Tiny and High-quality Facial Makeup with Data Amplify LearningDiffusion models → Image generation, text-to-image and editing
  31. Risk and Response in Large Language Models: Evaluating Key Threat CategoriesLLM safety and security → Safety alignment, refusal and guardrails
  32. MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-ThoughtsLLM reasoning → Prompting and chain-of-thought reasoning
  33. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal ReasoningLLM reasoning → Multimodal reasoning +1
  34. DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability FlowDiffusion models → 3D, point cloud and scene generation
  35. Evidence-Driven Retrieval Augmented Response Generation for Online MisinformationRetrieval-augmented generation → RAG robustness and adaptive retrieval
  36. CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion modelDiffusion models → Image generation, text-to-image and editing
  37. STAG4D: Spatial-Temporal Anchored Generative 4D GaussiansDiffusion models → 3D, point cloud and scene generation
  38. Extending Token Computation for LLM ReasoningLLM reasoning → Test-time compute and efficient thinking
  39. Hierarchical Skip Decoding for Efficient Autoregressive Text GenerationEfficient LLM inference and serving → Speculative decoding
  40. Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit ReasoningLLM reasoning → Causal reasoning in LLMs
  41. Explanation Hacking: The perils of algorithmic recourse
  42. The Ethics of AI in Education
  43. Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition
  44. Classification of colorectal primer carcinoma from normal colon with mid-infrared spectra
  45. Global License Plate Dataset
  46. An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification
  47. Advancing Frontiers in SLAM: A Survey of Symbolic Representation and Human-Machine Teaming in Environmental Mapping
  48. Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation
  49. Optimal path for Biomedical Text Summarization Using Pointer GPT
  50. Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations
  51. Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
  52. Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings
  53. Testing of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound
  54. Towards gaze-independent c-VEP BCI: A pilot study
  55. Visualization of Unstructured Sports Data -- An Example of Cricket Short Text Commentary
  56. First path component power based NLOS mitigation in UWB positioning system
  57. Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers
  58. GaNI: Global and Near Field Illumination Aware Neural Inverse Rendering
  59. Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation
  60. RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images
  61. Application of the NIST AI Risk Management Framework to Surveillance Technology
  62. Contextual Restless Multi-Armed Bandits with Application to Demand Response Decision-Making
  63. Differentially Private Next-Token Prediction of Large Language Models
  64. Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting
  65. NaturalTurn: A Method to Segment Speech into Psychologically Meaningful Conversational Turns
  66. InterFusion: Text-Driven Generation of 3D Human-Object Interaction
  67. Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels
  68. Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
  69. Investigating Use Cases of AI-Powered Scene Description Applications for Blind and Low Vision People
  70. Forward Learning for Gradient-based Black-box Saliency Map Generation
  71. From Guidelines to Governance: A Study of AI Policies in Education
  72. Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers
  73. An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting
  74. Predicting Male Domestic Violence Using Explainable Ensemble Learning and Exploratory Data Analysis
  75. Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges
  76. Generative AI in Education: A Study of Educators' Awareness, Sentiments, and Influencing Factors
  77. MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis
  78. U-ARE-ME: Uncertainty-Aware Rotation Estimation in Manhattan Environments
  79. Autonomous Driving With Perception Uncertainties: Deep-Ensemble Based Adaptive Cruise Control
  80. Data-centric Prediction Explanation via Kernelized Stein Discrepancy
  81. SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification
  82. Augmented Reality Warnings in Roadway Work Zones: Evaluating the Effect of Modality on Worker Reaction Times
  83. Do not trust what you trust: Miscalibration in Semi-supervised Learning
  84. A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation
  85. An Optimization Framework to Enforce Multi-View Consistency for Texturing 3D Meshes
  86. Language-Based Depth Hints for Monocular Depth Estimation
  87. Pixel-GS: Density Control with Pixel-aware Gradient for 3D Gaussian Splatting
  88. LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers
  89. Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs
  90. Conformal online model aggregation
  91. Latent Neural Cellular Automata for Resource-Efficient Image Restoration
  92. PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators
  93. Towards auditory attention decoding with noise-tagging: A pilot study
  94. Medical Image Data Provenance for Medical Cyber-Physical System
  95. Exploring new territory: Calibration-free decoding for c-VEP BCI
  96. GTC: GNN-Transformer Co-contrastive Learning for Self-supervised Heterogeneous Graph Representation
  97. Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness
  98. CTSM: Combining Trait and State Emotions for Empathetic Response Model
  99. Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation
  100. Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
All 251
  1. Privacy-Preserving End-to-End Spoken Language Understanding
  2. SymboSLAM: Semantic Map Generation in a Multi-Agent System
  3. LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis
  4. ThemeStation: Generating Theme-Aware 3D Assets from Few Exemplars
  5. DragAPart: Learning a Part-Level Motion Prior for Articulated Objects
  6. Long-CLIP: Unlocking the Long-Text Capability of CLIP
  7. InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
  8. Can large language models explore in-context?
  9. Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks
  10. A Transfer Attack to Image Watermarks
  11. Towards Knowledge-Grounded Natural Language Understanding and Generation
  12. Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks
  13. CoLLEGe: Concept Embedding Generation for Large Language Models
  14. Learning Topological Representations for Deep Image Understanding
  15. Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation
  16. Fully automated workflow for designing patient-specific orthopaedic implants: application to total knee arthroplasty
  17. Multi-Review Fusion-in-Context
  18. Collaborative AI Teaming in Unknown Environments via Active Goal Deduction
  19. Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
  20. A Technological Perspective on Misuse of Available AI
  21. CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction
  22. Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection
  23. Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation
  24. CR3DT: Camera-RADAR Fusion for 3D Detection and Tracking
  25. A Wasserstein perspective of Vanilla GANs
  26. Addressing Label Leakage in Knowledge Tracing Models
  27. Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choices
  28. Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse
  29. Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions
  30. Specifying Genericity through Inclusiveness and Abstractness Continuous Scales
  31. Bioinformatics and Biomedical Informatics with ChatGPT: Year One Review
  32. WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization
  33. Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models
  34. Hyperbolic Metric Learning for Visual Outlier Detection
  35. Hierarchical Information Enhancement Network for Cascade Prediction in Social Networks
  36. Safe Learning of PDDL Domains with Conditional Effects -- Extended Version
  37. Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach
  38. Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks
  39. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
  40. A Stochastic Quasi-Newton Method for Non-convex Optimization with Non-uniform Smoothness
  41. Robust Utility Optimization via a GAN Approach
  42. IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
  43. Guided Decoding for Robot On-line Motion Generation and Adaption
  44. WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology
  45. Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks
  46. An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets
  47. LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example
  48. Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations
  49. (Un)making AI Magic: a Design Taxonomy
  50. InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection
  51. GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition
  52. Early Period of Training Impacts Adaptation for Out-of-Distribution Generalization: An Empirical Study
  53. MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection
  54. Robust optimization for adversarial learning with finite sample complexity guarantees
  55. DITTO: Demonstration Imitation by Trajectory Transformation
  56. FSD-Inference: Fully Serverless Distributed Inference with Scalable Cloud Communication
  57. Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
  58. SFOD: Spiking Fusion Object Detector
  59. Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study
  60. PDE-CNNs: Axiomatic Derivations and Applications
  61. A Two Level Neural Approach Combining Off-Chip Prediction with Adaptive Prefetch Filtering
  62. Brain-aligning of semantic vectors improves neural decoding of visual stimuli
  63. Double Cross-fit Doubly Robust Estimators: Beyond Series Regression
  64. LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels
  65. Exploring the Task-agnostic Trait of Self-supervised Learning in the Context of Detecting Mental Disorders
  66. Transition Graph Properties of Target Class Classification
  67. FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos
  68. Infrastructure-Assisted Collaborative Perception in Automated Valet Parking: A Safety Perspective
  69. Caption-Matching: A Multimodal Approach for Cross-Domain Image Retrieval
  70. An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning
  71. On the Convergence of Adam under Non-uniform Smoothness: Separability from SGDM and Beyond
  72. Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project
  73. Deep Generative Model based Rate-Distortion for Image Downscaling Assessment
  74. Transfer CLIP for Generalizable Image Denoising
  75. Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection
  76. EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting
  77. Quantification using Permutation-Invariant Networks based on Histograms
  78. SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation
  79. An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification
  80. Language Models in Dialogue: Conversational Maxims for Human-AI Interactions
  81. Solving a Real-World Package Delivery Routing Problem Using Quantum Annealers
  82. Text Clustering with Large Language Model Embeddings
  83. Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks
  84. PseudoTouch: Efficiently Imaging the Surface Feel of Objects for Robotic Manipulation
  85. Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data
  86. UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction
  87. Argument-Aware Approach To Event Linking
  88. End-to-End Mineral Exploration with Artificial Intelligence and Ambient Noise Tomography
  89. IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence
  90. CHisIEC: An Information Extraction Corpus for Ancient Chinese History
  91. SIMAP: A simplicial-map layer for neural networks
  92. Cell Variational Information Bottleneck Network
  93. GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks
  94. Comprehensive Lipidomic Automation Workflow using Large Language Models
  95. Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation
  96. Broadening the Scope of Neural Network Potentials through Direct Inclusion of Additional Molecular Attributes
  97. Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks
  98. Recent Trends in 3D Reconstruction of General Non-Rigid Scenes
  99. Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans
  100. Construction of a Japanese Financial Benchmark for Large Language Models
  101. Subjective Quality Assessment of Compressed Tone-Mapped High Dynamic Range Videos
  102. Continual Vision-and-Language Navigation
  103. Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information
  104. DP-Dueling: Learning from Preference Feedback without Compromising User Privacy
  105. Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild
  106. LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
  107. ESG Classification by Implicit Rule Learning via GPT-4
  108. Estimation of multiple mean vectors in high dimension
  109. An Integrated Neighborhood and Scale Information Network for Open-Pit Mine Change Detection in High-Resolution Remote Sensing Images
  110. Image Classification with Rotation-Invariant Variational Quantum Circuits
  111. Grey-informed neural network for time-series forecasting
  112. VRSO: Visual-Centric Reconstruction for Static Object Annotation
  113. Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model
  114. Insights into the Lottery Ticket Hypothesis and Iterative Magnitude Pruning
  115. BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation
  116. Vehicle Detection Performance in Nordic Region
  117. Extracting Human Attention through Crowdsourced Patch Labeling
  118. Empirical investigation of multi-source cross-validation in clinical ECG classification
  119. Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric Uncertainty
  120. Clean-image Backdoor Attacks
  121. TexRO: Generating Delicate Textures of 3D Models by Recursive Optimization
  122. Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
  123. ParFormer: A Vision Transformer with Parallel Mixer and Sparse Channel Attention Patch Embedding
  124. Magic for the Age of Quantized DNNs
  125. Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation
  126. MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness
  127. MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection
  128. Generative Active Learning for Image Synthesis Personalization
  129. Piecewise-Linear Manifolds for Deep Metric Learning
  130. AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies
  131. Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization
  132. Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation
  133. Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices
  134. Simple Graph Condensation
  135. KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation
  136. Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adapt
  137. GPT-Connect: Interaction between Text-Driven Human Motion Generator and 3D Scenes in a Training-free Manner
  138. A Single Linear Layer Yields Task-Adapted Low-Rank Matrices
  139. Unifying Lane-Level Traffic Prediction from a Graph Structural Perspective: Benchmark and Baseline
  140. On Zero-Shot Counterspeech Generation by LLMs
  141. Survey on Modeling of Human-made Articulated Objects
  142. Contrastive Learning on Multimodal Analysis of Electronic Health Records
  143. CODA: A Continuous Online Evolve Framework for Deploying HAR Sensing Systems
  144. Deep learning-based method for weather forecasting: A case study in Itoshima
  145. Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
  146. Defying Imbalanced Forgetting in Class Incremental Learning
  147. Adaptive Coded Federated Learning: Privacy Preservation and Straggler Mitigation
  148. Hydro: Adaptive Query Processing of ML Queries
  149. Statistical Inference For Noisy Matrix Completion Incorporating Auxiliary Information
  150. Web-based Melanoma Detection
  151. Geometric Generative Models based on Morphological Equivariant PDEs and GANs