mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 28 Dec 2024

133 papers

  1. LLM-Virus: Evolutionary Jailbreak Attack on Large Language ModelsLLM safety and security → Jailbreaking
  2. AdvAnchor: Enhancing Diffusion Model Unlearning with Adversarial AnchorsDiffusion models → Robustness, privacy and adversarial aspects +1
  3. Efficient and Scalable Deep Reinforcement Learning for Mean Field Control GamesDeep reinforcement learning methods → RL for games and combinatorial optimization
  4. No Preference Left Behind: Group Distributional Preference OptimizationLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  5. FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine CollaborationLLM reasoning → Spatial and embodied reasoning +1
  6. An analytic theory of creativity in convolutional diffusion modelsDiffusion models → Image generation, text-to-image and editing
  7. Leveraging Large Language Models for Enhancing Autonomous Vehicle PerceptionEnd-to-end autonomous driving → Large language models for driving
  8. LLM Reasoning Engine: Specialized Training for Enhanced Mathematical ReasoningLLM reasoning → Mathematical reasoning
  9. IMSSA: Deploying modern state-space models on memristive in-memory compute hardwareState-space sequence models (S4, Mamba) → Core SSM architectures for language
  10. Federated Unlearning with Gradient Descent and Conflict MitigationLLM safety and security → Federated unlearning and poisoning
  11. Imitation Learning from Suboptimal Demonstrations via Meta-Learning An Action RankerOffline RL and imitation learning from data → Imitation learning methods
  12. PIMphony: Overcoming Bandwidth and Capacity Inefficiency in PIM-based Long-Context LLM Inference SystemEfficient LLM inference and serving → Serving systems and request scheduling
  13. UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper GranularityMixture-of-experts → Vision mixture-of-experts
  14. Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question AnsweringLLM agents and tool use → Web, search, and research agents
  15. TradingAgents: Multi-Agents LLM Financial Trading FrameworkLLM agents and tool use → Financial trading and forecasting agents
  16. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation EvaluationLLM agents and tool use → General LLM agent frameworks and benchmarks
  17. ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token TrimmingMultimodal LLMs / vision-language models → Visual token pruning and efficiency +1
  18. STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly DetectionState-space sequence models (S4, Mamba) → Time series forecasting with SSMs
  19. MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training SmoothingState-space sequence models (S4, Mamba) → Vision Mamba backbones
  20. Exploring Compositional Generalization of Multimodal LLMs for Medical ImagingMultimodal LLMs / vision-language models → Medical vision-language models
  21. MaIR: A Locality- and Continuity-Preserving Mamba for Image RestorationState-space sequence models (S4, Mamba) → Mamba for image restoration
  22. MADiff: Text-Guided Fashion Image Editing with Mask Prediction and Attention-Enhanced DiffusionDiffusion models → Image generation, text-to-image and editing
  23. Reinforcement Learning Driven Multi-Robot Exploration via Explicit Communication and Density-Based Frontier SearchDeep reinforcement learning methods → RL for robot navigation and UAV control
  24. Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior SamplingDiffusion models → Inverse problems and image restoration
  25. BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical CharactersLLM agents and tool use → Social simulation and multi-agent debate
  26. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction SystemLLM agents and tool use → Web, search, and research agents
  27. FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-trainingMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  28. MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention ModulationDiffusion models → Video generation
  29. Leveraging Large Language Models For Optimized Item Categorization using UNSPSC Taxonomy
  30. A survey on pioneering metaheuristic algorithms between 2019 and 2024
  31. Equation discovery framework EPDE: Towards a better equation discovery
  32. Leveraging Social Media Data and Artificial Intelligence for Improving Earthquake Response Efforts
  33. Artificial Intelligence for Sustainable Urban Biodiversity: A Framework for Monitoring and Conservation
  34. Towards General Purpose Robots at Scale: Lifelong Learning and Learning to Use Memory
  35. Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles
  36. Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs
  37. INFELM: In-depth Fairness Evaluation of Large Text-To-Image Models
  38. Large Language Models for Mathematical Analysis
  39. VisTabNet: Adapting Vision Transformers for Tabular Data
  40. Transforming CCTV cameras into NO2 sensors at city scale for adaptive policymaking
  41. Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images
  42. DDD-GenDT: Dynamic Data-driven Generative Digital Twin Framework
  43. Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks
  44. An Experimental Study on Fairness-aware Machine Learning for Credit Scoring Problems
  45. Predicting Customer Lifetime Value Using Recurrent Neural Net
  46. Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
  47. Causal Discovery on Dependent Binary Data
  48. Deep Generalized Schr"odinger Bridges: From Image Generation to Solving Mean-Field Games
  49. Few-shot Algorithm Assurance
  50. High-fidelity social learning via shared episodic memories enhances collaborative foraging through mnemonic convergence
  51. TeLU Activation Function for Fast and Stable Deep Learning
  52. Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues
  53. Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours
  54. An Anomaly Detection System Based on Generative Classifiers for Controller Area Network
  55. Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation
  56. ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
  57. Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation
  58. Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study
  59. Plastic Waste Classification Using Deep Learning: Insights from the WaDaBa Dataset
  60. How To Think About End-To-End Encryption and AI: Training, Processing, Disclosure, and Consent
  61. Machine and Deep Learning for Credit Scoring: A compliant approach
  62. AfriHG: News headline generation for African Languages
  63. YAD: Leveraging T5 for Improved Automatic Diacritization of Yor`ub'a Text
  64. Decoding Emotion: Speech Perception Patterns in Individuals with Self-reported Depression
  65. Building a Rich Dataset to Empower the Persian Question Answering Systems
  66. Generative Regression Based Watch Time Prediction for Short-Video Recommendation
  67. Towards Real-Time 2D Mapping: Harnessing Drones, AI, and Computer Vision for Advanced Insights
  68. Toward Visual Grounding: A Survey
  69. No-regret learning in harmonic games: Extrapolation in the face of conflicting interests
  70. Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
  71. Lower bounds on transformers with infinite precision
  72. Physics consistent machine learning framework for inverse modeling with applications to ICF capsule implosions
  73. Accurate Coresets for Latent Variable Models and Regularized Regression
  74. DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization
  75. Mining Platoon Patterns from Traffic Videos
  76. Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness
  77. On dataset transferability in medical image classification
  78. Geo-ConvGRU: Geographically Masked Convolutional Gated Recurrent Unit for Bird-Eye View Segmentation
  79. Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series
  80. Conformal Risk Control for Pulmonary Nodule Detection
  81. StyleAutoEncoder for manipulating image attributes using pre-trained StyleGAN
  82. Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
  83. Multi-Modality Driven LoRA for Adverse Condition Depth Estimation
  84. Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
  85. Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting
  86. DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis
  87. Gradient Descent Methods for Regularized Optimization
  88. Cross-Modal Mapping: Mitigating the Modality Gap for Few-Shot Image Classification
  89. SyncDiff: Synchronized Motion Diffusion for Multi-Body Human-Object Interaction Synthesis
  90. RFPPO: Motion Dynamic RRT based Fluid Field - PPO for Dynamic TF/TA Routing Planning
  91. From Worms to Mice: Homeostasis Maybe All You Need
  92. An archaeological Catalog Collection Method Based on Large Vision-Language Models
  93. On the Validity of Traditional Vulnerability Scoring Systems for Adversarial Attacks against LLMs
  94. MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search
  95. Enhancing Marine Debris Acoustic Monitoring by Optical Flow-Based Motion Vector Analysis
  96. Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset
  97. The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
  98. VELoRA: A Low-Rank Adaptation Approach for Efficient RGB-Event based Recognition
  99. Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts
  100. Self-Calibrated Dual Contrasting for Annotation-Efficient Bacteria Raman Spectroscopy Clustering and Classification
All 133
  1. AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models
  2. "My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise
  3. GSplatLoc: Ultra-Precise Camera Localization via 3D Gaussian Splatting
  4. CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker Generation
  5. SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
  6. STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains
  7. DAVE: Diverse Atomic Visual Elements Dataset with High Representation of Vulnerable Road Users in Complex and Unpredictable Environments
  8. A Greedy Strategy for Graph Cut
  9. Maintain Plasticity in Long-timescale Continual Test-time Adaptation
  10. Children's Acquisition of Tail-recursion Sequences: A Review of Locative Recursion and Possessive Recursion as Examples
  11. Causal Interpretability for Adversarial Robustness: A Hybrid Generative Classification Approach
  12. Global Search of Optimal Spacecraft Trajectories using Amortization and Deep Generative Models
  13. Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning
  14. A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
  15. ProtCLIP: Function-Informed Protein Multi-Modal Learning
  16. Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer Lesions
  17. Adversarial Robustness for Deep Learning-based Wildfire Prediction Models
  18. Adaptive Parameter-Efficient Federated Fine-Tuning on Heterogeneous Devices
  19. Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking
  20. Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio
  21. From Generalist to Specialist: A Survey of Large Language Models for Chemistry
  22. Discrete Curvature Graph Information Bottleneck
  23. An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models
  24. A Robust Federated Learning Framework for Undependable Devices at Scale
  25. SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies
  26. Caesar: A Low-deviation Compression Approach for Efficient Federated Learning
  27. Delayed Random Partial Gradient Averaging for Federated Learning
  28. The Fifth International Verification of Neural Networks Competition (VNN-COMP 2024): Summary and Results
  29. Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance
  30. Will you donate money to a chatbot? The effect of chatbot anthropomorphic features and persuasion strategies on willingness to donate
  31. MobileNetV2: A lightweight classification model for home-based sleep apnea screening
  32. Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts
  33. DepthMamba with Adaptive Fusion