mlsanityData to 7 Oct 2026

Papers

New on arXiv

Fri 21 Jul 2023

166 papers

  1. GPT-4 Can't ReasonLLM reasoning → Reasoning benchmarks and evaluation
  2. PartDiff: Image Super-resolution with Partial Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  3. CARTIER: Cartographic lAnguage Reasoning Targeted at Instruction Execution for RobotsLLM reasoning → Spatial and embodied reasoning
  4. Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as PromptsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  5. Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value RegularizationOffline RL and imitation learning from data → Offline multi-agent RL
  6. Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series ForecastingDiffusion models → Flow matching, time series and science
  7. Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuningDiffusion models → Image generation, text-to-image and editing
  8. Model-based Offline Reinforcement Learning with Count-based ConservatismOffline RL and imitation learning from data → Offline RL algorithms
  9. GIST: Generating Image-Specific Text for Fine-grained Object ClassificationMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  10. DPM-OT: A New Diffusion Probabilistic Model Based on Optimal TransportDiffusion models → Diffusion foundations and sampling
  11. Who should I Collaborate with? A Comparative Study of Academia and Industry Research Collaboration in NLP
  12. The Two Faces of AI in Green Mobile Computing: A Literature Review
  13. Learning to Segment from Noisy Annotations: A Spatial Correction Approach
  14. Design Space Exploration on Efficient and Accurate Human Pose Estimation from Sparse IMU-Sensing
  15. Methodologies for Improving Modern Industrial Recommender Systems
  16. FREIDA: A Framework for developing quantitative agent based models based on qualitative expert knowledge
  17. eXplainable Artificial Intelligence (XAI) in aging clock models
  18. Assessing Large Language Models' ability to predict how humans balance self-interest and the interest of others
  19. Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent
  20. LAMP: Leveraging Language Prompts for Multi-person Pose Estimation
  21. RIC: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction
  22. Mercer Large-Scale Kernel Machines from Ridge Function Perspective
  23. Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
  24. Poverty rate prediction using multi-modal survey and earth observation data
  25. Bibliometric Analysis of Publisher and Journal Instructions to Authors on Generative-AI in Academic and Scientific Publishing
  26. Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
  27. Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks
  28. Model Compression Methods for YOLOv5: A Review
  29. Project Florida: Federated Learning Made Easy
  30. Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning
  31. On the Vulnerability of Fairness Constrained Learning to Malicious Noise
  32. Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
  33. Selecting the motion ground truth for loose-fitting wearables: benchmarking optical MoCap methods
  34. MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classification
  35. The Looming Threat of Fake and LLM-generated LinkedIn Profiles: Challenges and Opportunities for Detection and Prevention
  36. Digital Modeling on Large Kernel Metamaterial Neural Network
  37. MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering
  38. Multimodal Document Analytics for Banking Process Automation
  39. Data-Induced Interactions of Sparse Sensors Using Statistical Physics
  40. PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks
  41. Enhancing Your Trained DETRs with Box Refinement
  42. HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
  43. Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images
  44. Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks
  45. Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data
  46. Prompting Large Language Models with Speech Recognition Abilities
  47. Artificial Intelligence-Generated Terahertz Multi-Resonant Metasurfaces via Improved Transformer and CGAN Neural Networks
  48. Differentially Private Heavy Hitter Detection using Federated Analytics
  49. BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation
  50. Advancing Ad Auction Realism: Practical Insights & Modeling Implications
  51. Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense
  52. OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples
  53. Benchmark datasets for biomedical knowledge graphs with negative statements
  54. Convergence of SGD for Training Neural Networks with Sliced Wasserstein Losses
  55. Statement-based Memory for Neural Source Code Summarization
  56. 3D Skeletonization of Complex Grapevines for Robotic Pruning
  57. JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning
  58. SACReg: Scene-Agnostic Coordinate Regression for Visual Localization
  59. Using simulation to calibrate real data acquisition in veterinary medicine
  60. Robust Feature Inference: A Test-time Defense Strategy using Spectral Projections
  61. An Efficient Interior-Point Method for Online Convex Optimization
  62. Preferences Evolve And So Should Your Bandits: Bandits with Evolving States for Online Platforms
  63. FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification
  64. Alleviating the Long-Tail Problem in Conversational Recommender Systems
  65. Morphological Image Analysis and Feature Extraction for Reasoning with AI-based Defect Detection and Classification Models
  66. Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing
  67. Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems
  68. OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?
  69. Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
  70. On the Complexity of the Bipartite Polarization Problem: from Neutral to Highly Polarized Discussions
  71. Divide and Adapt: Active Domain Adaptation via Customized Learning
  72. Robust Fully-Asynchronous Methods for Distributed Training over General Architecture
  73. CausE: Towards Causal Knowledge Graph Embedding
  74. Persistent Ballistic Entanglement Spreading with Optimal Control in Quantum Spin Chains
  75. Learning minimal representations of stochastic processes with variational autoencoders
  76. Finding Optimal Diverse Feature Sets with Alternative Feature Selection
  77. Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation
  78. Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extraction
  79. Transferability of Convolutional Neural Networks in Stationary Learning Tasks
  80. A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion
  81. CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph
  82. Adversarial Feature Map Pruning for Backdoor
  83. Feature Map Testing for Deep Neural Networks
  84. Advancing Visual Grounding with Scene Knowledge: Benchmark and Method
  85. CycleIK: Neuro-inspired Inverse Kinematics
  86. Contributions of El Ni~no Southern Oscillation (ENSO) Diversity to Low-Frequency Changes in ENSO Variance
  87. YOLOPose V2: Understanding and Improving Transformer-based 6D Pose Estimation
  88. Towards practical reinforcement learning for tokamak magnetic control
  89. Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation
  90. Identifying Relevant Features of CSE-CIC-IDS2018 Dataset for the Development of an Intrusion Detection System
  91. KVN: Keypoints Voting Network with Differentiable RANSAC for Stereo Pose Estimation
  92. Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
  93. UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-wide-angle Transformation Multi-scale GAN
  94. Improving Viewpoint Robustness for Visual Recognition via Adversarial Training
  95. CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields
  96. Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development
  97. BatMobility: Towards Flying Without Seeing for Autonomous Drones
  98. IndigoVX: Where Human Intelligence Meets AI for Optimal Decision Making
  99. CORE: Cooperative Reconstruction for Multi-Agent Perception
  100. Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography
All 166
  1. General regularization in covariate shift adaptation
  2. Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems
  3. A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data
  4. R2Det: Redemption from Range-view for Accurate 3D Object Detection
  5. SA-BEV: Generating Semantic-Aware Bird's-Eye-View Feature for Multi-view 3D Object Detection
  6. Robust Visual Question Answering: Datasets, Methods, and Future Challenges
  7. A Semi-supervised Physics-Aware Triple-Stream Underwater Image Enhancement Network
  8. Distribution Shift Matters for Knowledge Distillation with Webly Collected Images
  9. Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks
  10. MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction
  11. A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values
  12. Improve Long-term Memory Learning Through Rescaling the Error Temporally
  13. Strip-MLP: Efficient Token Interaction for Vision MLP
  14. Incorporating Human Translator Style into English-Turkish Literary Machine Translation
  15. Providing personalized Explanations: a Conversational Approach
  16. Topic Identification For Spontaneous Speech: Enriching Audio Features With Embedded Linguistic Information
  17. AIGC Empowering Telecom Sector White Paper_chinese
  18. Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection
  19. Neural Operators for PDE Backstepping Control of First-Order Hyperbolic PIDE with Recycle and Delay
  20. Batching for Green AI -- An Exploratory Study on Inference
  21. An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems
  22. Attention to Entropic Communication
  23. FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields
  24. A Video-based Detector for Suspicious Activity in Examination with OpenPose
  25. Deep Directly-Trained Spiking Neural Networks for Object Detection
  26. Direct and inverse modeling of soft robots by learning a condensed FEM model
  27. Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognition
  28. Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
  29. MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems
  30. Large Language Model-based System to Provide Immediate Feedback to Students in Flipped Classroom Preparation Learning
  31. CLR: Channel-wise Lightweight Reprogramming for Continual Learning
  32. Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text
  33. Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework
  34. LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space
  35. Offline Diversity Maximization Under Imitation Constraints
  36. Random Separating Hyperplane Theorem and Learning Polytopes
  37. Photo2Relief: Let Human in the Photograph Stand Out
  38. ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection
  39. Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning
  40. What can a Single Attention Layer Learn? A Study Through the Random Features Lens
  41. Bounded P-values in Parametric Programming-based Selective Inference
  42. CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study
  43. DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce
  44. A Two-stage Fine-tuning Strategy for Generalizable Manipulation Skill of Embodied AI
  45. Tuning Pre-trained Model via Moment Probing
  46. OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning
  47. Character Time-series Matching For Robust License Plate Recognition
  48. Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields
  49. Improving Transferability of Adversarial Examples via Bayesian Attacks
  50. Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition
  51. Beyond Convergence: Identifiability of Machine Learning and Deep Learning Models
  52. Systematic Adaptation of Communication-focused Machine Learning Models from Real to Virtual Environments for Human-Robot Collaboration
  53. Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives
  54. HVDetFusion: A Simple and Robust Camera-Radar Fusion Framework
  55. "Tidy Up the Table": Grounding Common-sense Objective for Tabletop Object Rearrangement
  56. XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge
  57. Making Pre-trained Language Models both Task-solvers and Self-calibrators
  58. Neuromorphic Online Learning for Spatiotemporal Patterns with a Forward-only Timeline
  59. EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos
  60. PI-VEGAN: Physics Informed Variational Embedding Generative Adversarial Networks for Stochastic Differential Equations
  61. Kernelized Offline Contextual Dueling Bandits
  62. Eliminating Unintended Stable Fixpoints for Hybrid Reasoning Systems
  63. MAS: Towards Resource-Efficient Federated Multiple-Task Learning
  64. Epsilon*: Privacy Metric for Machine Learning Models
  65. Generator-Retriever-Generator Approach for Open-Domain Question Answering
  66. Screening Mammography Breast Cancer Detection