mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 24 Jun 2023

106 papers

  1. Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score MatchingOffline RL and imitation learning from data → Offline RL algorithms
  2. Full Automation of Goal-driven LLM Dialog Threads with And-Or Recursors and Refiner OraclesLLM reasoning → Reasoning benchmarks and evaluation
  3. Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate TargetsOffline RL and imitation learning from data → Decision transformers and sequence modeling
  4. SEEDS: Emulation of Weather Forecast Ensembles with Diffusion ModelsDiffusion models → Flow matching, time series and science
  5. Offline Policy Evaluation for Reinforcement Learning with Adaptively Collected DataOffline RL and imitation learning from data → Offline RL algorithms
  6. Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-StepLLM reasoning → Prompting and chain-of-thought reasoning +1
  7. H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language ModelsEfficient LLM inference and serving → KV cache optimization
  8. Machine Learning needs Better Randomness Standards: Randomised Smoothing and PRNG-based attacksLLM safety and security → Backdoor and data poisoning attacks
  9. Thinking Like an Annotator: Generation of Dataset Labeling InstructionsLLM reasoning → Multimodal reasoning
  10. Measuring Sociality in Driving InteractionEnd-to-end autonomous driving → Cooperative and V2X driving
  11. Math Word Problem Solving by Generating Linguistic Variants of Problem StatementsLLM reasoning → Mathematical reasoning
  12. Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency ConstraintsDiffusion models → Medical imaging and segmentation
  13. Community-Aware Transformer for Autism Prediction in fMRI Connectome
  14. Utilizing Segment Anything Model For Assessing Localization of GRAD-CAM in Medical Imaging
  15. Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI
  16. Intensity-free Convolutional Temporal Point Process: Incorporating Local and Global Event Contexts
  17. Efficient Annotation of Medieval Charters
  18. SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning
  19. UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense Disambiguation
  20. Modeling Graphs Beyond Hyperbolic: Graph Neural Networks in Symmetric Positive Definite Matrices
  21. On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions
  22. DesCo: Learning Object Recognition with Rich Language Descriptions
  23. Creating Realistic Anterior Segment Optical Coherence Tomography Images using Generative Adversarial Networks
  24. Stable Yaw Estimation of Boats from the Viewpoint of UAVs and USVs
  25. Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanism
  26. Towards Understanding Gradient Approximation in Equality Constrained Deep Declarative Networks
  27. A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
  28. Decision-Dependent Distributionally Robust Markov Decision Process Method in Dynamic Epidemic Control
  29. Towards Optimal Pricing of Demand Response -- A Nonparametric Constrained Policy Optimization Approach
  30. Smoothed f-Divergence Distributionally Robust Optimization
  31. Weighted Automata Extraction and Explanation of Recurrent Neural Networks for Natural Language Tasks
  32. Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μ CT of Titanium Coated Ni wires using Deep Learning
  33. Partitioning-Guided K-Means: Extreme Empty Cluster Resolution for Extreme Model Compression
  34. My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks
  35. (Security) Assertions by Large Language Models
  36. Information criteria for structured parameter selection in high dimensional tree and graph models
  37. Individualized Dosing Dynamics via Neural Eigen Decomposition
  38. Interpreting Forecasted Vital Signs Using N-BEATS in Sepsis Patients
  39. Private Networked Federated Learning for Nonsmooth Objectives
  40. Learned Mappings for Targeted Free Energy Perturbation between Peptide Conformations
  41. Boosting Multitask Learning on Graphs through Higher-Order Task Affinities
  42. Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
  43. A clustering and graph deep learning-based framework for COVID-19 drug repurposing
  44. Kernel Support Vector Machine Classifiers with the ℓ0-Norm Hinge Loss
  45. Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation
  46. SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference
  47. Large Language Models as Sous Chefs: Revising Recipes with GPT-3
  48. Robust Classification of High-Dimensional Data using Data-Adaptive Energy Distance
  49. Mobile-Cloud Inference for Collaborative Intelligence
  50. Regularized Multivariate Functional Principal Component Analysis
  51. Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations
  52. Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents
  53. Boosting Model Inversion Attacks with Adversarial Examples
  54. Categorical Approach to Conflict Resolution:A Corrected Correspondence between Category Theory and the Graph Model for Conflict Resolution
  55. Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis
  56. Emotion Flip Reasoning in Multiparty Conversations
  57. DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins
  58. Pointwise-in-Time Explanation for Linear Temporal Logic Rules
  59. Characterizing the Emotion Carriers of COVID-19 Misinformation and Their Impact on Vaccination Outcomes in India and the United States
  60. Unleashing Realistic Air Quality Forecasting: Introducing the Ready-to-Use PurpleAirSF Dataset
  61. Comparison of Pre-trained Language Models for Turkish Address Parsing
  62. Large Sequence Models for Sequential Decision-Making: A Survey
  63. Safe Reinforcement Learning with Dead-Ends Avoidance and Recovery
  64. Are Good Explainers Secretly Human-in-the-Loop Active Learners?
  65. Boost Video Frame Interpolation via Motion Adaptation
  66. Tuning structure learning algorithms with out-of-sample and resampling strategies
  67. Comparative Study of Predicting Stock Index Using Deep Learning Models
  68. Evaluating the Utility of GAN Generated Synthetic Tabular Data for Class Balancing and Low Resource Settings
  69. On Convex Data-Driven Inverse Optimal Control for Nonlinear, Non-stationary and Stochastic Systems
  70. Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons
  71. Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
  72. Active Data Acquisition in Autonomous Driving Simulation
  73. Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels
  74. Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN)
  75. G-TRACER: Expected Sharpness Optimization
  76. Deep learning-based deconvolution for interferometric radio transient reconstruction
  77. ClothFit: Cloth-Human-Attribute Guided Virtual Try-On Network Using 3D Simulated Dataset
  78. Person Recognition using Facial Micro-Expressions with Deep Learning
  79. Can GPT-4 Support Analysis of Textual Data in Tasks Requiring Highly Specialized Domain Expertise?
  80. Spatio-temporal Storytelling? Leveraging Generative Models for Semantic Trajectory Analysis
  81. ICN: Interactive Convolutional Network for Forecasting Travel Demand of Shared Micromobility
  82. Open-Set RF Fingerprinting via Improved Prototype Learning
  83. Radio Generation Using Generative Adversarial Networks with An Unrolled Design
  84. Generalizing Differentially Private Decentralized Deep Learning with Multi-Agent Consensus
  85. Estimating the Causal Effect of Early ArXiving on Paper Acceptance
  86. L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models
  87. Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem
  88. Current density impedance imaging with PINNs
  89. Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query
  90. Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling
  91. Learning from Pixels with Expert Observations
  92. Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems
  93. MIRACLE: Multi-task Learning based Interpretable Regulation of Autoimmune Diseases through Common Latent Epigenetics
  94. IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations
  95. Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification
  96. Similarity Preserving Adversarial Graph Contrastive Learning
  97. A Unified Approach to Controlling Implicit Regularization via Mirror Descent
  98. Is Pre-training Truly Better Than Meta-Learning?
  99. Beyond Scale: The Diversity Coefficient as a Data Quality Metric for Variability in Natural Language Data
  100. DEKGCI: A double-sided recommendation model for integrating knowledge graph and user-item interaction graph
All 106
  1. Computron: Serving Distributed Deep Learning Models with Model Parallel Swapping
  2. Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks
  3. Improved Aircraft Environmental Impact Segmentation via Metric Learning
  4. Selective inference using randomized group lasso estimators for general models
  5. Generalised f-Mean Aggregation for Graph Neural Networks
  6. Adaptive Privacy Composition for Accuracy-first Mechanisms