mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 18 Sep 2022

79 papers

  1. Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision ProcessesOffline RL and imitation learning from data → Offline RL algorithms
  2. Improving the Performance of DNN-based Software Services using Automated Layer CachingEfficient LLM inference and serving → KV cache optimization
  3. Membership Inference Attacks and Generalization: A Causal PerspectiveLLM safety and security → Membership inference attacks
  4. Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection
  5. Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling
  6. Siamese Network-based Lightweight Framework for Tomato Leaf Disease Recognition
  7. EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers
  8. Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems
  9. Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques
  10. Multi-level Explanation of Deep Reinforcement Learning-based Scheduling
  11. Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization
  12. Towards Robust Off-Policy Evaluation via Human Inputs
  13. Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection
  14. HiPart: Hierarchical Divisive Clustering Toolbox
  15. Dynamic Global Memory for Document-level Argument Extraction
  16. Semantic Segmentation using Neural Ordinary Differential Equations
  17. Allocation Schemes in Analytic Evaluation: Applicant-Centric Holistic or Attribute-Centric Segmented?
  18. Learn the Time to Learn: Replay Scheduling in Continual Learning
  19. Online Regenerative Learning
  20. Enabling Conversational Interaction with Mobile UI using Large Language Models
  21. Through a fair looking-glass: mitigating bias in image datasets
  22. Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness
  23. DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
  24. Emission-Aware Optimization of Gas Networks: Input-Convex Neural Network Approach
  25. Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation
  26. CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic Segmentation
  27. RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning
  28. Is Stochastic Gradient Descent Near Optimal?
  29. Improving Topic Segmentation by Injecting Discourse Dependencies
  30. The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning
  31. Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data
  32. PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems
  33. Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features
  34. Comparative study of machine learning and deep learning methods on ASD classification
  35. ASAP: Adaptive Scheme for Asynchronous Processing of Event-based Vision Algorithms
  36. Low-cost machine learning approach to the prediction of transition metal phosphor excited state properties
  37. RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
  38. Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
  39. SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
  40. A Computational Model of Learning Flexible Navigation in a Maze by Layout-Conforming Replay of Place Cells
  41. ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding
  42. MMSR: Multiple-Model Learned Image Super-Resolution Benefiting From Class-Specific Image Priors
  43. Perception-Distortion Trade-off in the SR Space Spanned by Flow Models
  44. Pairwise independent correlation gap
  45. Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
  46. ActiveNeRF: Learning where to See with Uncertainty Estimation
  47. Distribution inference risks: Identifying and mitigating sources of leakage
  48. RDD2022: A multi-national image dataset for automatic Road Damage Detection
  49. SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection
  50. Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances
  51. Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification
  52. A Benchmark for Understanding and Generating Dialogue between Characters in Stories
  53. A Non-parametric Skill Representation with Soft Null Space Projectors for Fast Generalization
  54. VisTaNet: Attention Guided Deep Fusion for Surface Roughness Classification
  55. Imbalanced Node Processing Method in Graph Neural Network Classification Task
  56. Infrared: A Meta Bug Detector
  57. Revisiting Rolling Shutter Bundle Adjustment: Toward Accurate and Fast Solution
  58. A Map-matching Algorithm with Extraction of Multi-group Information for Low-frequency Data
  59. LATITUDE: Robotic Global Localization with Truncated Dynamic Low-pass Filter in City-scale NeRF
  60. Empirical Analysis on Top-k Gradient Sparsification for Distributed Deep Learning in a Supercomputing Environment
  61. EMA-VIO: Deep Visual-Inertial Odometry with External Memory Attention
  62. Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning
  63. Bootstrap Generalization Ability from Loss Landscape Perspective
  64. GaitMM: Multi-Granularity Motion Sequence Learning for Gait Recognition
  65. Human Performance Modeling and Rendering via Neural Animated Mesh
  66. Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data
  67. Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
  68. Random Fourier Features for Asymmetric Kernels
  69. StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks
  70. Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO
  71. TODE-Trans: Transparent Object Depth Estimation with Transformer
  72. EMaP: Explainable AI with Manifold-based Perturbations
  73. MetaDIP: Accelerating Deep Image Prior with Meta Learning
  74. NeuCEPT: Locally Discover Neural Networks' Mechanism via Critical Neurons Identification with Precision Guarantee
  75. SDFE-LV: A Large-Scale, Multi-Source, and Unconstrained Database for Spotting Dynamic Facial Expressions in Long Videos
  76. HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
  77. Estimating and Explaining Model Performance When Both Covariates and Labels Shift
  78. Rethinking Personalized Ranking at Pinterest: An End-to-End Approach
  79. Evolution of a Web-Scale Near Duplicate Image Detection System