mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 1 Oct 2022

90 papers

  1. Multimodal Analogical Reasoning over Knowledge GraphsLLM reasoning → Multimodal reasoning
  2. Swift Markov Logic for Probabilistic Reasoning on Knowledge GraphsLLM reasoning → Test-time compute and efficient thinking
  3. Multi-stage Progressive Compression of Conformer Transducer for On-device Speech RecognitionKnowledge distillation → Speech and audio distillation
  4. A new nonparametric interpoint distance-based measure for assessment of clustering
  5. Synthetic Text Detection: Systemic Literature Review
  6. Cross Task Neural Architecture Search for EEG Signal Classifications
  7. T2CI-GAN: Text to Compressed Image generation using Generative Adversarial Network
  8. Disentangling Mixtures of Unknown Causal Interventions
  9. Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback
  10. Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data
  11. Bayesian Q-learning With Imperfect Expert Demonstrations
  12. STGIN: A Spatial Temporal Graph-Informer Network for Long Sequence Traffic Speed Forecasting
  13. Latent Hierarchical Causal Structure Discovery with Rank Constraints
  14. Ten Years after ImageNet: A 360deg Perspective on AI
  15. Multi-objective Deep Data Generation with Correlated Property Control
  16. BIASeD: Bringing Irrationality into Automated System Design
  17. CGELBank: CGEL as a Framework for English Syntax Annotation
  18. Physical Computing: A Category Theoretic Perspective on Physical Computation and System Compositionality
  19. Transfer Learning for Individual Treatment Effect Estimation
  20. NeRF: Neural Radiance Field in 3D Vision: A Comprehensive Review (Updated Post-Gaussian Splatting)
  21. Convolutional Neural Networks on Manifolds: From Graphs and Back
  22. Parameter-varying neural ordinary differential equations with partition-of-unity networks
  23. A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition
  24. DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
  25. Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection
  26. Counter-Adversarial Learning with Inverse Unscented Kalman Filter
  27. Social and environmental impact of recent developments in machine learning on biology and chemistry research
  28. Model-X Sequential Testing for Conditional Independence via Testing by Betting
  29. Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning
  30. Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition
  31. Identifying Selections Operating on HIV-1 Reverse Transcriptase via Uniform Manifold Approximation and Projection
  32. Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms
  33. Longitudinal Sentiment Analyses for Radicalization Research: Intertemporal Dynamics on Social Media Platforms and their Implications
  34. Deep Recurrent Q-learning for Energy-constrained Coverage with a Mobile Robot
  35. Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph
  36. MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation
  37. PathFinder: Discovering Decision Pathways in Deep Neural Networks
  38. Implementation of a Three-class Classification LS-SVM Model for the Hybrid Antenna Array with Bowtie Elements in the Adaptive Beamforming Application
  39. Using Argumentation Schemes to Model Legal Reasoning
  40. Learning Hierarchical Image Segmentation For Recognition and By Recognition
  41. CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family
  42. Parametrized Power-Iteration Clustering for Directed Graphs
  43. LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings
  44. Learning Globally Smooth Functions on Manifolds
  45. Federated Representation Learning via Maximal Coding Rate Reduction
  46. An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants
  47. Gait-based Age Group Classification with Adaptive Graph Neural Network
  48. Deep Intrinsically Motivated Exploration in Continuous Control
  49. DeltaBound Attack: Efficient decision-based attack in low queries regime
  50. NeuroEvo: A Cloud-based Platform for Automated Design and Training of Neural Networks using Evolutionary and Particle Swarm Algorithms
  51. Construction and Evaluation of a Self-Attention Model for Semantic Understanding of Sentence-Final Particles
  52. Failure-informed adaptive sampling for PINNs
  53. Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2
  54. Offline Handwritten Amharic Character Recognition Using Few-shot Learning
  55. FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities
  56. Solar Power Time Series Forecasting Utilising Wavelet Coefficients
  57. Long-Tailed Class Incremental Learning
  58. Fine-tuning Wav2vec for Vocal-burst Emotion Recognition
  59. Primal-dual regression approach for Markov decision processes with general state and action space
  60. Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data
  61. Blindly Deconvolving Super-noisy Blurry Image Sequences
  62. Heterogeneous Graph Contrastive Multi-view Learning
  63. On The Relative Error of Random Fourier Features for Preserving Kernel Distance
  64. Learnable Distribution Calibration for Few-Shot Class-Incremental Learning
  65. Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation
  66. Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning
  67. Contour-Aware Equipotential Learning for Semantic Segmentation
  68. Solving Coupled Differential Equation Groups Using PINO-CDE
  69. Motion-inductive Self-supervised Object Discovery in Videos
  70. A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering
  71. Nested Search versus Limited Discrepancy Search
  72. Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement
  73. HyperHawkes: Hypernetwork based Neural Temporal Point Process
  74. Efficient Quantum Agnostic Improper Learning of Decision Trees
  75. Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States
  76. FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation
  77. Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation
  78. Pitfalls of Gaussians as a noise distribution in NCE
  79. Design of Fuzzy Logic Controller for Washing Machine
  80. Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks
  81. Structure-Aware NeRF without Posed Camera via Epipolar Constraint
  82. EAPruning: Evolutionary Pruning for Vision Transformers and CNNs
  83. On the tightness of linear relaxation based robustness certification methods
  84. A Combinatorial Perspective on the Optimization of Shallow ReLU Networks
  85. Technical Report-IoT Devices Proximity Authentication In Ad Hoc Network Environment
  86. Improving ProtoNet for Few-Shot Video Object Recognition: Winner of ORBIT Challenge 2022
  87. Predictive Inference with Feature Conformal Prediction
  88. Automated segmentation of microvessels in intravascular OCT images using deep learning
  89. Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning
  90. Adversarial Attacks on Transformers-Based Malware Detectors