mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 1 Sep 2022

122 papers

  1. In conversation with Artificial Intelligence: aligning language models with human valuesLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  2. Transformers are Sample-Efficient World ModelsWorld models → Latent dynamics models and model-based RL
  3. A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect DetectionKnowledge distillation → Detection and dense prediction distillation
  4. FLAME: Free-form Language-based Motion Synthesis & EditingDiffusion models → Video generation
  5. MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
  6. Towards Multidimensional Textural Perception and Classification Through Whisker
  7. Topic Detection in Continuous Sign Language Videos
  8. SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition
  9. YouTube and Science: Models for Research Impact
  10. EvolvingBehavior: Towards Co-Creative Evolution of Behavior Trees for Game NPCs
  11. On Quantizing Implicit Neural Representations
  12. Black-box optimization for integer-variable problems using Ising machines and factorization machines
  13. Intrinsic fluctuations of reinforcement learning promote cooperation
  14. CASPER: Cognitive Architecture for Social Perception and Engagement in Robots
  15. Physics-informed MTA-UNet: Prediction of Thermal Stress and Thermal Deformation of Satellites
  16. Johnson-Lindenstrauss embeddings for noisy vectors -- taking advantage of the noise
  17. MIME: Minority Inclusion for Majority Group Enhancement of AI Performance
  18. A Low-Cost Multi-Agent System for Physical Security in Smart Buildings
  19. Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
  20. HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images
  21. Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery
  22. Learning correspondences of cardiac motion from images using biomechanics-informed modeling
  23. A Technique to Create Weaker Abstract Board Game Agents via Reinforcement Learning
  24. Exploring Gradient-based Multi-directional Controls in GANs
  25. Making Intelligence: Ethical Values in IQ and ML Benchmarks
  26. Nonlinear desirability theory
  27. Zero-Shot Multi-Modal Artist-Controlled Retrieval and Exploration of 3D Object Sets
  28. Exploring traditional machine learning for identification of pathological auscultations
  29. Deep reinforcement learning for quantum multiparameter estimation
  30. Self-supervised Representation Learning on Electronic Health Records with Graph Kernel Infomax
  31. Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
  32. Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks
  33. Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
  34. Cross-Spectral Neural Radiance Fields
  35. Visual Prompting via Image Inpainting
  36. Lip-to-Speech Synthesis for Arbitrary Speakers in the Wild
  37. Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation
  38. Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation
  39. Fair mapping
  40. Learning with Differentiable Algorithms
  41. ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
  42. Heterogeneous Graph Tree Networks
  43. Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation
  44. Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering?
  45. Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors
  46. Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation
  47. On Almost-Sure Intention Deception Planning that Exploits Imperfect Observers
  48. Go-Explore Complex 3D Game Environments for Automated Reachability Testing
  49. Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction
  50. Model Transparency and Interpretability : Survey and Application to the Insurance Industry
  51. Unsupervised Simplification of Legal Texts
  52. Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation
  53. MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian
  54. Actor Prioritized Experience Replay
  55. Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
  56. Complexity of Representations in Deep Learning
  57. Implicit and Efficient Point Cloud Completion for 3D Single Object Tracking
  58. The Neural Process Family: Survey, Applications and Perspectives
  59. Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation
  60. DRL Enabled Coverage and Capacity Optimization in STAR-RIS Assisted Networks
  61. Possibilities and Implications of the Multi-AI Competition
  62. Models and Benchmarks for Representation Learning of Partially Observed Subgraphs
  63. Environmental Claim Detection
  64. Quantum-Classical Hybrid Information Processing via a Single Quantum System
  65. TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning
  66. Towards Hexapod Gait Adaptation using Enumerative Encoding of Gaits: Gradient-Free Heuristics
  67. Focus-Driven Contrastive Learniang for Medical Question Summarization
  68. REMOT: A Region-to-Whole Framework for Realistic Human Motion Transfer
  69. Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods
  70. An Incremental Learning framework for Large-scale CTR Prediction
  71. Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis
  72. Fair learning with Wasserstein barycenters for non-decomposable performance measures
  73. Review of the AMLAS Methodology for Application in Healthcare
  74. MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition
  75. On the detection of morphing attacks generated by GANs
  76. Optimal Regularized Online Allocation by Adaptive Re-Solving
  77. A Unified Framework for Estimation of High-dimensional Conditional Factor Models
  78. TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut
  79. SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
  80. Sample Efficient Learning of Factored Embeddings of Tensor Fields
  81. Hidden Author Bias in Book Recommendation
  82. KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks
  83. Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss
  84. Versatile Single-Loop Method for Gradient Estimator: First and Second Order Optimality, and its Application to Federated Learning
  85. Gait Recognition in the Wild with Multi-hop Temporal Switch
  86. Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases
  87. Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization
  88. B'ezier Gaussian Processes for Tall and Wide Data
  89. Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions
  90. Self-Supervised Pretraining for 2D Medical Image Segmentation
  91. Progressive Fusion for Multimodal Integration
  92. Generating Coherent Drum Accompaniment With Fills And Improvisations
  93. Large-Scale Auto-Regressive Modeling Of Street Networks
  94. Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization
  95. Video-Guided Curriculum Learning for Spoken Video Grounding
  96. Combating Noisy Labels in Long-Tailed Image Classification
  97. Which anonymization technique is best for which NLP task? -- It depends. A Systematic Study on Clinical Text Processing
  98. Attention Enhanced Citrinet for Speech Recognition
  99. Deep Sparse Conformer for Speech Recognition
  100. Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations
All 122
  1. MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment
  2. Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach
  3. The Geometry and Calculus of Losses
  4. Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier Space
  5. Hybrid Gromov-Wasserstein Embedding for Capsule Learning
  6. Trading Off Privacy, Utility and Efficiency in Federated Learning
  7. STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction
  8. 1st Place Solution to ECCV 2022 Challenge on Out of Vocabulary Scene Text Understanding: End-to-End Recognition of Out of Vocabulary Words
  9. PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration
  10. Isotropic Representation Can Improve Dense Retrieval
  11. A Genetic Algorithm-based Framework for Learning Statistical Power Manifold
  12. Public Parking Spot Detection And Geo-localization Using Transfer Learning
  13. Probabilistic Deduction: an Approach to Probabilistic Structured Argumentation
  14. An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters
  15. To Store or Not? Online Data Selection for Federated Learning with Limited Storage
  16. A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation
  17. Federated Learning with Label Distribution Skew via Logits Calibration
  18. Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
  19. SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches
  20. ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification
  21. Continuous-time Particle Filtering for Latent Stochastic Differential Equations
  22. CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach