mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 26 Nov 2022

107 papers

  1. A Physics-informed Diffusion Model for High-fidelity Flow Field ReconstructionDiffusion models → Flow matching, time series and science
  2. How Crucial is Transformer in Decision Transformer?Offline RL and imitation learning from data → Decision transformers and sequence modeling
  3. Efficient Video Prediction via Sparsely Conditioned Flow MatchingDiffusion models → Flow matching, time series and science
  4. SKDBERT: Compressing BERT via Stochastic Knowledge DistillationKnowledge distillation → Knowledge distillation for LLMs
  5. Asymmetric Cross-Scale Alignment for Text-Based Person Search
  6. A Tutorial on Neural Networks and Gradient-free Training
  7. An Emotion-guided Approach to Domain Adaptive Fake News Detection using Adversarial Learning
  8. Carbon Emission Prediction on the World Bank Dataset for Canada
  9. A locally time-invariant metric for climate model ensemble predictions of extreme risk
  10. ResNeRF: Geometry-Guided Residual Neural Radiance Field for Indoor Scene Novel View Synthesis
  11. From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments
  12. Latent Graph Inference using Product Manifolds
  13. Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
  14. Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning
  15. A Maximum Log-Likelihood Method for Imbalanced Few-Shot Learning Tasks
  16. Deep Fake Detection, Deterrence and Response: Challenges and Opportunities
  17. Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
  18. Computational Co-Design for Variable Geometry Truss
  19. 3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images
  20. Unsupervised Wildfire Change Detection based on Contrastive Learning
  21. Learning Bimanual Scooping Policies for Food Acquisition
  22. SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation
  23. Learning Visuo-Haptic Skewering Strategies for Robot-Assisted Feeding
  24. Towards Improved Input Masking for Convolutional Neural Networks
  25. Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties
  26. Gender Biases Unexpectedly Fluctuate in the Pre-training Stage of Masked Language Models
  27. Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning
  28. A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection
  29. Why Neural Networks Work
  30. Searching for Discriminative Words in Multidimensional Continuous Feature Space
  31. Where to Pay Attention in Sparse Training for Feature Selection?
  32. The distribution of syntactic dependency distances
  33. Mixture of Decision Trees for Interpretable Machine Learning
  34. The Principles of Data-Centric AI (DCAI)
  35. Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision
  36. Looking at the posterior: accuracy and uncertainty of neural-network predictions
  37. Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching
  38. Condensed Gradient Boosting
  39. 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation
  40. Direct-Effect Risk Minimization for Domain Generalization
  41. A Survey of Text Representation Methods and Their Genealogy
  42. AvatarGen: A 3D Generative Model for Animatable Human Avatars
  43. Demystifying Bitcoin Address Behavior via Graph Neural Networks
  44. Estimation and inference for transfer learning with high-dimensional quantile regression
  45. Distribution estimation and change-point estimation for time series via DNN-based GANs
  46. CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising
  47. Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model
  48. BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning
  49. Siamese Object Tracking for Vision-Based UAM Approaching with Pairwise Scale-Channel Attention
  50. Who are you referring to? Coreference resolution in image narrations
  51. Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification
  52. CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors
  53. Distribution Free Prediction Sets for Node Classification
  54. DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains
  55. Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images
  56. Contextual Expressive Text-to-Speech
  57. Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification
  58. Target-Free Text-guided Image Manipulation
  59. When Spectral Modeling Meets Convolutional Networks: A Method for Discovering Reionization-era Lensed Quasars in Multi-band Imaging Data
  60. RL-Based Guidance in Outpatient Hysteroscopy Training: A Feasibility Study
  61. Lexical Complexity Controlled Sentence Generation
  62. An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning
  63. Visual Place Recognition
  64. Equity Promotion in Public Transportation
  65. Visual Fault Detection of Multi-scale Key Components in Freight Trains
  66. Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation
  67. A Particle-based Sparse Gaussian Process Optimizer
  68. A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix
  69. Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval
  70. Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation
  71. Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
  72. Lexicon-injected Semantic Parsing for Task-Oriented Dialog
  73. Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis
  74. Predictive linguistic cues for fake news: a societal artificial intelligence problem
  75. Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth
  76. Learning Single Image Defocus Deblurring with Misaligned Training Pairs
  77. Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices
  78. Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection
  79. The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look
  80. Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data
  81. Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling
  82. Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation
  83. Mitigating Relational Bias on Knowledge Graphs
  84. Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance
  85. FastHuman: Reconstructing High-Quality Clothed Human in Minutes
  86. PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection
  87. SGCE-Font: Skeleton Guided Channel Expansion for Chinese Font Generation
  88. Towards Better Document-level Relation Extraction via Iterative Inference
  89. Transfer RL via the Undo Maps Formalism
  90. Similarity-based cooperative equilibrium
  91. Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image
  92. Meta Architecture for Point Cloud Analysis
  93. CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
  94. Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts
  95. TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis
  96. Transform Once: Efficient Operator Learning in Frequency Domain
  97. A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control
  98. PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations
  99. Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network
  100. Quantitative Method for Security Situation of the Power Information Network Based on the Evolutionary Neural Network
All 107
  1. Photo Rater: Photographs Auto-Selector with Deep Learning
  2. Panoramic Video Salient Object Detection with Ambisonic Audio Guidance
  3. EasyMLServe: Easy Deployment of REST Machine Learning Services
  4. c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization
  5. Domain-Independent Dynamic Programming: Generic State Space Search for Combinatorial Optimization
  6. Exploring Temporal Information Dynamics in Spiking Neural Networks
  7. Learning Branching Heuristics from Graph Neural Networks