mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 1 Mar 2023

200 papers

  1. Almanac: Retrieval-Augmented Language Models for Clinical MedicineRetrieval-augmented generation → Medical and biomedical RAG
  2. Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied AgentsLLM agents and tool use → Multimodal and embodied agents
  3. Understanding Diffusion Objectives as the ELBO with Simple Data AugmentationDiffusion models → Diffusion foundations and sampling
  4. Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion modelsDiffusion models → Flow matching, time series and science
  5. Continuous-Time Functional Diffusion ProcessesDiffusion models → Diffusion foundations and sampling
  6. StraIT: Non-autoregressive Generation with Stratified Image TransformerDiffusion models → Image generation, text-to-image and editing
  7. MEGA-DAgger: Imitation Learning with Multiple Imperfect ExpertsOffline RL and imitation learning from data → Imitation learning methods
  8. Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  9. LS-IQ: Implicit Reward Regularization for Inverse Reinforcement LearningOffline RL and imitation learning from data → Inverse reinforcement learning
  10. Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillationKnowledge distillation → Speech and audio distillation
  11. RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-trainingRetrieval-augmented generation → Medical and biomedical RAG
  12. Automated Task-Time Interventions to Improve Teamwork using Imitation LearningOffline RL and imitation learning from data → Imitation learning methods
  13. Unlimited-Size Diffusion RestorationDiffusion models → Inverse problems and image restoration
  14. How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding TasksLLM reasoning → Reasoning benchmarks and evaluation
  15. Collage DiffusionDiffusion models → Image generation, text-to-image and editing
  16. Diffusion Probabilistic FieldsDiffusion models → Diffusion foundations and sampling
  17. CoProver: A Recommender System for Proof Construction
  18. Authorship attribution for Differences between Literary Texts by Bilingual Russian-French and Non-Bilingual French Authors
  19. Underwater Camouflage Object Detection Dataset
  20. Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
  21. ToxVis: Enabling Interpretability of Implicit vs. Explicit Toxicity Detection Models with Interactive Visualization
  22. PN-OWL: A Two Stage Algorithm to Learn Fuzzy Concept Inclusions from OWL Ontologies
  23. Non-invasive Waveform Analysis for Emergency Triage via Simulated Hemorrhage: An Experimental Study using Novel Dynamic Lower Body Negative Pressure Model
  24. Understanding Natural Language Understanding Systems. A Critical Analysis
  25. Heuristics for Vehicle Routing Problem: A Survey and Recent Advances
  26. On Kenn's Rule of Combination Applied to Breast Cancer Precision Therapy
  27. Hybrid Approach for Solving Real-World Bin Packing Problem Instances Using Quantum Annealers
  28. A Lifted Bregman Formulation for the Inversion of Deep Neural Networks
  29. Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias
  30. Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications
  31. Subset-Based Instance Optimality in Private Estimation
  32. ParrotTTS: Text-to-Speech synthesis by exploiting self-supervised representations
  33. Domain-adapted large language models for classifying nuclear medicine reports
  34. Implementing engrams from a machine learning perspective: matching for prediction
  35. Can ChatGPT Assess Human Personalities? A General Evaluation Framework
  36. Poster: Sponge ML Model Attacks of Mobile Apps
  37. The Point to Which Soft Actor-Critic Converges
  38. Learning Person-specific Network Representation for Apparent Personality Traits Recognition
  39. Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process
  40. Domain-aware Triplet loss in Domain Generalization
  41. Synthetic Data: Methods, Use Cases, and Risks
  42. Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails
  43. A prototype hybrid prediction market for estimating replicability of published work
  44. AMIGO: Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images
  45. FuNVol: A Multi-Asset Implied Volatility Market Simulator using Functional Principal Components and Neural SDEs
  46. Automated control and optimisation of laser driven ion acceleration
  47. Planning for Attacker Entrapment in Adversarial Settings
  48. Learning high-dimensional causal effect
  49. Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors
  50. Soft Prompt Guided Joint Learning for Cross-Domain Sentiment Analysis
  51. UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
  52. Synthetic Cross-accent Data Augmentation for Automatic Speech Recognition
  53. Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
  54. Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation
  55. Multi-task neural networks by learned contextual inputs
  56. Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training
  57. Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces
  58. Cloud K-SVD for Image Denoising
  59. S-NeRF: Neural Radiance Fields for Street Views
  60. Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
  61. READ Avatars: Realistic Emotion-controllable Audio Driven Avatars
  62. A Deep Learning Perspective on Network Routing
  63. SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks
  64. R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents
  65. On the universality of Sn-equivariant k-body gates
  66. OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment
  67. A Systematic Analysis of Vocabulary and BPE Settings for Optimal Fine-tuning of NMT: A Case Study of In-domain Translation
  68. Bootstrapping Parallel Anchors for Relative Representations
  69. Cross-Modal Entity Matching for Visually Rich Documents
  70. Aligning benchmark datasets for table structure recognition
  71. A Complementarity-Based Switch-Fuse System for Improved Visual Place Recognition
  72. Predicting the wall-shear stress and wall pressure through convolutional neural networks
  73. Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis
  74. The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms
  75. PE-GAN: Prior Embedding GAN for PXD images at Belle II
  76. On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches
  77. Rethinking Efficient Tuning Methods from a Unified Perspective
  78. Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
  79. Forward-PECVaR Algorithm: Exact Evaluation for CVaR SSPs
  80. How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy
  81. Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science
  82. An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization
  83. That's All Folks: a KG of Values as Commonsense Social Norms and Behaviors
  84. MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation
  85. Multi-Armed Bandits with Generalized Temporally-Partitioned Rewards
  86. Prediction of SLAM ATE Using an Ensemble Learning Regression Model and 1-D Global Pooling of Data Characterization
  87. Diffusing Graph Attention
  88. Has the Virtualization of the Face Changed Facial Perception? A Study of the Impact of Photo Editing and Augmented Reality on Facial Perception
  89. Unsupervised Pathology Detection: A Deep Dive Into the State of the Art
  90. Multimodal Industrial Anomaly Detection via Hybrid Fusion
  91. A Universal Question-Answering Platform for Knowledge Graphs
  92. Composite Optimization Algorithms for Sigmoid Networks
  93. FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling
  94. Are More Layers Beneficial to Graph Transformers?
  95. IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction
  96. Dimension-reduced KRnet maps for high-dimensional Bayesian inverse problems
  97. Mean-Square Analysis of Discretized Ito Diffusions for Heavy-tailed Sampling
  98. Structured Pruning for Deep Convolutional Neural Networks: A survey
  99. AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
  100. Learning curves for deep structured Gaussian feature models
All 200
  1. ROCO: A Roundabout Traffic Conflict Dataset
  2. D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers
  3. Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation
  4. Quality-aware Pre-trained Models for Blind Image Quality Assessment
  5. On the Audio-visual Synchronization for Lip-to-Speech Synthesis
  6. OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System
  7. Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals
  8. Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices
  9. Pose Impact Estimation on Face Recognition using 3D-Aware Synthetic Data with Application to Quality Assessment
  10. Sampling with Barriers: Faster Mixing via Lewis Weights
  11. ORCHNet: A Robust Global Feature Aggregation approach for 3D LiDAR-based Place recognition in Orchards
  12. Generalized Cumulative Shrinkage Process Priors with Applications to Sparse Bayesian Factor Analysis
  13. ASP: Learn a Universal Neural Solver!
  14. Uzbek text's correspondence with the educational potential of pupils: a case study of the School corpus
  15. Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision
  16. Uzbek text summarization based on TF-IDF
  17. N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space
  18. A Variational Approach to Mutual Information-Based Coordination for Multi-Agent Reinforcement Learning
  19. Federated Learning based Hierarchical 3D Indoor Localization
  20. Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy
  21. The style transformer with common knowledge optimization for image-text retrieval
  22. Succinct Representations for Concepts
  23. Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization
  24. Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
  25. A Framework for Neurosymbolic Robot Action Planning using Large Language Models
  26. OliVaR: Improving Olive Variety Recognition using Deep Neural Networks
  27. Supporting Future Electrical Utilities: Using Deep Learning Methods in EMS and DMS Algorithms
  28. RePAD2: Real-Time, Lightweight, and Adaptive Anomaly Detection for Open-Ended Time Series
  29. A Persian Benchmark for Joint Intent Detection and Slot Filling
  30. Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
  31. Can representation learning for multimodal image registration be improved by supervision of intermediate layers?
  32. A Study on Accuracy, Miscalibration, and Popularity Bias in Recommendations
  33. D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
  34. Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning
  35. Few-shots Portrait Generation with Style Enhancement and Identity Preservation
  36. Indescribable Multi-modal Spatial Evaluator
  37. Lessons Learned Report: Super-Resolution for Detection Tasks in Engineering Problem-Solving
  38. A Deep Reinforcement Learning Trader without Offline Training
  39. Progressive Scale-aware Network for Remote sensing Image Change Captioning
  40. Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data
  41. Inline Citation Classification using Peripheral Context and Time-evolving Augmentation
  42. A Practical Upper Bound for the Worst-Case Attribution Deviations
  43. TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems
  44. Online Streaming Video Super-Resolution with Convolutional Look-Up Table
  45. Competence-Based Analysis of Language Models
  46. Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution
  47. TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
  48. RIFT2: Speeding-up RIFT with A New Rotation-Invariance Technique
  49. Bayesian outcome-guided multi-view mixture models with applications in molecular precision medicine
  50. Efficient Explorative Key-term Selection Strategies for Conversational Contextual Bandits
  51. Deep Learning Methods for Small Molecule Drug Discovery: A Survey
  52. Modeling Multiple User Interests using Hierarchical Knowledge for Conversational Recommender System
  53. Event Fusion Photometric Stereo Network
  54. Renderable Neural Radiance Map for Visual Navigation
  55. Mitigating Backdoors in Federated Learning with FLD
  56. Auxiliary MCMC and particle Gibbs samplers for parallelisable inference in latent dynamical systems
  57. BiSVP: Building Footprint Extraction via Bidirectional Serialized Vertex Prediction
  58. Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens
  59. Region Prediction for Efficient Robot Localization on Large Maps
  60. StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training
  61. Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
  62. To Make Yourself Invisible with Adversarial Semantic Contours
  63. FedScore: A privacy-preserving framework for federated scoring system development
  64. Label Attention Network for Temporal Sets Prediction: You Were Looking at a Wrong Self-Attention
  65. Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment
  66. Speeding Up EfficientNet: Selecting Update Blocks of Convolutional Neural Networks using Genetic Algorithm in Transfer Learning
  67. Hidden Markov Transformer for Simultaneous Machine Translation
  68. Combating Exacerbated Heterogeneity for Robust Models in Federated Learning
  69. ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution
  70. SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective
  71. GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation
  72. DIFFQG: Generating Questions to Summarize Factual Changes
  73. P2SDF for Neural Indoor Scene Reconstruction
  74. Single-Cell Multimodal Prediction via Transformers
  75. Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation
  76. Two Views of Constrained Differential Privacy: Belief Revision and Update
  77. Single Image Backdoor Inversion via Robust Smoothed Classifiers
  78. A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT
  79. RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training
  80. Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors
  81. DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity
  82. Convolutional Visual Prompt for Robust Visual Perception
  83. Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
  84. CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression Recognition
  85. Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools
  86. pyribs: A Bare-Bones Python Library for Quality Diversity Optimization
  87. On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques
  88. Targeted demand response for flexible energy communities using clustering techniques
  89. Selectively Hard Negative Mining for Alleviating Gradient Vanishing in Image-Text Matching
  90. MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation
  91. A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data
  92. Finite-sample Guarantees for Nash Q-learning with Linear Function Approximation
  93. Zyxin is all you need: machine learning adherent cell mechanics
  94. A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging
  95. DTW-SiameseNet: Dynamic Time Warped Siamese Network for Mispronunciation Detection and Correction
  96. Asymmetric Learning for Graph Neural Network based Link Prediction
  97. Sketch2Cloth: Sketch-based 3D Garment Generation with Unsigned Distance Fields
  98. Semi-supervised Parametric Real-world Image Harmonization
  99. Neural inverse procedural modeling of knitting yarns from images
  100. Containing a spread through sequential learning: to exploit or to explore?