mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 3 Apr 2023

217 papers

  1. Generative Adversarial Neuroevolution for Control Behaviour ImitationOffline RL and imitation learning from data → Imitation learning methods
  2. Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion ModelsDiffusion models → Video generation
  3. Imitation Learning from Nonlinear MPC via the Exact Q-Loss and its Gauss-Newton ApproximationOffline RL and imitation learning from data → Imitation learning methods
  4. Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge ExcavationMixture-of-experts → Vision mixture-of-experts
  5. Generative Diffusion Prior for Unified Image Restoration and EnhancementDiffusion models → Inverse problems and image restoration
  6. Multi-Modal Perceiver Language Model for Outcome Prediction in Emergency DepartmentMultimodal LLMs / vision-language models → Medical vision-language models
  7. Learning to Read Braille: Bridging the Tactile Reality Gap with Diffusion ModelsDiffusion models → Diffusion and flow policies for robotics
  8. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous DrivingEnd-to-end autonomous driving → Adversarial scenarios and safety testing
  9. ReMoDiffuse: Retrieval-Augmented Motion Diffusion ModelRetrieval-augmented generation → Multimodal RAG +1
  10. Deep Manifold Learning for Reading Comprehension and Logical Reasoning Tasks with Polytuplet LossLLM reasoning → Reasoning benchmarks and evaluation
  11. Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge DistillationKnowledge distillation → Detection and dense prediction distillation
  12. DreamAvatar: Text-and-Shape Guided 3D Human Avatar Generation via Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  13. AUDIT: Audio Editing by Following Instructions with Latent Diffusion ModelsDiffusion models → Audio, speech and music
  14. Open-Vocabulary Point-Cloud Object Detection without 3D AnnotationMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  15. Probabilistic Prompt Learning for Dense PredictionMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  16. Chain-of-Thought Predictive ControlLLM reasoning → Spatial and embodied reasoning +1
  17. DiffuRec: A Diffusion Model for Sequential RecommendationDiffusion models → Diffusion recommenders
  18. Vision-Language Models for Vision Tasks: A SurveyMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  19. Graph-Based Deep Learning for Sea Surface Temperature Forecasts
  20. A structural characterization of Compactly Supported OEP-based balanced dual multiframelets
  21. Transformer-based interpretable multi-modal data fusion for skin lesion classification
  22. Model Explainability in Physiological and Healthcare-based Neural Networks
  23. Neuroevolution of Recurrent Architectures on Control Tasks
  24. A Multiagent CyberBattleSim for RL Cyber Operation Agents
  25. OutCenTR: A novel semi-supervised framework for predicting exploits of vulnerabilities in high-dimensional datasets
  26. Benchmarking Faithfulness: Towards Accurate Natural Language Explanations in Vision-Language Tasks
  27. Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection
  28. Quantitative Trading using Deep Q Learning
  29. Astroformer: More Data Might not be all you need for Classification
  30. Motion Capture Benchmark of Real Industrial Tasks and Traditional Crafts for Human Movement Analysis
  31. Specialty-Oriented Generalist Medical AI for Chest CT Screening
  32. A Bibliometric Review of Large Language Models Research from 2017 to 2023
  33. Detecting Fake Job Postings Using Bidirectional LSTM
  34. TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems
  35. Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition
  36. The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents
  37. An Efficient Learning-Based Solver for Two-Stage DC Optimal Power Flow with Feasibility Guarantees
  38. Learning with augmented target information: An alternative theory of Feedback Alignment
  39. Adaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation
  40. U-Netmer: U-Net meets Transformer for medical image segmentation
  41. Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust
  42. Lidar based 3D Tracking and State Estimation of Dynamic Objects
  43. Learning Personalized Models with Clustered System Identification
  44. Counterfactual Learning on Graphs: A Survey
  45. PoseMatcher: One-shot 6D Object Pose Estimation by Deep Feature Matching
  46. Faulty Branch Identification in Passive Optical Networks using Machine Learning
  47. Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
  48. Gaussian model for closed curves
  49. Enabling A Network AI Gym for Autonomous Cyber Agents
  50. A Simple and Effective Method of Cross-Lingual Plagiarism Detection
  51. Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)
  52. End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies
  53. A Scale-Invariant Trajectory Simplification Method for Efficient Data Collection in Videos
  54. Charting the Topography of the Neural Network Landscape with Thermal-Like Noise
  55. Classification of integers based on residue classes via modern deep learning algorithms
  56. Creating Custom Event Data Without Dictionaries: A Bag-of-Tricks
  57. A Comparison of Document Similarity Algorithms
  58. Learning the Delay Using Neural Delay Differential Equations
  59. Grand Challenge On Detecting Cheapfakes
  60. PALI: A Language Identification Benchmark for Perso-Arabic Scripts
  61. Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki
  62. Matched Machine Learning: A Generalized Framework for Treatment Effect Inference With Learned Metrics
  63. Empirical Design in Reinforcement Learning
  64. Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities
  65. Role of Transients in Two-Bounce Non-Line-of-Sight Imaging
  66. Improved Bound for Mixing Time of Parallel Tempering
  67. On Mitigating the Utility-Loss in Differentially Private Learning: A new Perspective by a Geometrically Inspired Kernel Approach
  68. Non-Generative Energy Based Models
  69. Dynamic accommodation measurement using Purkinje reflections and ML algorithms
  70. Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
  71. Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
  72. Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver
  73. X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs
  74. Belief, knowledge and evidence
  75. PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation
  76. Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT
  77. Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents
  78. CoReFusion: Contrastive Regularized Fusion for Guided Thermal Super-Resolution
  79. Enhancing Clinical Evidence Recommendation with Multi-Channel Heterogeneous Learning on Evidence Graphs
  80. Detection of Homophobia & Transphobia in Dravidian Languages: Exploring Deep Learning Methods
  81. Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach
  82. Online Distillation with Continual Learning for Cyclic Domain Shifts
  83. Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection
  84. A Guide for Practical Use of ADMG Causal Data Augmentation
  85. Astronomical image time series classification using CONVolutional attENTION (ConvEntion)
  86. How Graph Structure and Label Dependencies Contribute to Node Classification in a Large Network of Documents
  87. Prediction of solar wind speed by applying convolutional neural network to potential field source surface (PFSS) magnetograms
  88. Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning
  89. Neural Volumetric Memory for Visual Locomotion Control
  90. Video Instance Segmentation in an Open-World
  91. On the Benefits of 3D Pose and Tracking for Human Action Recognition
  92. Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network
  93. Bringing Telepresence to Every Desk
  94. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data
  95. Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement
  96. Burstormer: Burst Image Restoration and Enhancement Transformer
  97. Navigating to Objects Specified by Images
  98. Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free Videos
  99. WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
  100. Hate Speech Targets Detection in Parler using BERT
All 217
  1. Generative Multiplane Neural Radiance for 3D-Aware Image Generation
  2. Revisiting Context Aggregation for Image Matting
  3. The extended Ville's inequality for nonintegrable nonnegative supermartingales
  4. Is Stochastic Mirror Descent Vulnerable to Adversarial Delay Attacks? A Traffic Assignment Resilience Study
  5. DribbleBot: Dynamic Legged Manipulation in the Wild
  6. Algebraic and Geometric Models for Space Networking
  7. Use Your Head: Improving Long-Tail Video Recognition
  8. Synthesis parameter effect detection using quantitative representations and high dimensional distribution distances
  9. Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
  10. Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation
  11. Theoretical guarantees for neural control variates in MCMC
  12. AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation
  13. Coincidental Generation
  14. Crossword: A Semantic Approach to Data Compression via Masking
  15. RunBugRun -- An Executable Dataset for Automated Program Repair
  16. Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
  17. DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
  18. Evolving Artificial Neural Networks To Imitate Human Behaviour In Shinobi III : Return of the Ninja Master
  19. Changes to Captions: An Attentive Network for Remote Sensing Change Captioning
  20. LIGHT: Joint Individual Building Extraction and Height Estimation from Satellite Images through a Unified Multitask Learning Network
  21. RPTQ: Reorder-based Post-training Quantization for Large Language Models
  22. Self-building Neural Networks
  23. Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data
  24. Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts?
  25. FMGNN: Fused Manifold Graph Neural Network
  26. Conformal Prediction Regions for Time Series using Linear Complementarity Programming
  27. Real-time 6K Image Rescaling with Rate-distortion Optimization
  28. Depth Separation with Multilayer Mean-Field Networks
  29. VoxelFormer: Bird's-Eye-View Feature Generation based on Dual-view Attention for Multi-view 3D Object Detection
  30. ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis
  31. DivClust: Controlling Diversity in Deep Clustering
  32. Artificial neural networks and time series of counts: A class of nonlinear INGARCH models
  33. Self-Supervised learning for Neural Architecture Search (NAS)
  34. Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval
  35. Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts?
  36. Federated Kalman Filter for Secure IoT-based Device Monitoring Services
  37. Efficient human-in-loop deep learning model training with iterative refinement and statistical result validation
  38. A Latent Fingerprint in the Wild Database
  39. Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation
  40. Development and Evaluation of Conformal Prediction Methods for QSAR
  41. Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System
  42. Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction
  43. Robust Text-driven Image Editing Method that Adaptively Explores Directions in Latent Spaces of StyleGAN and CLIP
  44. RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding
  45. Self-Ordering Point Clouds
  46. DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains
  47. Properties and Potential Applications of Random Functional-Linked Types of Neural Networks
  48. AirLoc: Object-based Indoor Relocalization
  49. Optimizing data-flow in Binary Neural Networks
  50. Semi-Automated Computer Vision based Tracking of Multiple Industrial Entities -- A Framework and Dataset Creation Approach
  51. VTAE: Variational Transformer Autoencoder with Manifolds Learning
  52. RePAST: Relative Pose Attention Scene Representation Transformer
  53. MoLo: Motion-augmented Long-short Contrastive Learning for Few-shot Action Recognition
  54. Learning Sparsity of Representations with Discrete Latent Variables
  55. Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting
  56. HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion
  57. Online Lane Graph Extraction from Onboard Video
  58. Uncertainty Propagation in Node Classification
  59. Diffusion Bridge Mixture Transports, Schr"odinger Bridge Problems and Generative Modeling
  60. LAHM : Large Annotated Dataset for Multi-Domain and Multilingual Hate Speech Identification
  61. Laplace-fPINNs: Laplace-based fractional physics-informed neural networks for solving forward and inverse problems of subdiffusion
  62. ScandEval: A Benchmark for Scandinavian Natural Language Processing
  63. Tunable Convolutions with Parametric Multi-Loss Optimization
  64. Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models
  65. Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge
  66. Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation
  67. smProbLog: Stable Model Semantics in ProbLog for Probabilistic Argumentation
  68. Action Pick-up in Dynamic Action Space Reinforcement Learning
  69. GreekBART: The First Pretrained Greek Sequence-to-Sequence Model
  70. Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP
  71. Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition
  72. Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising
  73. MetaHead: An Engine to Create Realistic Digital Head
  74. Disorder-invariant Implicit Neural Representation
  75. Multi-modal Fake News Detection on Social Media via Multi-grained Information Fusion
  76. Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction
  77. Swarm Reinforcement Learning For Adaptive Mesh Refinement
  78. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
  79. Model-Agnostic Reachability Analysis on Deep Neural Networks
  80. A Tutorial Introduction to Reinforcement Learning
  81. Noisy Image Segmentation With Soft-Dice
  82. FinnWoodlands Dataset
  83. Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation
  84. Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows
  85. Disentangled Pre-training for Image Matting
  86. NeMF: Inverse Volume Rendering with Neural Microflake Field
  87. MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models
  88. Online stochastic Newton methods for estimating the geometric median and applications
  89. Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents
  90. BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India
  91. Learning Anchor Transformations for 3D Garment Animation
  92. FedIN: Federated Intermediate Layers Learning for Model Heterogeneity
  93. Spot-the-Camel: Computer Vision for Safer Roads
  94. Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
  95. Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework
  96. VGTS: Visually Guided Text Spotting for Novel Categories in Historical Manuscripts
  97. DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting
  98. Inspecting and Editing Knowledge Representations in Language Models
  99. Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction
  100. SparDL: Distributed Deep Learning Training with Efficient Sparse Communication
  101. Unbiased Scene Graph Generation in Videos
  102. Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal Fluid Processes
  103. An Interpretable Loan Credit Evaluation Method Based on Rule Representation Learner
  104. CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images
  105. Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study
  106. Multi-Modal Representation Learning with Text-Driven Soft Masks
  107. MiniRBT: A Two-stage Distilled Small Chinese Pre-trained Model
  108. MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected Reconstruction
  109. High-dimensional scaling limits and fluctuations of online least-squares SGD with smooth covariance
  110. D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators
  111. Thermal Spread Functions (TSF): Physics-guided Material Classification
  112. Lithium-ion Battery Online Knee Onset Detection by Matrix Profile
  113. 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
  114. Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features
  115. Partial-View Object View Synthesis via Filtered Inversion
  116. CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
  117. Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR