mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 11 May 2023

193 papers

  1. Learning the Visualness of Text Using Large Vision-Language ModelsMultimodal LLMs / vision-language models → Document understanding and multimodal RAG
  2. GFlowNets with Human FeedbackLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  3. Musketeer: Joint Training for Multi-task Vision Language Model with Task Explanation PromptsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  4. Exploiting Diffusion Prior for Real-World Image Super-ResolutionDiffusion models → Inverse problems and image restoration
  5. Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought PromptingLLM reasoning → Reasoning benchmarks and evaluation
  6. Active Retrieval Augmented GenerationRetrieval-augmented generation → Generation and context integration
  7. Real-Time Joint Simulation of LiDAR Perception and Motion Planning for Automated DrivingEnd-to-end autonomous driving → End-to-end system architecture
  8. CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency ModelDiffusion models → Audio, speech and music
  9. Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering ModelsLLM reasoning → Reasoning benchmarks and evaluation
  10. DeepSTEP -- Deep Learning-Based Spatio-Temporal End-To-End Perception for Autonomous VehiclesEnd-to-end autonomous driving → End-to-end system architecture
  11. Generation of Structurally Realistic Retinal Fundus Images with Diffusion ModelsDiffusion models → Medical imaging and segmentation
  12. Null-text Guidance in Diffusion Models is Secretly a Cartoon-style CreatorDiffusion models → Diffusion foundations and sampling
  13. Serial Contrastive Knowledge Distillation for Continual Few-shot Relation ExtractionKnowledge distillation → Distillation for continual learning
  14. Structured Chain-of-Thought Prompting for Code GenerationLLM reasoning → Reasoning for agents, planning and code
  15. Undercover Deepfakes: Detecting Fake Segments in VideosDiffusion models → Image generation, text-to-image and editing
  16. KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentLLM safety and security → Machine unlearning
  17. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  18. Backdoor Attack with Sparse and Invisible Trigger
  19. Unicode Normalization and Grapheme Parsing of Indic Languages
  20. A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing
  21. PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation
  22. Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
  23. Criticality Analysis: Bio-inspired Nonlinear Data Representation
  24. Development and Whole-Body Validation of Personalizable Female and Male Pedestrian SAFER Human Body Models
  25. A Novel Dataset Towards Extracting Virus-Host Interactions
  26. Bringing AI to the edge: A formal M&S specification to deploy effective IoT architectures
  27. SmartPhone: Exploring Keyword Mnemonic with Auto-generated Verbal and Visual Cues
  28. Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions
  29. Toxicity Inspector: A Framework to Evaluate Ground Truth in Toxicity Detection Through Feedback
  30. An Ensemble Learning Approach for Exercise Detection in Type 1 Diabetes Patients
  31. Anomaly Detection Dataset for Industrial Control Systems
  32. Masked Audio Text Encoders are Effective Multi-Modal Rescorers
  33. LatentPINNs: Generative physics-informed neural networks via a latent representation learning
  34. Liver Infection Prediction Analysis using Machine Learning to Evaluate Analytical Performance in Neural Networks by Optimization Techniques
  35. MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
  36. Optimizing Memory Mapping Using Deep Reinforcement Learning
  37. Continual Vision-Language Representation Learning with Off-Diagonal Information
  38. Fast Pareto Optimization Using Sliding Window Selection
  39. Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives
  40. Towards Understanding and Improving GFlowNet Training
  41. OneCAD: One Classifier for All image Datasets using multimodal learning
  42. Learning-Augmented Online Packet Scheduling with Deadlines
  43. Lattice-preserving ALC ontology embeddings with saturation
  44. A Deep Learning-based Compression and Classification Technique for Whole Slide Histopathology Images
  45. Exploring Zero and Few-shot Techniques for Intent Classification
  46. Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
  47. Overinformative Question Answering by Humans and Machines
  48. Enhancing Petrophysical Studies with Machine Learning: A Field Case Study on Permeability Prediction in Heterogeneous Reservoirs
  49. The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain
  50. Promise and Limitations of Supervised Optimal Transport-Based Graph Summarization via Information Theoretic Measures
  51. Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems
  52. Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
  53. Combining OCR Models for Reading Early Modern Printed Books
  54. Pixel-wise rational model for structured light system
  55. Graph Neural Network for Accurate and Low-complexity SAR ATR
  56. Energy cost and machine learning accuracy impact of k-anonymisation and synthetic data techniques
  57. Salient Mask-Guided Vision Transformer for Fine-Grained Classification
  58. E(n) Equivariant Message Passing Simplicial Networks
  59. Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales
  60. Stability and Convergence of Distributed Stochastic Approximations with large Unbounded Stochastic Information Delays
  61. Hierarchically Coherent Multivariate Mixture Networks
  62. Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild
  63. Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges
  64. Fairness in Machine Learning meets with Equity in Healthcare
  65. Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model
  66. Value Iteration Networks with Gated Summarization Module
  67. Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders
  68. On Expressivity of Height in Neural Networks
  69. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
  70. Decentralization and Acceleration Enables Large-Scale Bundle Adjustment
  71. SparseGNV: Generating Novel Views of Indoor Scenes with Sparse Input Views
  72. Simple Token-Level Confidence Improves Caption Correctness
  73. An Inverse Scaling Law for CLIP Training
  74. A General-Purpose Multilingual Document Encoder
  75. Virtual Occlusions Through Implicit Depth
  76. Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers
  77. Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation
  78. Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
  79. A statistical approach to detect sensitive features in a group fairness setting
  80. SMATCH++: Standardized and Extended Evaluation of Semantic Graphs
  81. Neural Wave Functions for Superfluids
  82. Self-Chained Image-Language Model for Video Localization and Question Answering
  83. Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
  84. Evaluating Open-Domain Question Answering in the Era of Large Language Models
  85. Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation
  86. FreePoint: Unsupervised Point Cloud Instance Segmentation
  87. Spear Phishing With Large Language Models
  88. A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges
  89. HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation
  90. Data quality dimensions for fair AI
  91. Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs
  92. Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers
  93. FastDiagP: An Algorithm for Parallelized Direct Diagnosis
  94. SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving
  95. Deep Multi-View Subspace Clustering with Anchor Graph
  96. Convergence of Alternating Gradient Descent for Matrix Factorization
  97. EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification
  98. A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route
  99. Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation
  100. AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages
All 193
  1. Reinterpreting causal discovery as the task of predicting unobserved joint statistics
  2. IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining
  3. A Category-theoretical Meta-analysis of Definitions of Disentanglement
  4. Multi-Tier Client Selection for Mobile Federated Learning Networks
  5. A General Framework for Visualizing Embedding Spaces of Neural Survival Analysis Models Based on Angular Information
  6. Enhancing Datalog Reasoning with Hypertree Decompositions
  7. Policy Gradient Algorithms Implicitly Optimize by Continuation
  8. WebCPM: Interactive Web Search for Chinese Long-form Question Answering
  9. Detection and Classification of Pole-like Landmarks for Domain-invariant 3D Point Cloud Map Matching
  10. Emotion Recognition for Challenged People Facial Appearance in Social using Neural Network
  11. A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields
  12. Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction
  13. Schelling Games with Continuous Types
  14. Towards a Computational Analysis of Suspense: Detecting Dangerous Situations
  15. THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment
  16. THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case Retrieval
  17. Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets
  18. Physics-Informed Neural Networks for Discovering Localised Eigenstates in Disordered Media
  19. Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning
  20. GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering
  21. Towards Theoretical Understanding of Data-Driven Policy Refinement
  22. MMF-Track: Multi-modal Multi-level Fusion for 3D Single Object Tracking
  23. Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation
  24. ReMark: Receptive Field based Spatial WaterMark Embedding Optimization using Deep Network
  25. Utility-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning
  26. Generating high-quality 3DMPCs by adaptive data acquisition and NeREF-based radiometric calibration with UGV plant phenotyping system
  27. Towards a Better Understanding of the Computer Vision Research Community in Africa
  28. COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks
  29. Comparison of Clustering Algorithms for Statistical Features of Vibration Data Sets
  30. The First Parallel Corpora for Kurdish Sign Language
  31. Investigating the generative dynamics of energy-based neural networks
  32. Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits
  33. IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
  34. Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review
  35. Advancing Neural Encoding of Portuguese with Transformer Albertina PT-*
  36. Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond
  37. Distracting Downpour: Adversarial Weather Attacks for Motion Estimation
  38. NUBO: A Transparent Python Package for Bayesian Optimization
  39. A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack
  40. Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models
  41. Neural Fine-Gray: Monotonic neural networks for competing risks
  42. Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species
  43. Cost-efficient Crowdsourcing for Span-based Sequence Labeling: Worker Selection and Data Augmentation
  44. INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
  45. WeditGAN: Few-Shot Image Generation via Latent Space Relocation
  46. On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm
  47. On Practical Robust Reinforcement Learning: Practical Uncertainty Set and Double-Agent Algorithm
  48. QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing
  49. Generalization bounds for neural ordinary differential equations and deep residual networks
  50. PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization
  51. Object based Bayesian full-waveform inversion for shear elastography
  52. Speaker Diaphragm Excursion Prediction: deep attention and online adaptation
  53. Predictive change point detection for heterogeneous data
  54. When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks
  55. Dropout Regularization in Extended Generalized Linear Models based on Double Exponential Families
  56. Matrix tri-factorization over the tropical semiring
  57. PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer
  58. Improving Continual Relation Extraction by Distinguishing Analogous Semantics
  59. Autocorrelations Decay in Texts and Applicability Limits of Language Models
  60. Hyperbolic Deep Learning in Computer Vision: A Survey
  61. BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews
  62. V2Meow: Meowing to the Visual Beat via Video-to-Music Generation
  63. FactKG: Fact Verification via Reasoning on Knowledge Graphs
  64. HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level
  65. Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting
  66. SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)
  67. Active Learning For Contextual Linear Optimization: A Margin-Based Approach
  68. Exploiting Fine-Grained DCT Representations for Hiding Image-Level Messages within JPEG Images
  69. Clustering of Time-Varying Graphs Based on Temporal Label Smoothness
  70. Chain-of-Dictionary Prompting Elicits Translation in Large Language Models
  71. A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment
  72. How to Index Item IDs for Recommendation Foundation Models
  73. Convolutional Neural Networks Rarely Learn Shape for Semantic Segmentation
  74. ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models
  75. Realization RGBD Image Stylization
  76. Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation
  77. Patch-wise Mixed-Precision Quantization of Vision Transformer
  78. Segment and Track Anything
  79. Long-Tailed Question Answering in an Open World
  80. Domain Incremental Lifelong Learning in an Open World
  81. WeLayout: WeChat Layout Analysis System for the ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents
  82. Neural Lyapunov Control for Discrete-Time Systems
  83. GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark
  84. Spectral Clustering on Large Datasets: When Does it Work? Theory from Continuous Clustering and Density Cheeger-Buser
  85. Inter-frame Accelerate Attack against Video Interpolation Models
  86. Semantic uncertainty guides the extension of conventions to new referents
  87. Semantic Random Walk for Graph Representation Learning in Attributed Graphs
  88. How Good are Commercial Large Language Models on African Languages?
  89. Pyramid Texture Filtering
  90. Can SAM Boost Video Super-Resolution?
  91. A fast topological approach for predicting anomalies in time-varying graphs
  92. Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications
  93. ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain Normalization