mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 16 May 2023

230 papers

  1. Generating coherent comic with rich story using ChatGPT and Stable DiffusionDiffusion models → Image generation, text-to-image and editing
  2. Selective Guidance: Are All the Denoising Steps of Guided Diffusion Important?Diffusion models → Diffusion foundations and sampling
  3. Revisiting the Minimalist Approach to Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  4. A Method for Training-free Person Image Picture GenerationDiffusion models → Image generation, text-to-image and editing
  5. Sasha: Creative Goal-Oriented Reasoning in Smart Homes with Large Language ModelsLLM reasoning → Spatial and embodied reasoning
  6. SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and VerificationEfficient LLM inference and serving → Speculative decoding
  7. Mobile User Interface Element Detection Via Adaptively Prompt TuningMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  8. Make-An-Animation: Large-Scale Text-conditional 3D Human Motion GenerationDiffusion models → Video generation
  9. Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial CoverageOffline RL and imitation learning from data → Offline RL algorithms
  10. SatLM: Satisfiability-Aided Language Models Using Declarative PromptingLLM reasoning → Reasoning benchmarks and evaluation
  11. Tailoring Instructions to Student's Learning Levels Boosts Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  12. StructGPT: A General Framework for Large Language Model to Reason over Structured DataLLM reasoning → Reasoning benchmarks and evaluation
  13. To smooth a cloud or to pin it down: Guarantees and Insights on Score Matching in Denoising Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  14. UOR: Universal Backdoor Attacks on Pre-trained Language ModelsLLM safety and security → Backdoor and data poisoning attacks
  15. AR-Diffusion: Auto-Regressive Diffusion Model for Text GenerationDiffusion models → Discrete and text diffusion
  16. Discrete Diffusion Probabilistic Models for Symbolic Music GenerationDiffusion models → Audio, speech and music
  17. Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrogramsKnowledge distillation → Speech and audio distillation
  18. Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion ModelDiffusion models → Medical imaging and segmentation
  19. Diffusion Dataset Generation: Towards Closing the Sim2Real Gap for Pedestrian DetectionDiffusion models → Image generation, text-to-image and editing
  20. Counterfactual Outcome Prediction using Structured State Space ModelState-space sequence models (S4, Mamba) → Core SSM architectures for language
  21. Lightweight Self-Knowledge Distillation with Multi-source Information FusionKnowledge distillation → General knowledge distillation methods
  22. CDDM: Channel Denoising Diffusion Models for Wireless CommunicationsDiffusion models → Diffusion for compression and wireless
  23. A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionDiffusion models → Inverse problems and image restoration
  24. Weight-Inherited Distillation for Task-Agnostic BERT CompressionKnowledge distillation → Knowledge distillation for LLMs
  25. An Application of Neutrosophic Sets to Decision Making
  26. Generative Adversarial Networks for Brain Images Synthesis: A Review
  27. Continually Learned Pavlovian Signalling Without Forgetting for Human-in-the-Loop Robotic Control
  28. Iterative Adversarial Attack on Image-guided Story Ending Generation
  29. Advising OpenMP Parallelization via a Graph-Based Approach with Transformers
  30. Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects
  31. pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting
  32. Comparison of classifiers in challenge scheme
  33. How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models
  34. Understanding of Normal and Abnormal Hearts by Phase Space Analysis and Convolutional Neural Networks
  35. Cooperation Is All You Need
  36. Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding
  37. Spectral Clustering via Orthogonalization-Free Methods
  38. Energy Loss Prediction in IoT Energy Services
  39. Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients
  40. CPL-NoViD: Context-Aware Prompt-based Learning for Norm Violation Detection in Online Communities
  41. A Note on Dimensionality Reduction in Deep Neural Networks using Empirical Interpolation Method
  42. Scale-Adaptive Balancing of Exploration and Exploitation in Classical Planning
  43. Coagent Networks: Generalized and Scaled
  44. Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks
  45. A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning
  46. Mimetic Initialization of Self-Attention Layers
  47. Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites
  48. Exploring outlooks towards generative AI-based assistive technologies for people with Autism
  49. Semi-Supervised Object Detection for Sorghum Panicles in UAV Imagery
  50. On Dataset Transferability in Active Learning for Transformers
  51. Mirages: On Anthropomorphism in Dialogue Systems
  52. The Ways of Words: The Impact of Word Choice on Information Engagement and Decision Making
  53. Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions
  54. Score Operator Newton transport
  55. Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models
  56. A Scalable Walsh-Hadamard Regularizer to Overcome the Low-degree Spectral Bias of Neural Networks
  57. BSGAN: A Novel Oversampling Technique for Imbalanced Pattern Recognitions
  58. Towards Modeling Human Attention from Eye Movements for Neural Source Code Summarization
  59. ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing
  60. OpenVR: Teleoperation for Manipulation
  61. Application-Agnostic Language Modeling for On-Device ASR
  62. A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot
  63. Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
  64. ICDAR 2023 Competition on Hierarchical Text Detection and Recognition
  65. A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging
  66. Assessment of few-hits machine learning classification algorithms for low energy physics in liquid argon detectors
  67. Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical Framework
  68. CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning
  69. ADDSL: Hand Gesture Detection and Sign Language Recognition on Annotated Danish Sign Language
  70. What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning
  71. FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks
  72. Towards Pragmatic Semantic Image Synthesis for Urban Scenes
  73. Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs
  74. Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting
  75. Generative Table Pre-training Empowers Models for Tabular Prediction
  76. Applying Machine Learning Analysis for Software Quality Test
  77. AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
  78. Understanding 3D Object Interaction from a Single Image
  79. Osteosarcoma Tumor Detection using Transfer Learning Models
  80. RAMario: Experimental Approach to Reptile Algorithm -- Reinforcement Learning for Mario
  81. The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
  82. Prompt-Tuning Decision Transformer with Preference Ranking
  83. Wavelet-based Unsupervised Label-to-Image Translation
  84. torchosr -- a PyTorch extension package for Open Set Recognition models evaluation in Python
  85. FitMe: Deep Photorealistic 3D Morphable Model Avatars
  86. SoundStorm: Efficient Parallel Audio Generation
  87. Faster Federated Learning with Decaying Number of Local SGD Steps
  88. Addressing computational challenges in physical system simulations with machine learning
  89. Balancing Risk and Reward: An Automated Phased Release Strategy
  90. Conditional variational autoencoder with Gaussian process regression recognition for parametric models
  91. AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction
  92. The Power of Learned Locally Linear Models for Nonlinear Policy Optimization
  93. Towards Expert-Level Medical Question Answering with Large Language Models
  94. Large Language Models are Built-in Autoregressive Search Engines
  95. Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow
  96. Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs
  97. Urban-StyleGAN: Learning to Generate and Manipulate Images of Urban Scenes
  98. Deep Reinforcement Learning to Maximize Arterial Usage during Extreme Congestion
  99. Boosting Event Extraction with Denoised Structure-to-Text Augmentation
  100. Identification and Classification of Exoplanets Using Machine Learning Techniques
All 230
  1. HiNoVa: A Novel Open-Set Detection Method for Automating RF Device Authentication
  2. Inductive Graph Neural Networks for Moving Object Segmentation
  3. Revisiting Proprioceptive Sensing for Articulated Object Manipulation
  4. Private Everlasting Prediction
  5. Walking the Walk of AI Ethics: Organizational Challenges and the Individualization of Risk among Ethics Entrepreneurs
  6. Ray-Patch: An Efficient Querying for Light Field Transformers
  7. Toward Falsifying Causal Graphs Using a Permutation-Based Test
  8. Image Reconstruction using Superpixel Clustering and Tensor Completion
  9. Learning from Aggregated Data: Curated Bags versus Random Bags
  10. Adapting Sentence Transformers for the Aviation Domain
  11. Life of PII -- A PII Obfuscation Transformer
  12. Measuring Dimensions of Self-Presentation in Twitter Bios and their Links to Misinformation Sharing
  13. EEG-based Sleep Staging with Hybrid Attention
  14. Increasing Melanoma Diagnostic Confidence: Forcing the Convolutional Network to Learn from the Lesion
  15. Learning Higher-order Object Interactions for Keypoint-based Video Understanding
  16. A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them
  17. What's the Problem, Linda? The Conjunction Fallacy as a Fairness Problem
  18. MetaSRL++: A Uniform Scheme for Modelling Deeper Semantics
  19. NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer
  20. Learning Correspondence Uncertainty via Differentiable Nonlinear Least Squares
  21. SCTracker: Multi-object tracking with shape and confidence constraints
  22. DLUE: Benchmarking Document Language Understanding
  23. Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement
  24. Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction
  25. Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis
  26. The Hardness of Reasoning about Probabilities and Causality
  27. Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language
  28. Content-Adaptive Downsampling in Convolutional Neural Networks
  29. Efficient Computation of General Modules for ALC Ontologies (Extended Version)
  30. Contrastive Label Enhancement
  31. Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers
  32. Solar Active Region Magnetogram Image Dataset for Studies of Space Weather
  33. Executive Voiced Laughter and Social Approval: An Explorative Machine Learning Study
  34. Growing and Serving Large Open-domain Knowledge Graphs
  35. An Empirical Study on Google Research Football Multi-agent Scenarios
  36. A sequential transit network design algorithm with optimal learning under correlated beliefs
  37. A Probabilistic Transformation of Distance-Based Outliers
  38. MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers
  39. When is an SHM problem a Multi-Task-Learning problem?
  40. Unwrapping All ReLU Networks
  41. Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf Segmentation
  42. About Evaluation of F1 Score for RECENT Relation Extraction System
  43. A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection
  44. A Preliminary Analysis on the Code Generation Capabilities of GPT-3.5 and Bard AI Models for Java Functions
  45. Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification
  46. Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps
  47. EXPRESSNET: An Explainable Residual Slim Network for Fingerprint Presentation Attack Detection
  48. Lp- and Risk Consistency of Localized SVMs
  49. Capturing Emerging Complexity in Lenia
  50. Multi-task convolutional neural network for image aesthetic assessment
  51. Unsupervised sequence-to-sequence learning for automatic signal quality assessment in multi-channel electrical impedance-based hemodynamic monitoring
  52. Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors
  53. GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding
  54. Constructing and Interpreting Causal Knowledge Graphs from News
  55. Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token
  56. Establishing Shared Query Understanding in an Open Multi-Agent System
  57. One-Shot Online Testing of Deep Neural Networks Based on Distribution Shift Detection
  58. MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection
  59. Multi-modal Visual Understanding with Prompts for Semantic Information Disentanglement of Image
  60. Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation
  61. CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling
  62. Improved Type III solar radio burst detection using congruent deep learning models
  63. Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings
  64. Hybrid and Collaborative Passage Reranking
  65. Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation
  66. Releasing Inequality Phenomenon in ℓ∞-norm Adversarial Training via Input Gradient Distillation
  67. OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
  68. Pink-Eggs Dataset V1: A Step Toward Invasive Species Management Using Deep Learning Embedded Solutions
  69. UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning
  70. Out-of-Distribution Detection for Adaptive Computer Vision
  71. A Dictionary-based approach to Time Series Ordinal Classification
  72. Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime
  73. Latent Distribution Adjusting for Face Anti-Spoofing
  74. Errors-in-variables Fr'echet Regression with Low-rank Covariate Approximation
  75. On the Origins of Bias in NLP through the Lens of the Jim Code
  76. Noise robust neural network architecture
  77. Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?
  78. Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement
  79. ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
  80. HyHTM: Hyperbolic Geometry based Hierarchical Topic Models
  81. A new node-shift encoding representation for the travelling salesman problem
  82. Online Continual Learning Without the Storage Constraint
  83. xPQA: Cross-Lingual Product Question Answering across 12 Languages
  84. Rounding Meets Approximate Model Counting
  85. Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning
  86. Sorting and Hypergraph Orientation under Uncertainty with Predictions
  87. Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples
  88. One-shot neural band selection for spectral recovery
  89. Synthetic data, real errors: how (not) to publish and use synthetic data
  90. Privacy-Preserving Ensemble Infused Enhanced Deep Neural Network Framework for Edge Cloud Convergence
  91. Touch Sensing on Semi-Elastic Textiles with Border-Based Sensors
  92. Towards Unifying Multi-Lingual and Cross-Lingual Summarization
  93. Component Training of Turbo Autoencoders
  94. PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression
  95. Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition
  96. CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images
  97. Towards Speech Dialogue Translation Mediating Speakers of Different Languages
  98. Trustworthy Privacy-preserving Hierarchical Ensemble and Federated Learning in Healthcare 4.0 with Blockchain
  99. The Weighted M"obius Score: A Unified Framework for Feature Attribution
  100. Representing states in iterated belief revision
  101. Machine learning enhanced real-time aerodynamic forces prediction based on sparse pressure sensor inputs
  102. Correlation Pyramid Network for 3D Single Object Tracking
  103. Easy-to-Hard Learning for Information Extraction
  104. Abnormal Functional Brain Network Connectivity Associated with Alzheimer's Disease
  105. Ortho-ODE: Enhancing Robustness and of Neural ODEs against Adversarial Attacks
  106. Empirical Analysis of the Inductive Bias of Recurrent Neural Networks by Discrete Fourier Transform of Output Sequences
  107. Adversarial Speaker Disentanglement Using Unannotated External Data for Self-supervised Representation Based Voice Conversion
  108. SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification
  109. Modelling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
  110. Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
  111. Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
  112. Self-Aware Trajectory Prediction for Safe Autonomous Driving
  113. Deep ReLU Networks Have Surprisingly Simple Polytopes
  114. Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
  115. Deep Ensembling for Perceptual Image Quality Assessment
  116. Pre-Training to Learn in Context
  117. Smart Policy Control for Securing Federated Learning Management System
  118. DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion
  119. Graph Reinforcement Learning for Network Control via Bi-Level Optimization
  120. Transfer Learning for Causal Effect Estimation
  121. On Optimal Strategies for Wordle and General Guessing Games
  122. Is a Video worth n× n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
  123. One-step learning algorithm selection for classification via convolutional neural networks
  124. Multi-view MERA Subspace Clustering
  125. ProtoVAE: Prototypical Networks for Unsupervised Disentanglement
  126. AAAI 2022 Fall Symposium: System-1 and System-2 realized within the Common Model of Cognition
  127. The Hessian perspective into the Nature of Convolutional Neural Networks
  128. A Review of Data-driven Approaches for Malicious Website Detection
  129. PanelNet: Understanding 360 Indoor Environment via Panel Representation
  130. Consensus and Subjectivity of Skin Tone Annotation for ML Fairness