mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 14 Sep 2021

184 papers

  1. Multi-Scale Aligned Distillation for Low-Resolution DetectionKnowledge distillation → Detection and dense prediction distillation
  2. Vision Transformer for Learning Driving Policies in Complex Multi-Agent EnvironmentsEnd-to-end autonomous driving → Reinforcement learning for driving
  3. A Note on Knowledge Distillation Loss Function for Object ClassificationKnowledge distillation → General knowledge distillation methods
  4. Multi-modal Motion Prediction with Transformer-based Neural Network for Autonomous DrivingWorld models → World models for autonomous driving
  5. Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction
  6. SafeAccess+: An Intelligent System to make Smart Home Safer and Americans with Disability Act Compliant
  7. Stock Price Prediction Under Anomalous Circumstances
  8. Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus
  9. Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing
  10. Focus on Impact: Indoor Exploration with Intrinsic Motivation
  11. Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer
  12. The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays
  13. Network representation learning systematic review: ancestors and current development state
  14. Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search
  15. Differentiable Physics: A Position Piece
  16. Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs
  17. Data-Driven Theory-guided Learning of Partial Differential Equations using SimultaNeous Basis Function Approximation and Parameter Estimation (SNAPE)
  18. Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document
  19. DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles
  20. Embedding Node Structural Role Identity Using Stress Majorization
  21. Frequency Effects on Syntactic Rule Learning in Transformers
  22. Discretization-independent surrogate modeling over complex geometries using hypernetworks and implicit representations
  23. Written Justifications are Key to Aggregate Crowdsourced Forecasts
  24. Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization
  25. Testing Self-Organized Criticality Across the Main Sequence using Stellar Flares from TESS
  26. Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
  27. HeMI: Multi-view Embedding in Heterogeneous Graphs
  28. A Three Step Training Approach with Data Augmentation for Morphological Inflection
  29. WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management
  30. ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors
  31. Behavior of k-NN as an Instance-Based Explanation Method
  32. Scalable Average Consensus with Compressed Communications
  33. NOPE: A Corpus of Naturally-Occurring Presuppositions in English
  34. Explainable Identification of Dementia from Transcripts using Transformer Networks
  35. Multi-modal Wound Classification using Wound Image and Location by Deep Neural Network
  36. Searching for More Efficient Dynamic Programs
  37. Multihop: Leveraging Complex Models to Learn Accurate Simple Models
  38. Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
  39. Automatically Exposing Problems with Neural Dialog Models
  40. Targeted Cross-Validation
  41. The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders
  42. On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning
  43. A Crawler Architecture for Harvesting the Clear, Social, and Dark Web for IoT-Related Cyber-Threat Intelligence
  44. A trainable monogenic ConvNet layer robust in front of large contrast changes in image classification
  45. Deploying clinical machine learning? Consider the following...
  46. Reconstruction on Trees and Low-Degree Polynomials
  47. fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit
  48. Learning and Decision-Making with Data: Optimal Formulations and Phase Transitions
  49. Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography
  50. Decision-Focused Summarization
  51. Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control
  52. Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition
  53. Legal Transformer Models May Not Always Help
  54. Nonlinearities in Steerable SO(2)-Equivariant CNNs
  55. Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
  56. One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification
  57. Performance of a Markovian neural network versus dynamic programming on a fishing control problem
  58. Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension
  59. BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
  60. A geometric perspective on functional outlier detection
  61. ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding
  62. The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation
  63. Types of Out-of-Distribution Texts and How to Detect Them
  64. Few-shot Quality-Diversity Optimization
  65. LM-Critic: Language Models for Unsupervised Grammatical Error Correction
  66. Automatic hippocampal surface generation via 3D U-net and active shape modeling with hybrid particle swarm optimization
  67. Predicting Loss Risks for B2B Tendering Processes
  68. What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey
  69. A Temporal Variational Model for Story Generation
  70. Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction
  71. ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation
  72. A Deep Learning Approach for Masking Fetal Gender in Ultrasound Images
  73. Multiple shooting for training neural differential equations on time series
  74. Learning to Navigate Intersections with Unsupervised Driver Trait Inference
  75. Benchmarking the Spectrum of Agent Capabilities
  76. PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models
  77. Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise
  78. MotionHint: Self-Supervised Monocular Visual Odometry with Motion Constraints
  79. Greenformer: Factorization Toolkit for Efficient Deep Neural Networks
  80. ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization
  81. Adaptive Information Seeking for Open-Domain Question Answering
  82. Deceptive Decision-Making Under Uncertainty
  83. Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning
  84. Tuna-AI: tuna biomass estimation with Machine Learning models trained on oceanography and echosounder FAD data
  85. Learning Density Distribution of Reachable States for Autonomous Systems
  86. Simulations in Recommender Systems: An industry perspective
  87. Sparse Fuzzy Attention for Structured Sentiment Analysis
  88. Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward
  89. HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
  90. IGNNITION: Bridging the Gap Between Graph Neural Networks and Networking Systems
  91. Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020
  92. Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment
  93. COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification
  94. Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling
  95. A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients
  96. A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling
  97. KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning
  98. A system for information extraction from scientific texts in Russian
  99. An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data
  100. LRWR: Large-Scale Benchmark for Lip Reading in Russian language
All 184
  1. Reactive and Safe Road User Simulations using Neural Barrier Certificates
  2. Luminance Attentive Networks for HDR Image and Panorama Reconstruction
  3. Non-autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition
  4. Efficient Inference for Multilingual Neural Machine Translation
  5. High-Resolution Image Harmonization via Collaborative Dual Transformations
  6. Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
  7. Identifying partial mouse brain microscopy images from Allen reference atlas using a contrastively learned semantic space
  8. Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification
  9. An MRC Framework for Semantic Role Labeling
  10. Improving Test Case Generation for REST APIs Through Hierarchical Clustering
  11. Towards optimized actions in critical situations of soccer games with deep reinforcement learning
  12. Dynamic Attentive Graph Learning for Image Restoration
  13. Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration
  14. Statistical limits of dictionary learning: random matrix theory and the spectral replica method
  15. DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
  16. MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model
  17. Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation
  18. Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP
  19. High-Fidelity GAN Inversion for Image Attribute Editing
  20. Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits
  21. Choosing the Right Algorithm With Hints From Complexity Theory
  22. A Semantic Indexing Structure for Image Retrieval
  23. Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents
  24. Bayesian AirComp with Sign-Alignment Precoding for Wireless Federated Learning
  25. Variation-Incentive Loss Re-weighting for Regression Analysis on Biased Data
  26. Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
  27. Talking Space: inference from spatial linguistic meanings
  28. Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging
  29. Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning
  30. Foreground Object Structure Transfer for Unsupervised Domain Adaptation
  31. 3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI
  32. Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training
  33. Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder
  34. Learning Bill Similarity with Annotated and Augmented Corpora of Bills
  35. Image-Based Alignment of 3D Scans
  36. Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks
  37. Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking
  38. Efficient Sampling of Dependency Structures
  39. Netmarble AI Center's WMT21 Automatic Post-Editing Shared Task Submission
  40. Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation
  41. Tribrid: Stance Classification with Neural Inconsistency Detection
  42. Optimal To-Do List Gamification for Long Term Planning
  43. conSultantBERT: Fine-tuned Siamese Sentence-BERT for Matching Jobs and Job Seekers
  44. Instance-wise Graph-based Framework for Multivariate Time Series Forecasting
  45. Multilevel profiling of situation and dialogue-based deep networks for movie genre classification using movie trailers
  46. Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data
  47. AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate
  48. Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification
  49. Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest Canopy
  50. Space Time Recurrent Memory Network
  51. Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization
  52. Deep Denerative Models for Drug Design and Response
  53. Dodging Attack Using Carefully Crafted Natural Makeup
  54. Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding
  55. A Machine-learning Framework for Acoustic Design Assessment in Early Design Stages
  56. Spiking Neural Networks for Visual Place Recognition via Weighted Neuronal Assignments
  57. A machine-learning framework for daylight and visual comfort assessment in early design stages
  58. Deep hierarchical reinforcement agents for automated penetration testing
  59. Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds
  60. Structure-Enhanced Pop Music Generation via Harmony-Aware Learning
  61. Complexity-aware Adaptive Training and Inference for Edge-Cloud Distributed AI Systems
  62. Uncovering Implicit Gender Bias in Narratives through Commonsense Inference
  63. YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker
  64. Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level CNN Features
  65. Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches
  66. Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology
  67. Commonsense-Focused Dialogues for Response Generation: An Empirical Study
  68. Cross-Region Domain Adaptation for Class-level Alignment
  69. COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow
  70. Cross-document Event Identity via Dense Annotation
  71. MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification
  72. Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction
  73. Reinforcement Learning with Evolutionary Trajectory Generator: A General Approach for Quadrupedal Locomotion
  74. Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling
  75. Detecting Multi-Sensor Fusion Errors in Advanced Driver-Assistance Systems
  76. Exploring Personality and Online Social Engagement: An Investigation of MBTI Users on Twitter
  77. Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification
  78. Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding
  79. Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos
  80. AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance
  81. On Distributed Learning with Constant Communication Bits
  82. Rationales for Sequential Predictions
  83. Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
  84. Hunspell for Sorani Kurdish Spell Checking and Morphological Analysis