mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 15 Sep 2022

204 papers

  1. CES-KD: Curriculum-based Expert Selection for Guided Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  2. On-Device Domain GeneralizationKnowledge distillation → General knowledge distillation methods
  3. Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  4. Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward ShapingOffline RL and imitation learning from data → Offline RL algorithms
  5. Brain Imaging Generation with Latent Diffusion ModelsDiffusion models → Medical imaging and segmentation
  6. Layerwise Bregman Representation Learning with Applications to Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  7. VIPHY: Probing "Visible" Physical Commonsense KnowledgeLLM reasoning → Multimodal reasoning +1
  8. M^4I: Multi-modal Models Membership InferenceLLM safety and security → Membership inference attacks
  9. Can Offline Reinforcement Learning Help Natural Language Understanding?
  10. Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models
  11. A new family of Constitutive Artificial Neural Networks towards automated model discovery
  12. How to solve a classification problem using a cooperative tiling Multi-Agent System?
  13. Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
  14. Artificial Intelligence in Material Engineering: A review on applications of AI in Material Engineering
  15. Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data
  16. A Reference Model for Common Understanding of Capabilities and Skills in Manufacturing
  17. Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition
  18. Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer
  19. Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection
  20. Part-Based Models Improve Adversarial Robustness
  21. Compositional Law Parsing with Latent Random Functions
  22. Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
  23. VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network
  24. Scene Graph Modification as Incremental Structure Expanding
  25. Uncertainty-aware Efficient Subgraph Isomorphism using Graph Topology
  26. LAVIS: A Library for Language-Vision Intelligence
  27. MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report
  28. PTab: Using the Pre-trained Language Model for Modeling Tabular Data
  29. GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks
  30. Statistical Properties of the Entropy from Ordinal Patterns
  31. Computing the optimal distributionally-robust strategy to commit to
  32. Bayesian Identification of Nonseparable Hamiltonian Systems Using Stochastic Dynamic Models
  33. Application of Liquid Rank Reputation System for Content Recommendation
  34. Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling
  35. Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst
  36. Studying the explanations for the automated prediction of bug and non-bug issues using LIME and SHAP
  37. Hierarchical Superquadric Decomposition with Implicit Space Separation
  38. Differentiable Bilevel Programming for Stackelberg Congestion Games
  39. Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask
  40. Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English Varieties
  41. Hub-aware Random Walk Graph Embedding Methods for Classification
  42. Towards Improving Calibration in Object Detection Under Domain Shift
  43. STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Following Ahead
  44. Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
  45. Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period
  46. PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6 DoF Tracking
  47. Theoretical Insight into Batch Normalization: Data Dependant Auto-Tuning of Regularization Rate
  48. Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites
  49. The Development of Spatial Attention U-Net for The Recovery of Ionospheric Measurements and The Extraction of Ionospheric Parameters
  50. TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter
  51. Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning
  52. ZeroEGGS: Zero-shot Example-based Gesture Generation from Speech
  53. Human-level Atari 200x faster
  54. One-Shot Synthesis of Images and Segmentation Masks
  55. Understanding of the properties of neural network approaches for transient light curve approximations
  56. Improving Robust Fairness via Balance Adversarial Training
  57. MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report
  58. On the Soft-Subnetwork for Few-shot Class Incremental Learning
  59. A Survey on the application of Data Science And Analytics in the field of Organised Sports
  60. OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
  61. Test-Time Training with Masked Autoencoders
  62. Distribution Aware Metrics for Conditional Natural Language Generation
  63. Random initialisations performing above chance and how to find them
  64. Information Theoretic Measures of Causal Influences during Transient Neural Events
  65. DiP-GNN: Discriminative Pre-Training of Graph Neural Networks
  66. Unsupervised Opinion Summarization Using Approximate Geodesics
  67. Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings
  68. MRI-MECH: Mechanics-informed MRI to estimate esophageal health
  69. Hydra Attention: Efficient Attention with Many Heads
  70. Variational Representations of Annealing Paths: Bregman Information under Monotonic Embedding
  71. Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching
  72. Neural Networks Reduction via Lumping
  73. On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition
  74. Omnipredictors for Constrained Optimization
  75. A Robotic Visual Grasping Design: Rethinking Convolution Neural Network with High-Resolutions
  76. A Unifying Framework for Online Optimization with Long-Term Constraints
  77. Extended Intelligence
  78. Efficiency Ordering of Stochastic Gradient Descent
  79. Automatic Error Analysis for Document-level Information Extraction
  80. On the Dissipation of Ideal Hamiltonian Monte Carlo Sampler
  81. Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
  82. Statistical process monitoring of artificial neural networks
  83. Machine Reading, Fast and Slow: When Do Models "Understand" Language?
  84. Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
  85. FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection
  86. Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It
  87. EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring
  88. Private Stochastic Optimization With Large Worst-Case Lipschitz Parameter
  89. Private Synthetic Data for Multitask Learning and Marginal Queries
  90. A Light Recipe to Train Robust Vision Transformers
  91. From algorithms to action: improving patient care requires causality
  92. Towards Healing the Blindness of Score Matching
  93. Online Marker-free Extrinsic Camera Calibration using Person Keypoint Detections
  94. Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts
  95. Visual Recognition with Deep Nearest Centroids
  96. IoT-Aerial Base Station Task Offloading with Risk-Sensitive Reinforcement Learning for Smart Agriculture
  97. Understanding Deep Neural Function Approximation in Reinforcement Learning via ε-Greedy Exploration
  98. A Geometric Perspective on Variational Autoencoders
  99. Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization
  100. Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System
All 204
  1. Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks
  2. 3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling
  3. Continuous MDP Homomorphisms and Homomorphic Policy Gradient
  4. Measuring Geographic Performance Disparities of Offensive Language Classifiers
  5. Rethinking Round-Trip Translation for Machine Translation Evaluation
  6. Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing
  7. Does CLIP Know My Face?
  8. Best Arm Identification with Contextual Information under a Small Gap
  9. A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
  10. HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation
  11. Multicalibrated Regression for Downstream Fairness
  12. Differentially Private Estimation of Hawkes Process
  13. Multi-Task Mixture Density Graph Neural Networks for Predicting Cu-based Single-Atom Alloy Catalysts for CO2 Reduction Reaction
  14. Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion
  15. MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
  16. 'UFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference Resolution
  17. Blind and Channel-agnostic Equalization Using Adversarial Networks
  18. AssembleRL: Learning to Assemble Furniture from Their Point Clouds
  19. Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
  20. Graph-to-Text Generation with Dynamic Structure Pruning
  21. Efficient first-order predictor-corrector multiple objective optimization for fair misinformation detection
  22. Linear Transformations for Cross-lingual Sentiment Analysis
  23. UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs
  24. Generalization Properties of NAS under Activation and Skip Connection Search
  25. Robust Implementation of Foreground Extraction and Vessel Segmentation for X-ray Coronary Angiography Image Sequence
  26. Sound and Complete Verification of Polynomial Networks
  27. A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
  28. Recovery Guarantees for Distributed-OMP
  29. MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
  30. Number of Attention Heads vs Number of Transformer-Encoders in Computer Vision
  31. Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment
  32. Training Neural Networks in Single vs Double Precision
  33. TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media
  34. ProAPT: Projection of APT Threats with Deep Reinforcement Learning
  35. Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
  36. Adaptive Fairness Improvement Based on Causality Analysis
  37. Literature Review of the Recent Trends and Applications in various Fuzzy Rule based systems
  38. Learning to Exploit Elastic Actuators for Quadruped Locomotion
  39. Morphology-Aware Interactive Keypoint Estimation
  40. On the detrimental effect of invariances in the likelihood for variational inference
  41. Risk-aware linear bandits with convex loss
  42. Semi-supervised Batch Learning From Logged Data
  43. One-Shot Transfer of Affordance Regions? AffCorrs!
  44. HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator
  45. The Impact of Edge Displacement Vaserstein Distance on UD Parsing Performance
  46. COOL-MC: A Comprehensive Tool for Reinforcement Learning and Model Checking
  47. Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment
  48. The Cost of Training Machine Learning Models over Distributed Data Sources
  49. 4DenoiseNet: Adverse Weather Denoising from Adjacent Point Clouds
  50. Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge
  51. On Generalization of Decentralized Learning with Separable Data
  52. LAVOLUTION: Measurement of Non-target Structural Displacement Calibrated by Structured Light
  53. ρ-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows
  54. Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis
  55. Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training
  56. Multi-Objective Policy Gradients with Topological Constraints
  57. Constrained Update Projection Approach to Safe Policy Optimization
  58. Self-distilled Feature Aggregation for Self-supervised Monocular Depth Estimation
  59. Earthquake Phase Association with Graph Neural Networks
  60. Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling
  61. DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks
  62. Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process
  63. Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
  64. On the Reuse Bias in Off-Policy Reinforcement Learning
  65. Fixed-Point Centrality for Networks
  66. Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation
  67. uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers
  68. Efficient learning of nonlinear prediction models with time-series privileged information
  69. CommunityLM: Probing Partisan Worldviews from Language Models
  70. GAGA: Deciphering Age-path of Generalized Self-paced Regularizer
  71. PROB-SLAM: Real-time Visual SLAM Based on Probabilistic Graph Optimization
  72. MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report
  73. MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report
  74. Accuracy of the Uzbek stop words detection: a case study on "School corpus"
  75. MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results
  76. iFlipper: Label Flipping for Individual Fairness
  77. Exploring Visual Interpretability for Contrastive Language-Image Pre-training
  78. Fair Inference for Discrete Latent Variable Models
  79. Towards self-attention based visual navigation in the real world
  80. Efficient Perception, Planning, and Control Algorithm for Vision-Based Automated Vehicles
  81. Learning-Based Adaptive Control for Stochastic Linear Systems with Input Constraints
  82. Langevin Autoencoders for Learning Deep Latent Variable Models
  83. A Temporal Densely Connected Recurrent Network for Event-based Human Pose Estimation
  84. A semantic hierarchical graph neural network for text classification
  85. Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction
  86. Estimating large causal polytrees from small samples
  87. Out-of-Distribution Representation Learning for Time Series Classification
  88. Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer?
  89. MR4MR: Mixed Reality for Melody Reincarnation
  90. FRANS: Automatic Feature Extraction for Time Series Forecasting
  91. Upper bounds on the Natarajan dimensions of some function classes
  92. Error Controlled Feature Selection for Ultrahigh Dimensional and Highly Correlated Feature Space Using Deep Learning
  93. Gromov-Wasserstein Autoencoders
  94. Self-Supervised Texture Image Anomaly Detection By Fusing Normalizing Flow and Dictionary Learning
  95. Vision-aided UAV navigation and dynamic obstacle avoidance using gradient-based B-spline trajectory optimization
  96. Pose Attention-Guided Profile-to-Frontal Face Recognition
  97. Data Science Approach to predict the winning Fantasy Cricket Team Dream 11 Fantasy Sports
  98. Stochastic Tree Ensembles for Estimating Heterogeneous Effects
  99. Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
  100. PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer
  101. Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
  102. Non-Parallel Voice Conversion for ASR Augmentation
  103. Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits
  104. Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors