mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 23 Nov 2022

216 papers

  1. Improving dermatology classifiers across populations using images generated by large diffusion modelsDiffusion models → Medical imaging and segmentation
  2. HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous DenoisingDiffusion models → 3D, point cloud and scene generation
  3. Distilling Knowledge from Self-Supervised Teacher by Embedding Graph AlignmentKnowledge distillation → Graph neural network distillation
  4. Paint by Example: Exemplar-based Image Editing with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  5. Peekaboo: Text to Image Diffusion Models are Zero-Shot SegmentorsDiffusion models → Medical imaging and segmentation
  6. Latent Video Diffusion Models for High-Fidelity Long Video GenerationDiffusion models → Video generation
  7. TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape GenerationDiffusion models → 3D, point cloud and scene generation
  8. On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function ApproximationOffline RL and imitation learning from data → Offline RL algorithms
  9. Inversion-Based Style Transfer with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  10. Structural Knowledge Distillation for Object DetectionKnowledge distillation → Detection and dense prediction distillation
  11. Schr"odinger's Bat: Diffusion Models Sometimes Generate Polysemous Words in SuperpositionDiffusion models → Image generation, text-to-image and editing +1
  12. Powderworld: A Platform for Understanding Generalization via Rich Task DistributionsWorld models → Latent dynamics models and model-based RL
  13. Open-vocabulary Attribute DetectionMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection
  14. DGEKT: A Dual Graph Ensemble Learning Method for Knowledge TracingKnowledge distillation → General knowledge distillation methods
  15. Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learningWorld models → Latent dynamics models and model-based RL
  16. Agent-Specific Deontic Modality Detection in Legal LanguageLLM agents and tool use → Social simulation and multi-agent debate
  17. Masked Autoencoding for Scalable and Generalizable Decision MakingOffline RL and imitation learning from data → Decision transformers and sequence modeling
  18. Texts as Images in Prompt Tuning for Multi-Label Image RecognitionMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  19. RoentGen: Vision-Language Foundation Model for Chest X-ray GenerationMultimodal LLMs / vision-language models → Medical vision-language models
  20. Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis
  21. RegTraffic: A Regression Based Traffic Simulator for Spatiotemporal Traffic Modeling, Simulation and Visualization
  22. Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks
  23. A 65nm 8b-Activation 8b-Weight SRAM-Based Charge-Domain Computing-in-Memory Macro Using A Fully-Parallel Analog Adder Network and A Single-ADC Interface
  24. A Network Theory Investigation into the Altered Resting State Functional Connectivity in Attention-Deficit Hyperactivity Disorder
  25. On "Deep Learning" Misconduct
  26. ReCo: Region-Controlled Text-to-Image Generation
  27. DAMO-YOLO : A Report on Real-Time Object Detection Design
  28. Replacing Automatic Differentiation by Sobolev Cubatures fastens Physics Informed Neural Nets and strengthens their Approximation Power
  29. Machine Learning for Screening Large Organic Molecules
  30. Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems
  31. Private Multi-Winner Voting for Machine Learning
  32. Incentive-Aware Recommender Systems in Two-Sided Markets
  33. CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds
  34. Whose Emotion Matters? Speaking Activity Localisation without Prior Knowledge
  35. Identification of Surface Defects on Solar PV Panels and Wind Turbine Blades using Attention based Deep Learning Model
  36. Unsupervised User-Based Insider Threat Detection Using Bayesian Gaussian Mixture Models
  37. Multi-Step Short-Term Wind Speed Prediction with Rank Pooling and Fast Fourier Transformation
  38. Supervised Pretraining for Molecular Force Fields and Properties Prediction
  39. Utility Assessment of Synthetic Data Generation Methods
  40. Choreographer: Learning and Adapting Skills in Imagination
  41. Principled Data-Driven Decision Support for Cyber-Forensic Investigations
  42. Supervised Hypergraph Reconstruction
  43. Robustness Analysis of Deep Learning Models for Population Synthesis
  44. Multi-Environment Pretraining Enables Transfer to Action Limited Datasets
  45. Learning to Rasterize Differentiably
  46. Learning Compact Features via In-Training Representation Alignment
  47. Using Focal Loss to Fight Shallow Heuristics: An Empirical Analysis of Modulated Cross-Entropy in Natural Language Inference
  48. A Report on the Euphemisms Detection Shared Task
  49. Group SELFIES: A Robust Fragment-Based Molecular String Representation
  50. Make-A-Story: Visual Memory Conditioned Consistent Story Generation
  51. Rank-One Editing of Encoder-Decoder Models
  52. Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning
  53. Bayesian Brain: Computation with Perception to Recognize 3D Objects
  54. CoMadOut -- A Robust Outlier Detection Algorithm based on CoMAD
  55. A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher Complexity
  56. How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?
  57. SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
  58. Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial Attacks
  59. Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data
  60. Learning and Testing Latent-Tree Ising Models Efficiently
  61. SEAT: Stable and Explainable Attention
  62. Shapley Curves: A Smoothing Perspective
  63. Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression
  64. Proceedings of the 4th International Workshop on Reading Music Systems
  65. Voice-preserving Zero-shot Multiple Accent Conversion
  66. Device Directedness with Contextual Cues for Spoken Dialog Systems
  67. Actively Learning Costly Reward Functions for Reinforcement Learning
  68. Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring
  69. Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning
  70. Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction
  71. CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
  72. Lempel-Ziv Networks
  73. Relating Regularization and Generalization through the Intrinsic Dimension of Activations
  74. ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans
  75. MEGAN: Multi-Explanation Graph Attention Network
  76. Unified Multimodal Model with Unlikelihood Training for Visual Dialog
  77. RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer
  78. Self-Supervised Learning based on Heat Equation
  79. ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field
  80. Learning to Imitate Object Interactions from Internet Videos
  81. Generalizable Implicit Neural Representations via Instance Pattern Composers
  82. SVFormer: Semi-supervised Video Transformer for Action Recognition
  83. CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
  84. On the Complexity of Finding a Diverse and Representative Committee using a Monotone, Separable Positional Multiwinner Voting Rule
  85. AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
  86. Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
  87. SeedBERT: Recovering Annotator Rating Distributions from an Aggregated Label
  88. Indian Commercial Truck License Plate Detection and Recognition for Weighbridge Automation
  89. BiasBed -- Rigorous Texture Bias Evaluation
  90. ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event Classification
  91. BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes
  92. TorchScale: Transformers at Scale
  93. Evolutionary Generalized Zero-Shot Learning
  94. Kernel PCA for multivariate extremes
  95. Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition
  96. Neural Superstatistics for Bayesian Estimation of Dynamic Cognitive Models
  97. Digital Twin-Centered Hybrid Data-Driven Multi-Stage Deep Learning Framework for Enhanced Nuclear Reactor Power Prediction
  98. Pruned Lightweight Encoders for Computer Vision
  99. FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning
  100. Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images
All 216
  1. This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
  2. Integral Continual Learning Along the Tangent Vector Field of Tasks
  3. Are Concept Drift Detectors Reliable Alarming Systems? -- A Comparative Study
  4. Autonomous Marker-less Rapid Aerial Grasping
  5. TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision
  6. Can Machines Imitate Humans? Integrative Turing-like tests for Language and Vision Demonstrate a Narrowing Gap
  7. Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives
  8. Robust Mean Teacher for Continual and Gradual Test-Time Adaptation
  9. Enhancing team performance with transfer-learning during real-world human-robot collaboration
  10. Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection
  11. A Masked Face Classification Benchmark on Low-Resolution Surveillance Images
  12. Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
  13. Semi-Supervised Lifelong Language Learning
  14. Quantitative deterministic equivalent of sample covariance matrices with a general dependence structure
  15. Can lies be faked? Comparing low-stakes and high-stakes deception video datasets from a Machine Learning perspective
  16. Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
  17. On the Typicality of Musical Sequences
  18. Semantics-Preserving Sketch Embedding for Face Generation
  19. Sarcasm Detection Framework Using Context, Emotion and Sentiment Features
  20. Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
  21. Simulation-based Forecasting for Intraday Power Markets: Modelling Fundamental Drivers for Location, Shape and Scale of the Price Distribution
  22. Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners
  23. Unsupervised Unlearning of Concept Drift with Autoencoders
  24. Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model
  25. Physics-informed neural networks for pathloss prediction
  26. Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure
  27. Holistic Visual-Textual Sentiment Analysis with Prior Models
  28. FLAIR #1: semantic segmentation and domain adaptation dataset
  29. Cooperative data-driven modeling
  30. Reinforcement learning for traffic signal control in hybrid action space
  31. Look, Read and Ask: Learning to Ask Questions by Reading Text in Images
  32. SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
  33. EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data
  34. Functional Connectome: Approximating Brain Networks with Artificial Neural Networks
  35. Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket
  36. Can we Adopt Self-supervised Pretraining for Chest X-Rays?
  37. Introspection-based Explainable Reinforcement Learning in Episodic and Non-episodic Scenarios
  38. Contrastive Multi-View Textual-Visual Encoding: Towards One Hundred Thousand-Scale One-Shot Logo Identification
  39. GhostNetV2: Enhance Cheap Operation with Long-Range Attention
  40. Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital
  41. OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields
  42. Cost Splitting for Multi-Objective Conflict-Based Search
  43. Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground
  44. Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography
  45. Data Augmentation Vision Transformer for Fine-grained Image Classification
  46. Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning
  47. A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
  48. A Dynamic Weighted Federated Learning for Android Malware Classification
  49. μSplit: efficient image decomposition for microscopy data
  50. ActMAD: Activation Matching to Align Distributions for Test-Time-Training
  51. Perfect Sampling from Pairwise Comparisons
  52. Privacy-Enhancing Optical Embeddings for Lensless Classification
  53. SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
  54. BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields
  55. GraphWOZ: Dialogue Management with Conversational Knowledge Graphs
  56. Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
  57. Unsupervised 3D Keypoint Discovery with Multi-View Geometry
  58. Video Instance Shadow Detection Under the Sun and Sky
  59. Data-Driven Feature Tracking for Event Cameras With and Without Frames
  60. Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation
  61. Fairly Allocating Utility in Constrained Multiwinner Elections
  62. Learning to See the Elephant in the Room: Self-Supervised Context Reasoning in Humans and AI
  63. Vertical Federated Learning: Concepts, Advances and Challenges
  64. A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning
  65. An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios
  66. IMaSC -- ICFOSS Malayalam Speech Corpus
  67. MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks
  68. An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022
  69. Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI
  70. Hand Avatar: Free-Pose Hand Animation and Rendering from Monocular Video
  71. Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling
  72. Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs
  73. A Dual-scale Lead-seperated Transformer With Lead-orthogonal Attention And Meta-information For Ecg Classification
  74. Research on Data Fusion Algorithm Based on Deep Learning in Target Tracking
  75. Learning Regularized Positional Encoding for Molecular Prediction
  76. Reconnoitering the class distinguishing abilities of the features, to know them better
  77. Interpretability of an Interaction Network for identifying H rightarrow bbarb jets
  78. VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval
  79. InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images
  80. NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension
  81. PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs
  82. FAIRification of MLC data
  83. SAH: Shifting-aware Asymmetric Hashing for Reverse k-Maximum Inner Product Search
  84. Dynamic Appearance: A Video Representation for Action Recognition with Joint Training
  85. Completing point cloud from few points by Wasserstein GAN and Transformers
  86. Efficient List-Decodable Regression using Batches
  87. Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration
  88. Safety Analysis of Autonomous Driving Systems Based on Model Learning
  89. Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks
  90. Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision
  91. Embedding Compression for Text Classification Using Dictionary Screening
  92. Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
  93. Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles
  94. Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
  95. SnCQA: A hardware-efficient equivariant quantum convolutional circuit architecture
  96. SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning
  97. Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans?
  98. Quality Assurance in MLOps Setting: An Industrial Perspective
  99. Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
  100. Evaluating Feature Attribution Methods for Electrocardiogram
  101. Continual Learning of Natural Language Processing Tasks: A Survey
  102. Rega-Net:Retina Gabor Attention for Deep Convolutional Neural Networks
  103. Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems
  104. Benchmarking Adversarially Robust Quantum Machine Learning at Scale
  105. Word-Level Representation From Bytes For Language Modeling
  106. Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation
  107. Expressibility-Enhancing Strategies for Quantum Neural Networks
  108. DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data
  109. The Impact of Generative AI on the Future of Visual Content Marketing
  110. One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning
  111. ActiveRMAP: Radiance Field for Active Mapping And Planning
  112. FRE: A Fast Method For Anomaly Detection And Segmentation
  113. Predicting Topological Maps for Visual Navigation in Unexplored Environments
  114. Leveraging Data Recasting to Enhance Tabular Reasoning
  115. Resource-Constrained Decentralized Federated Learning via Personalized Event-Triggering
  116. AugOp: Inject Transformation into Neural Operator