mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 5 Sep 2023

233 papers

  1. Exploiting Language Models as a Source of Knowledge for Cognitive AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  2. Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  3. Physically Grounded Vision-Language Models for Robotic ManipulationMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  4. Diffusion on the Probability SimplexDiffusion models → Diffusion foundations and sampling
  5. Fast and High-Performance Learned Image Compression With Improved Checkerboard Context Model, Deformable Residual Module, and Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  6. A Survey of Imitation Learning: Algorithms, Recent Developments, and ChallengesOffline RL and imitation learning from data → Imitation learning methods
  7. Cognitive Architectures for Language AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  8. Neurosymbolic Meta-Reinforcement Lookahead Learning Achieves Safe Self-Driving in Non-Stationary EnvironmentsEnd-to-end autonomous driving → Reinforcement learning for driving
  9. CIEM: Contrastive Instruction Evaluation Method for Better Instruction TuningMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  10. ATM: Action Temporality Modeling for Video Question AnsweringLLM reasoning → Multimodal reasoning
  11. Robustness and Generalizability of Deepfake Detection: A Study with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  12. Model-based Offline Policy Optimization with Adversarial NetworkOffline RL and imitation learning from data → Offline RL algorithms
  13. Making Large Language Models Better Reasoners with AlignmentLLM reasoning → Test-time compute and efficient thinking +1
  14. Hierarchical Masked 3D Diffusion Model for Video OutpaintingDiffusion models → 3D, point cloud and scene generation
  15. Diffusion-based 3D Object Detection with Random BoxesDiffusion models → Image generation, text-to-image and editing
  16. sasdim: self-adaptive noise scaling diffusion model for spatial time series imputationDiffusion models → Flow matching, time series and science
  17. Deep Imitation Learning for Humanoid Loco-manipulation through Human TeleoperationOffline RL and imitation learning from data → Real-world robot offline RL
  18. Variational Bayesian Imaging with an Efficient Surrogate Score-based PriorDiffusion models → Inverse problems and image restoration
  19. Task Generalization with Stability Guarantees via Elastic Dynamical System Motion PoliciesOffline RL and imitation learning from data → Robot learning from demonstration
  20. Gradient Domain Diffusion Models for Image SynthesisDiffusion models → Diffusion foundations and sampling
  21. AI Mobile Application for Archaeological Dating of Bronze Dings
  22. Metalearning-Informed Competence in Children: Implications for Responsible Brain-Inspired Artificial Intelligence
  23. Variational Self-Supervised Contrastive Learning Using Beta Divergence
  24. Neural Crystals
  25. Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification
  26. DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images
  27. Performance Analysis of Various EfficientNet Based U-Net++ Architecture for Automatic Building Extraction from High Resolution Satellite Images
  28. RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems
  29. ChatGPT Assisting Diagnosis of Neuro-ophthalmology Diseases Based on Case Reports
  30. Fairness Vs. Personalization: Towards Equity in Epistemic Utility
  31. Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning
  32. AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models
  33. A Context-Sensitive Approach to XAI in Music Performance
  34. Natural Example-Based Explainability: a Survey
  35. Retail store customer behavior analysis system: Design and Implementation
  36. Quantum-AI empowered Intelligent Surveillance: Advancing Public Safety Through Innovative Contraband Detection
  37. Superclustering by finding statistically significant separable groups of optimal gaussian clusters
  38. Compressing Vision Transformers for Low-Resource Visual Learning
  39. Generative AI-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts
  40. Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts
  41. Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds
  42. T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data
  43. Distributed Variational Inference for Online Supervised Learning
  44. Screening of Pneumonia and Urinary Tract Infection at Triage using TriNet
  45. Detection of Unknown-Unknowns in Human-in-Plant Human-in-Loop Systems Using Physics Guided Process Models
  46. Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting
  47. Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks
  48. Approximating High-Dimensional Minimal Surfaces with Physics-Informed Neural Networks
  49. Representation Learning for Sequential Volumetric Design Tasks
  50. Unveiling Intractable Epileptogenic Brain Networks with Deep Learning Algorithms: A Novel and Comprehensive Framework for Scalable Seizure Prediction with Unimodal Neuroimaging Data in Pediatric Patients
  51. Anatomy-Driven Pathology Detection on Chest X-rays
  52. Emphysema Subtyping on Thoracic Computed Tomography Scans using Deep Neural Networks
  53. Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach
  54. Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers
  55. Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model
  56. Sparse Partitioning Around Medoids
  57. Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images
  58. A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images
  59. Automating Behavioral Testing in Machine Translation
  60. Data Aggregation for Hierarchical Clustering
  61. Continual Improvement of Threshold-Based Novelty Detection
  62. Structural Concept Learning via Graph Attention for Multi-Level Rearrangement Planning
  63. A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation
  64. Experience and Prediction: A Metric of Hardness for a Novel Litmus Test
  65. Adaptive Adversarial Training Does Not Increase Recourse Costs
  66. A skeletonization algorithm for gradient-based optimization
  67. Do You Trust ChatGPT? -- Perceived Credibility of Human and AI-Generated Content
  68. Comparative Analysis of CPU and GPU Profiling for Deep Learning Models
  69. Towards User Guided Actionable Recourse
  70. Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview
  71. Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
  72. Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)
  73. GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction
  74. Efficient RL via Disentangled Environment and Agent Representations
  75. ReliTalk: Relightable Talking Portrait Generation from a Single Video
  76. Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach
  77. Enhancing Deep Learning Models through Tensorization: A Comprehensive Survey and Framework
  78. Monotone Tree-Based GAMI Models by Adapting XGBoost
  79. On the Minimax Regret in Online Ranking with Top-k Feedback
  80. EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding
  81. Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test
  82. Doppelgangers: Learning to Disambiguate Images of Similar Structures
  83. Computing SHAP Efficiently Using Model Structure Information
  84. First and zeroth-order implementations of the regularized Newton method with lazy approximated Hessians
  85. Delta-LoRA: Fine-Tuning High-Rank Parameters with the Delta of Low-Rank Matrices
  86. Generating Realistic Images from In-the-wild Sounds
  87. Voice Morphing: Two Identities in One Voice
  88. Substitution-based Semantic Change Detection using Contextual Embeddings
  89. Prototype-based Dataset Comparison
  90. In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms
  91. Explaining grokking through circuit efficiency
  92. nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources
  93. STEP -- Towards Structured Scene-Text Spotting
  94. A Lightweight and Transferable Design for Robust LEGO Manipulation
  95. Exact Inference for Continuous-Time Gaussian Process Dynamics
  96. Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis
  97. DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces
  98. PolyLUT: Learning Piecewise Polynomials for Ultra-Low Latency FPGA LUT-based Inference
  99. Resilient VAE: Unsupervised Anomaly Detection at the SLAC Linac Coherent Light Source
  100. Information Processing by Neuron Populations in the Central Nervous System: A Theory of the Mathematical Structure of Data and Operations
All 233
  1. Revisiting File Context for Source Code Summarization
  2. SeisCLIP: A seismology foundation model pre-trained by multi-modal data for multi-purpose seismic feature extraction
  3. TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction
  4. A study on the impact of pre-trained model on Just-In-Time defect prediction
  5. Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization
  6. Graph Self-Contrast Representation Learning
  7. Inferring effective couplings with Restricted Boltzmann Machines
  8. Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure
  9. Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes
  10. PromptTTS 2: Describing and Generating Voices with Text Prompt
  11. s-ID: Causal Effect Identification in a Sub-Population
  12. A Comparison of Residual-based Methods on Fault Detection
  13. Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette
  14. SAM-Deblur: Let Segment Anything Boost Image Deblurring
  15. MA-VAE: Multi-head Attention-based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-series Applied to Automotive Endurance Powertrain Testing
  16. RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning
  17. Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network
  18. Augmenting Chest X-ray Datasets with Non-Expert Annotations
  19. Self-Similarity-Based and Novelty-based loss for music structure analysis
  20. Dialog Action-Aware Transformer for Dialog Policy Learning
  21. Sample Size in Natural Language Processing within Healthcare Research
  22. Distributionally Robust Model-based Reinforcement Learning with Large State Spaces
  23. Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
  24. FSD: An Initial Chinese Dataset for Fake Song Detection
  25. DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation
  26. Dense Object Grounding in 3D Scenes
  27. Advanced Underwater Image Restoration in Complex Illumination Conditions
  28. Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
  29. Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation
  30. Continual Cross-Dataset Adaptation in Road Surface Classification
  31. Language Models for Novelty Detection in System Call Traces
  32. On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence
  33. Delving into Ipsilateral Mammogram Assessment under Multi-View Network
  34. Sparse Function-space Representation of Neural Networks
  35. Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing
  36. Exchanging-based Multimodal Fusion with Transformer
  37. Leveraging BERT Language Models for Multi-Lingual ESG Issue Identification
  38. Incorporating Dictionaries into a Neural Network Architecture to Extract COVID-19 Medical Concepts From Social Media
  39. AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections
  40. BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View
  41. High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network
  42. Dual Relation Alignment for Composed Image Retrieval
  43. PCFGaze: Physics-Consistent Feature for Appearance-based Gaze Estimation
  44. Advancing Text-to-GLOSS Neural Translation Using a Novel Hyper-parameter Optimization Technique
  45. Bias Propagation in Federated Learning
  46. The Adversarial Implications of Variable-Time Inference
  47. Traffic Light Recognition using Convolutional Neural Networks: A Survey
  48. S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
  49. Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection
  50. INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses
  51. Bring the Noise: Introducing Noise Robustness to Pretrained Automatic Speech Recognition
  52. A Lightweight, Rapid and Efficient Deep Convolutional Network for Chest X-Ray Tuberculosis Detection
  53. Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data
  54. Generalized Simplicial Attention Neural Networks
  55. Exploring the Intersection of Complex Aesthetics and Generative AI for Promoting Cultural Creativity in Rural China after the Post-Pandemic Era
  56. Evaluating Methods for Ground-Truth-Free Foreign Accent Conversion
  57. Asymmetric Momentum: A Rethinking of Gradient Descent
  58. Exploiting Spatial-temporal Data for Sleep Stage Classification via Hypergraph Learning
  59. Multi-label affordance mapping from egocentric vision
  60. Wordle: A Microcosm of Life. Luck, Skill, Cheating, Loyalty, and Influence!
  61. Leveraging Label Information for Multimodal Emotion Recognition
  62. Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge
  63. Iterative Superquadric Recomposition of 3D Objects from Multiple Views
  64. Towards Diverse and Consistent Typography Generation
  65. TensorBank: Tensor Lakehouse for Foundation Model Training
  66. Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches
  67. DeNISE: Deep Networks for Improved Segmentation Edges
  68. Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning
  69. Unsupervised Out-of-Distribution Detection by Restoring Lossy Inputs with Variational Autoencoder
  70. Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: Application to stochastic coordinate descent
  71. An Automatic Evaluation Framework for Multi-turn Medical Consultations Capabilities of Large Language Models
  72. Global Neural Networks and The Data Scaling Effect in Financial Time Series Forecasting
  73. BeeTLe: An Imbalance-Aware Deep Sequence Model for Linear B-Cell Epitope Prediction and Classification with Logit-Adjusted Losses
  74. Histograms of Points, Orientations, and Dynamics of Orientations Features for Hindi Online Handwritten Character Recognition
  75. Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
  76. MvFS: Multi-view Feature Selection for Recommender System
  77. No-Regret Caching with Noisy Request Estimates
  78. An Adaptive Spatial-Temporal Local Feature Difference Method for Infrared Small-moving Target Detection
  79. Machine learning of network inference enhancement from noisy measurements
  80. Probabilistic Self-supervised Learning via Scoring Rules Minimization
  81. Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies
  82. Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion
  83. Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples
  84. Diffusion Generative Inverse Design
  85. Data-Juicer: A One-Stop Data Processing System for Large Language Models
  86. A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking
  87. The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie
  88. Non-Parametric Representation Learning with Kernels
  89. Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length
  90. RDGSL: Dynamic Graph Representation Learning with Structure Learning
  91. Early Exiting Predictive Coding Neural Networks for Edge AI
  92. RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image
  93. PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates
  94. iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation
  95. Representation Learning Dynamics of Self-Supervised Models
  96. Establishing a real-time traffic alarm in the city of Valencia with Deep Learning
  97. Belief revision and incongruity: is it a joke?
  98. Logarithmic Mathematical Morphology: Theory and applications
  99. Aggregating Correlated Estimations with (Almost) no Training
  100. Analyzing domain shift when using additional data for the MICCAI KiTS23 Challenge
  101. Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofin And Annular Groove Phase Masks
  102. Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks
  103. An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability
  104. Linear Regression using Heterogeneous Data Batches
  105. AdaPlus: Integrating Nesterov Momentum and Precise Stepsize Adjustment on AdamW Basis
  106. NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
  107. Empowering Low-Light Image Enhancer through Customized Learnable Priors
  108. A Survey on Interpretable Cross-modal Reasoning
  109. Bilevel Scheduled Sampling for Dialogue Generation
  110. RADIO: Reference-Agnostic Dubbing Video Synthesis
  111. TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models
  112. On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks
  113. Extract-and-Adaptation Network for 3D Interacting Hand Mesh Recovery
  114. Dynamic Brain Transformer with Multi-level Attention for Functional Brain Network Analysis
  115. CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models
  116. Provably safe systems: the only path to controllable AGI
  117. DR-Pose: A Two-stage Deformation-and-Registration Pipeline for Category-level 6D Object Pose Estimation
  118. Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes
  119. Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images
  120. RoboAgent: Generalization and Efficiency in Robot Manipulation via Semantic Augmentations and Action Chunking
  121. A Survey on Physics Informed Reinforcement Learning: Review and Open Problems
  122. SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection
  123. Improving Drone Imagery For Computer Vision/Machine Learning in Wilderness Search and Rescue
  124. Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy
  125. Towards General and Efficient Online Tuning for Spark
  126. Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs
  127. Inferring Actual Treatment Pathways from Patient Records
  128. Reconstruction of Unstable Heavy Particles Using Deep Symmetry-Preserving Attention Networks
  129. QuantEase: Optimization-based Quantization for Language Models
  130. Non-asymptotic approximations for Pearson's chi-square statistic and its application to confidence intervals for strictly convex functions of the probability weights of discrete distributions
  131. On the Planning, Search, and Memorization Capabilities of Large Language Models
  132. Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting
  133. BigFUSE: Global Context-Aware Image Fusion in Dual-View Light-Sheet Fluorescence Microscopy with Image Formation Prior