mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 27 Sep 2023

223 papers

  1. Warfare:Breaking the Watermark Protection of AI-Generated ContentLLM safety and security → Watermarking generated content and models
  2. Towards Best Practices of Activation Patching in Language Models: Metrics and MethodsMechanistic interpretability → Knowledge and representations inside LLMs
  3. MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question AnsweringRetrieval-augmented generation → Medical and biomedical RAG
  4. Symbolic Imitation Learning: From Black-Box to Explainable Driving PoliciesEnd-to-end autonomous driving → Imitation-learning end-to-end planners +1
  5. Zero-Shot and Few-Shot Video Question Answering with Multi-Modal PromptsMultimodal LLMs / vision-language models → Video understanding with MLLMs
  6. High Perceptual Quality Wireless Image Delivery with Denoising Diffusion ModelsDiffusion models → Diffusion for compression and wireless
  7. Exploiting the Signal-Leak Bias in Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  8. Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video GenerationDiffusion models → Video generation
  9. Importance-Weighted Offline Learning Done RightOffline RL and imitation learning from data → Offline RL algorithms
  10. Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural RenderingEnd-to-end autonomous driving → Adversarial scenarios and safety testing
  11. CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTsEfficient LLM inference and serving → Token pruning and merging for ViTs
  12. Factorized Diffusion Architectures for Unsupervised Image Generation and SegmentationDiffusion models → Medical imaging and segmentation
  13. Improving Autonomous Driving Safety with POP: A Framework for Accurate Partially Observed Trajectory PredictionsEnd-to-end autonomous driving → End-to-end system architecture
  14. Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image EditingDiffusion models → Image generation, text-to-image and editing
  15. An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8LLM reasoning → Spatial and embodied reasoning
  16. Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language ModelsLLM reasoning → Test-time compute and efficient thinking
  17. High-Fidelity Speech Synthesis with Minimal Supervision: All Using Diffusion ModelsDiffusion models → Audio, speech and music
  18. VideoAdviser: Video Knowledge Distillation for Multimodal Transfer LearningKnowledge distillation → Multimodal distillation
  19. In-Hand Re-grasp Manipulation with Passive Dynamic Actions via Imitation LearningOffline RL and imitation learning from data → Robot manipulation imitation learning
  20. Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar MemoryKnowledge distillation → Detection and dense prediction distillation
  21. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and FutureLLM reasoning → Prompting and chain-of-thought reasoning
  22. LD4MRec: Simplifying and Powering Diffusion Model for Multimedia RecommendationDiffusion models → Diffusion recommenders
  23. Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
  24. "ChatGPT, a Friend or Foe for Education?" Analyzing the User's Perspectives on the Latest AI Chatbot Via Reddit
  25. No Trust without regulation!
  26. ACWA: An AI-driven Cyber-Physical Testbed for Intelligent Water Systems
  27. Deep Learning-Based Real-Time Rate Control for Live Streaming on Wireless Networks
  28. Brave new world: Artificial Intelligence in teaching and learning
  29. Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification
  30. Learning with Noisy Labels for Human Fall Events Classification: Joint Cooperative Training with Trinity Networks
  31. Borges and AI
  32. Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey
  33. An Empirical Study of AI Generated Text Detection Tools
  34. Machine Learning-driven Analysis of Gastrointestinal Symptoms in Post-COVID-19 Patients
  35. Demographic Parity: Mitigating Biases in Real-World Data
  36. Cognizance of Post-COVID-19 Multi-Organ Dysfunction through Machine Learning Analysis
  37. Resilience of Deep Learning applications: a systematic literature review of analysis and hardening techniques
  38. Explainable machine learning-based prediction model for diabetic nephropathy
  39. SimPINNs: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems
  40. Aperture Diffraction for Compact Snapshot Spectral Imaging
  41. Label Augmentation Method for Medical Landmark Detection in Hip Radiograph Images
  42. Masked Autoencoders are Scalable Learners of Cellular Morphology
  43. Predicting Cardiovascular Complications in Post-COVID-19 Patients Using Data-Driven Machine Learning Models
  44. AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
  45. Identifying Risk Factors for Post-COVID-19 Mental Health Disorders: A Machine Learning Perspective
  46. Diagnosis of Helicobacter pylori using AutoEncoders for the Detection of Anomalous Staining Patterns in Immunohistochemistry Images
  47. Improving Adaptive Online Learning Using Refined Discretization
  48. Handbook on Leveraging Lines for Two-View Relative Pose Estimation
  49. Effective Long-Context Scaling of Foundation Models
  50. Analytical Modelling of Raw Data for Flow-Guided In-body Nanoscale Localization
  51. Learning Dissipative Neural Dynamical Systems
  52. Q-REG: End-to-End Trainable Point Cloud Registration with Surface Curvature
  53. GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis
  54. GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
  55. Graph-level Representation Learning with Joint-Embedding Predictive Architectures
  56. Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems
  57. Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness
  58. Machine Learning Based Analytics for the Significance of Gait Analysis in Monitoring and Managing Lower Extremity Injuries
  59. Open Source Infrastructure for Differentiable Density Functional Theory
  60. Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings
  61. Assessment of Local Climate Zone Products via Simplified Classification Rule with 3D Building Maps
  62. Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields
  63. TraCE: Trajectory Counterfactual Explanation Scores
  64. The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering
  65. Unified Long-Term Time-Series Forecasting Benchmark
  66. Towards Efficient and Reliable AI Through Neuromorphic Principles
  67. AutoEncoding Tree for City Generation and Applications
  68. Context-Aware Entity Grounding with Open-Vocabulary 3D Scene Graphs
  69. Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation
  70. Projection based fuzzy least squares twin support vector machine for class imbalance problems
  71. Highly Efficient SNNs for High-speed Object Detection
  72. Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training
  73. Neuro-Inspired Hierarchical Multimodal Learning
  74. STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs
  75. SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations
  76. Examining the Values Reflected by Children during AI Problem Formulation
  77. OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs
  78. Multi-task and few-shot learning in virtual flow metering
  79. Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing
  80. Convolutional Networks with Oriented 1D Kernels
  81. Fair Canonical Correlation Analysis
  82. Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack
  83. Lyra: Orchestrating Dual Correction in Automated Theorem Proving
  84. Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
  85. Node-Aligned Graph-to-Graph (NAG2G): Elevating Template-Free Deep Learning Approaches in Single-Step Retrosynthesis
  86. Quantum Block-Matching Algorithm using Dissimilarity Measure
  87. Large Language Model Routing with Benchmark Datasets
  88. Partial Transport for Point-Cloud Registration
  89. BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
  90. Joint-YODNet: A Light-weight Object Detector for UAVs to Achieve Above 100fps
  91. AaP-ReID: Improved Attention-Aware Person Re-identification
  92. Question answering using deep learning in low resource Indian language Marathi
  93. Learning the Efficient Frontier
  94. Benign overfitting beyond prediction: The ordinary least squares interpolator
  95. AI in Software Engineering: Case Studies and Prospects
  96. Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback
  97. Latent Graphs for Semi-Supervised Learning on Biomedical Tabular Data
  98. InfraParis: A multi-modal and multi-task autonomous driving dataset
  99. Automated CT Lung Cancer Screening Workflow using 3D Camera
  100. Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization
All 223
  1. Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need
  2. Synthetic Latent Fingerprint Generation Using Style Transfer
  3. Deep Learning-based Analysis of Basins of Attraction
  4. Temporal graph models fail to capture global temporal dynamics
  5. MindGPT: Interpreting What You See with Non-invasive Brain Recordings
  6. Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
  7. Model Share AI: An Integrated Toolkit for Collaborative Machine Learning Model Development, Provenance Tracking, and Deployment in Python
  8. Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription
  9. Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension
  10. Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization
  11. Physics-Based Rigid Body Object Tracking and Friction Filtering From RGB-D Videos
  12. SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction
  13. HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
  14. Deep Model Fusion: A Survey
  15. Physics Inspired Hybrid Attention for SAR Target Recognition
  16. A Unified View of Differentially Private Deep Generative Modeling
  17. Breaking On-Chip Communication Anonymity using Flow Correlation Attacks
  18. Enhancing End-to-End Conversational Speech Translation Through Target Language Context Utilization
  19. End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning
  20. Joint Sampling and Optimisation for Inverse Rendering
  21. SJTU-TMQA: A quality assessment database for static mesh with texture map
  22. Speech collage: code-switched audio generation by collaging monolingual corpora
  23. MONOVAB : An Annotated Corpus for Bangla Multi-label Emotion Detection
  24. On the Computational Entanglement of Distant Features in Adversarial Machine Learning
  25. Human Kinematics-inspired Skeleton-based Video Anomaly Detection
  26. Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization
  27. Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative Analysis
  28. Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting
  29. SANGEA: Scalable and Attributed Network Generation
  30. Cold & Warm Net: Addressing Cold-Start Users in Recommender Systems
  31. Why do Angular Margin Losses work well for Semi-Supervised Anomalous Sound Detection?
  32. Efficient tensor network simulation of IBM's largest quantum processors
  33. Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices
  34. Enhancing Sharpness-Aware Optimization Through Variance Suppression
  35. RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation
  36. Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data
  37. NLPBench: Evaluating Large Language Models on Solving NLP Problems
  38. Neuromorphic Imaging and Classification with Graph Learning
  39. Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery
  40. Perception for Humanoid Robots
  41. Developing automatic verbatim transcripts for international multilingual meetings: an end-to-end solution
  42. NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps
  43. Entropic Matching for Expectation Propagation of Markov Jump Processes
  44. Distill Knowledge in Multi-task Reinforcement Learning with Optimal-Transport Regularization
  45. OceanBench: The Sea Surface Height Edition
  46. PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation
  47. A Fourier Neural Operator Approach for Modelling Exciton-Polariton Condensate Systems
  48. Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge
  49. Few-Shot Multi-Label Aspect Category Detection Utilizing Prototypical Network with Sentence-Level Weighting and Label Augmentation
  50. LivDet2023 -- Fingerprint Liveness Detection Competition: Advancing Generalization
  51. Learning Spatial-Temporal Regularized Tensor Sparse RPCA for Background Subtraction
  52. Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation
  53. The Maximum Cover with Rotating Field of View
  54. HPL-ViT: A Unified Perception Framework for Heterogeneous Parallel LiDARs in V2V
  55. Jointly Training Large Autoregressive Multimodal Models
  56. Guided Frequency Loss for Image Restoration
  57. Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization
  58. Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
  59. Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution
  60. Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization
  61. Low Latency of object detection for spikng neural network
  62. Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023
  63. Startup success prediction and VC portfolio simulation using CrunchBase data
  64. DeepRepViz: Identifying Confounders in Deep Learning Model Predictions
  65. From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction
  66. Uncertainty Quantification via Neural Posterior Principal Components
  67. Missing-modality Enabled Multi-modal Fusion Architecture for Medical Data
  68. P2I-NET: Mapping Camera Pose to Image via Adversarial Learning for New View Synthesis in Real Indoor Environments
  69. Cyber Security Requirements for Platforms Enhancing AI Reproducibility
  70. Improving Facade Parsing with Vision Transformers and Line Integration
  71. Robust Internal Representations for Domain Generalization
  72. MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis
  73. SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography
  74. Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection
  75. Raij=u: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems
  76. Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem
  77. Teaching Text-to-Image Models to Communicate in Dialog
  78. GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network
  79. DreamCom: Finetuning Text-guided Inpainting Model for Image Composition
  80. Finite Scalar Quantization: VQ-VAE Made Simple
  81. Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations
  82. Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision
  83. CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading
  84. Survey on Deep Face Restoration: From Non-blind to Blind and Beyond
  85. Tackling VQA with Pretrained Foundation Models without Further Training
  86. Transferability of Representations Learned using Supervised Contrastive Learning Trained on a Multi-Domain Dataset
  87. Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation
  88. Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games
  89. Fast Locality Sensitive Hashing with Theoretical Guarantee
  90. The Robust Semantic Segmentation UNCV2023 Challenge Results
  91. A Tutorial on Uniform B-Spline
  92. Dynamic Multi-Scale Context Aggregation for Conversational Aspect-Based Sentiment Quadruple Analysis
  93. Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey
  94. Cross-Dataset Experimental Study of Radar-Camera Fusion in Bird's-Eye View
  95. DTC: Deep Tracking Control
  96. ChatCounselor: A Large Language Models for Mental Health Support
  97. GAMMA: Graspability-Aware Mobile MAnipulation Policy Learning based on Online Grasping Pose Fusion
  98. LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
  99. Semantics-Driven Cloud-Edge Collaborative Inference
  100. Local Compressed Video Stream Learning for Generic Event Boundary Detection
  101. Graph Neural Prompting with Large Language Models
  102. NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions
  103. Deep Learning in Deterministic Computational Mechanics
  104. The Triad of Failure Modes and a Possible Way Out
  105. Automatic Feature Fairness in Recommendation via Adversaries
  106. 3D Multiple Object Tracking on Autonomous Driving: A Literature Review
  107. Interpretable AI-Driven Discovery of Terrain-Precipitation Relationships for Enhanced Climate Insights
  108. Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs
  109. KDD-LOAM: Jointly Learned Keypoint Detector and Descriptors Assisted LiDAR Odometry and Mapping
  110. Neural Stochastic Differential Equations for Robust and Explainable Analysis of Electromagnetic Unintended Radiated Emissions
  111. Subjective Face Transform using Human First Impressions
  112. ADGym: Design Choices for Deep Anomaly Detection
  113. PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling
  114. Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning
  115. Density Estimation via Measure Transport: Outlook for Applications in the Biological Sciences
  116. Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision
  117. Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
  118. C3Net: interatomic potential neural network for prediction of physicochemical properties in heterogenous systems
  119. Multimodal Dataset for Localization, Mapping and Crop Monitoring in Citrus Tree Farms
  120. BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields
  121. Exploring Learned Representations of Neural Networks with Principal Component Analysis
  122. Neural Operators for Accelerating Scientific Simulations and Design
  123. On the Power of SVD in the Stochastic Block Model