mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 22 Sep 2023

203 papers

  1. Unbiased Watermark for Large Language ModelsLLM safety and security → Watermarking generated content and models
  2. Poster: Self-Supervised Quantization-Aware Knowledge DistillationKnowledge distillation → Knowledge distillation for LLMs
  3. SurrealDriver: Designing LLM-powered Generative Driver Agent Framework based on Human Drivers' Driving-thinking DataLLM reasoning → Chain-of-thought reasoning for driving +1
  4. Effective Distillation of Table-based Reasoning Ability from LLMsLLM reasoning → Knowledge- and tool-augmented reasoning +1
  5. Invisible Watermarking for Audio Generation Diffusion ModelsDiffusion models → Robustness, privacy and adversarial aspects +1
  6. Large Language Models Are Also Good Prototypical Commonsense ReasonersLLM reasoning → Reasoning benchmarks and evaluation
  7. MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance SegmentationDiffusion models → Medical imaging and segmentation
  8. Robotic Offline RL from Internet Videos via Value-Function Pre-TrainingOffline RL and imitation learning from data → Real-world robot offline RL
  9. GELLO: A General, Low-Cost, and Intuitive Teleoperation Framework for Robot ManipulatorsOffline RL and imitation learning from data → Robot manipulation imitation learning
  10. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsLLM reasoning → Reasoning for agents, planning and code
  11. Trusta: Reasoning about Assurance Cases with Formal Methods and Large Language ModelsLLM reasoning → Reasoning for agents, planning and code
  12. VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial AttacksKnowledge distillation → Federated, robust and private distillation
  13. Diffusion Augmentation for Sequential RecommendationDiffusion models → Diffusion recommenders
  14. Improving Generalization in Game Agents with Data Augmentation in Imitation LearningOffline RL and imitation learning from data → Imitation learning methods
  15. DurIAN-E: Duration Informed Attention Network For Expressive Text-to-Speech SynthesisDiffusion models → Audio, speech and music
  16. Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language ModelsLLM reasoning → Knowledge- and tool-augmented reasoning +1
  17. H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics GapsOffline RL and imitation learning from data → Offline RL algorithms
  18. Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  19. HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question AnsweringLLM reasoning → Knowledge- and tool-augmented reasoning
  20. Triple-View Knowledge Distillation for Semi-Supervised Semantic SegmentationKnowledge distillation → Detection and dense prediction distillation
  21. PlanFitting: Personalized Exercise Planning with Large Language Model-driven Conversational AgentLLM agents and tool use → General LLM agent frameworks and benchmarks
  22. HydraScreen: A Generalizable Structure-Based Deep Learning Approach to Drug Discovery
  23. Targeted Activation Penalties Help CNNs Ignore Spurious Signals
  24. Predictive AI for SME and Large Enterprise Financial Performance Management
  25. Wave-informed dictionary learning for high-resolution imaging in complex media
  26. Enhancing Network Resilience through Machine Learning-powered Graph Combinatorial Optimization: Applications in Cyber Defense and Information Diffusion
  27. Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning
  28. A Simple Illustration of Interleaved Learning using Kalman Filter for Linear Least Squares
  29. ARRQP: Anomaly Resilient Real-time QoS Prediction Framework with Graph Convolution
  30. PopBERT. Detecting populism and its host ideologies in the German Bundestag
  31. Language Models for Business Optimisation with a Real World Case Study in Production Scheduling
  32. MISFIT-V: Misaligned Image Synthesis and Fusion using Information from Thermal and Visual
  33. Assessing the Impact of Personality on Affective States from Video Game Communication
  34. The LHCb ultra-fast simulation option, Lamarr: design and validation
  35. Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications
  36. Intent-Aware Autonomous Driving: A Case Study on Highway Merging Scenarios
  37. A Practical Survey on Zero-shot Prompt Design for In-context Learning
  38. Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts
  39. ClusterFormer: Clustering As A Universal Visual Learner
  40. Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients
  41. Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation
  42. Spatial-frequency channels, shape bias, and adversarial robustness
  43. Masked Discriminators for Content-Consistent Unpaired Image-to-Image Translation
  44. Visualizing Topological Importance: A Class-Driven Approach
  45. Document Understanding for Healthcare Referrals
  46. Statistical Hypothesis Testing for Information Value (IV)
  47. Diagnosing and exploiting the computational demands of videos games for deep reinforcement learning
  48. Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation
  49. AI Risk Profiles: A Standards Proposal for Pre-Deployment AI Risk Disclosures
  50. BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP
  51. Investigating Efficient Deep Learning Architectures For Side-Channel Attacks on AES
  52. Flow Factorized Representation Learning
  53. How to train your VAE
  54. Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations
  55. Cardiovascular Disease Risk Prediction via Social Media
  56. Trading-off Mutual Information on Feature Aggregation for Face Recognition
  57. Contextual Emotion Estimation from Image Captions
  58. Global Deep Forecasting with Patient-Specific Pharmacokinetics
  59. Understanding Calibration of Deep Neural Networks for Medical Image Classification
  60. Insights from an OTTR-centric Ontology Engineering Methodology
  61. AntiBARTy Diffusion for Property Guided Antibody Design
  62. Data is often loadable in short depth: Quantum circuits from tensor networks for finance, images, fluids, and proteins
  63. OpportunityFinder: A Framework for Automated Causal Inference
  64. Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR
  65. Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction
  66. Lamarck's Revenge: Inheritance of Learned Traits Can Make Robot Evolution Better
  67. Topological Data Mapping of Online Hate Speech, Misinformation, and General Mental Health: A Large Language Model Based Study
  68. Zero-Shot Object Counting with Language-Vision Models
  69. Multiple Independent DE Optimizations to Tackle Uncertainty and Variability in Demand in Inventory Management
  70. Computational Natural Philosophy: A Thread from Presocratics through Turing to ChatGPT
  71. Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks
  72. Learning algorithms for identification of whisky using portable Raman spectroscopy
  73. E(2)-Equivariant Graph Planning for Navigation
  74. NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields
  75. Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
  76. Memory-augmented conformer for improved end-to-end long-form ASR
  77. Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading
  78. A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection
  79. Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model
  80. Understanding Deep Gradient Leakage via Inversion Influence Functions
  81. Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-Design
  82. Performance Analysis of UNet and Variants for Medical Image Segmentation
  83. Deep3DSketch+: Rapid 3D Modeling from Single Free-hand Sketches
  84. Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
  85. Expressive variational quantum circuits provide inherent privacy in federated learning
  86. Audience-specific Explanations for Machine Translation
  87. Scaling Limits of the Wasserstein information matrix on Gaussian Mixture Models
  88. Point Cloud Network: An Order of Magnitude Improvement in Linear Layer Parameter Count
  89. Deep learning probability flows and entropy production rates in active matter
  90. License Plate Recognition Based On Multi-Angle View Model
  91. Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes
  92. PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN
  93. Detect Everything with Few Examples
  94. Nested Event Extraction upon Pivot Element Recogniton
  95. On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures
  96. Inter-vendor harmonization of Computed Tomography (CT) reconstruction kernels using unpaired image translation
  97. Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation
  98. Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models
  99. Frustrated with Code Quality Issues? LLMs can Help!
  100. TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles
All 203
  1. On Separate Normalization in Self-supervised Transformers
  2. BayesDLL: Bayesian Deep Learning Library
  3. A matter of attitude: Focusing on positive and active gradients to boost saliency maps
  4. KG-MDL: Mining Graph Patterns in Knowledge Graphs with the MDL Principle
  5. ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction
  6. Affect Recognition in Conversations Using Large Language Models
  7. FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing
  8. Gravity Network for end-to-end small lesion detection
  9. AnglE-optimized Text Embeddings
  10. Accurate and Fast Compressed Video Captioning
  11. Bridging Sensor Gaps via Attention Gated Tuning for Hyperspectral Image Classification
  12. Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts
  13. Associative Transformer
  14. Robotic Handling of Compliant Food Objects by Robust Learning from Demonstration
  15. Cross-Modal Translation and Alignment for Survival Analysis
  16. Ensemble Differential Evolution with Simulation-Based Hybridization and Self-Adaptation for Inventory Management Under Uncertainty
  17. DeepOPF-U: A Unified Deep Neural Network to Solve AC Optimal Power Flow in Multiple Networks
  18. SRFNet: Monocular Depth Estimation with Fine-grained Structure via Spatial Reliability-oriented Fusion of Frames and Events
  19. Reward Function Design for Crowd Simulation via Reinforcement Learning
  20. Model-based causal feature selection for general response types
  21. AxOCS: Scaling FPGA-based Approximate Operators using Configuration Supersampling
  22. Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
  23. OmniDrones: An Efficient and Flexible Platform for Reinforcement Learning in Drone Control
  24. A Spectral Theory of Neural Prediction and Alignment
  25. Doubly Robust Proximal Causal Learning for Continuous Treatments
  26. Domain Adaptive Few-Shot Open-Set Learning
  27. StyloMetrix: An Open-Source Multilingual Tool for Representing Stylometric Vectors
  28. ChatPRCS: A Personalized Support System for English Reading Comprehension based on ChatGPT
  29. Automatic view plane prescription for cardiac magnetic resonance imaging via supervision by spatial relationship between views
  30. Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning
  31. Deepfake audio as a data augmentation technique for training automatic speech to text transcription models
  32. NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
  33. EMS: 3D Eyebrow Modeling from Single-view Images
  34. LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition
  35. WiCV@CVPR2023: The Eleventh Women In Computer Vision Workshop at the Annual CVPR Conference
  36. An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods
  37. Reduce, Reuse, Recycle: Is Perturbed Data better than Other Language augmentation for Low Resource Self-Supervised Speech Models
  38. S3TC: Spiking Separated Spatial and Temporal Convolutions with Unsupervised STDP-based Learning for Action Recognition
  39. Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
  40. Towards an MLOps Architecture for XAI in Industrial Applications
  41. Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
  42. Optimal Dynamic Fees for Blockchain Resources
  43. OpenAi's GPT4 as coding assistant
  44. Defeasible Reasoning with Knowledge Graphs
  45. In-context Interference in Chat-based Large Language Models
  46. Transformer-based Image Compression with Variable Image Quality Objectives
  47. Unsupervised Representations Improve Supervised Learning in Speech Emotion Recognition
  48. Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences
  49. The Mathematical Game
  50. PointSSC: A Cooperative Vehicle-Infrastructure Point Cloud Benchmark for Semantic Scene Completion
  51. Multi-Label Noise Transition Matrix Estimation with Label Correlations: Theory and Algorithm
  52. Breiman meets Bellman: Non-Greedy Decision Trees with MDPs
  53. mixed attention auto encoder for multi-class industrial anomaly detection
  54. Semantic similarity prediction is better than other semantic similarity measures
  55. Recurrent Temporal Revision Graph Networks
  56. Enhancing Graph Representation of the Environment through Local and Cloud Computation
  57. AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer
  58. eWand: A calibration framework for wide baseline frame-based and event-based camera systems
  59. QAL-BP: An Augmented Lagrangian Quantum Approach for Bin Packing
  60. TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population
  61. JCoLA: Japanese Corpus of Linguistic Acceptability
  62. Vision Transformers for Computer Go
  63. On Sparse Modern Hopfield Model
  64. How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization
  65. Langevin Quasi-Monte Carlo
  66. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
  67. Neural Operator Variational Inference based on Regularized Stein Discrepancy for Deep Gaussian Processes
  68. Exploiting Modality-Specific Features For Multi-Modal Manipulation Detection And Grounding
  69. Natural revision is contingently-conditionalized revision
  70. FP-PET: Large Model, Multiple Loss And Focused Practice
  71. The More Similar, the Better? Associations between Latent Semantic Similarity and Emotional Experiences Differ across Conversation Contexts
  72. RHINO: Regularizing the Hash-based Implicit Neural Representation
  73. Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects
  74. CINFormer: Transformer network with multi-stage CNN feature injection for surface defect segmentation
  75. Auto-Lesion Segmentation with a Novel Intensity Dark Channel Prior for COVID-19 Detection
  76. Learning Actions and Control of Focus of Attention with a Log-Polar-like Sensor
  77. Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable?
  78. Decision Fusion Network with Perception Fine-tuning for Defect Classification
  79. Sequential Action-Induced Invariant Representation for Reinforcement Learning
  80. A Quantum Computing-based System for Portfolio Optimization using Future Asset Values and Automatic Reduction of the Investment Universe
  81. Construction contract risk identification based on knowledge-augmented language model
  82. DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients
  83. Data-driven Preference Learning Methods for Sorting Problems with Multiple Temporal Criteria
  84. Learning to Diversify Neural Text Generation via Degenerative Model
  85. Zero-Regret Performative Prediction Under Inequality Constraints
  86. Unlocking Model Insights: A Dataset for Automated Model Card Generation
  87. Multiply Robust Federated Estimation of Targeted Average Treatment Effects
  88. DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image
  89. Improving Machine Learning Robustness via Adversarial Training
  90. BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection
  91. Sampling-Frequency-Independent Universal Sound Separation
  92. From Text to Trends: A Unique Garden Analytics Perspective on the Future of Modern Agriculture
  93. SPION: Layer-Wise Sparse Training of Transformer via Convolutional Flood Filling
  94. Understanding Patterns of Deep Learning ModelEvolution in Network Architecture Search
  95. Classification of Alzheimers Disease with Deep Learning on Eye-tracking Data
  96. Interpretable 3D Multi-Modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis
  97. Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers
  98. A Study on Learning Social Robot Navigation with Multimodal Perception
  99. Machine Learning Meets Advanced Robotic Manipulation
  100. Invariant Learning via Probability of Sufficient and Necessary Causes
  101. Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models
  102. Automatic Answerability Evaluation for Question Generation
  103. Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation