mlsanityData to 14 Oct 2026

Papers

New on arXiv

Fri 1 Sep 2023

144 papers

  1. No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy FunctionLLM reasoning → Mathematical reasoning
  2. Efficient RLHF: Reducing the Memory Usage of PPOLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  3. PathLDM: Text conditioned Latent Diffusion Model for HistopathologyDiffusion models → Medical imaging and segmentation
  4. Reinforcement Learning with Human Feedback for Realistic Traffic SimulationLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  5. Zero-Shot Video Moment Retrieval from Frozen Vision-Language ModelsMultimodal LLMs / vision-language models → Video understanding with MLLMs
  6. Baseline Defenses for Adversarial Attacks Against Aligned Language ModelsLLM alignment / RLHF / preference optimisation → Safety alignment and jailbreak attacks
  7. Iterative Multi-granular Image Editing using Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  8. VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video GenerationDiffusion models → Video generation
  9. Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectivesMixture-of-experts → Multimodal MoE models
  10. Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolutionDiffusion models → Inverse problems and image restoration
  11. RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI FeedbackLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  12. Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous VehiclesEnd-to-end autonomous driving → Cooperative and V2X driving
  13. DiffuGen: Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  14. Diffusion Model with Clustering-based Conditioning for Food Image GenerationDiffusion models → Image generation, text-to-image and editing
  15. Amortizing Pragmatic Program Synthesis with Rankings
  16. Examining the Effectiveness of Chatbots in Gathering Family History Information in Comparison to the Standard In-Person Interview-Based Approach
  17. Sherlock Holmes Doesn't Play Dice: The mathematics of uncertain reasoning when something may happen, that one is not even able to figure out
  18. Solving multiscale elliptic problems by sparse radial basis function neural networks
  19. Establishing Markov Equivalence in Cyclic Directed Graphs
  20. Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module
  21. Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence
  22. Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics Domains
  23. Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability
  24. Prediction Error Estimation in Random Forests
  25. TExplain: Explaining Learned Visual Features via Pre-trained (Frozen) Language Models
  26. Tempestas ex machina: A review of machine learning methods for wavefront control
  27. Deep learning in medical image registration: introduction and survey
  28. Contextual Biasing of Named-Entities with Large Language Models
  29. Learning Shared Safety Constraints from Multi-task Demonstrations
  30. Indexing Irises by Intrinsic Dimension
  31. Geometric Deep Learning: a Temperature Based Analysis of Graph Neural Networks
  32. AAN: Attributes-Aware Network for Temporal Action Detection
  33. Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning
  34. Randomized Polar Codes for Anytime Distributed Machine Learning
  35. Taken out of context: On measuring situational awareness in LLMs
  36. Fused Classification For Differential Face Morphing Detection
  37. ICDARTS: Improving the Stability and Performance of Cyclic DARTS
  38. Polynomial-Model-Based Optimization for Blackbox Objectives
  39. Local and adaptive mirror descents in extensive-form games
  40. RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion
  41. OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation
  42. Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following
  43. Bayesian deep learning for cosmic volumes with modified gravity
  44. CityDreamer: Compositional Generative Model of Unbounded 3D Cities
  45. Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair
  46. Time Series Analysis of Urban Liveability
  47. Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms
  48. Discrete Morphological Neural Networks
  49. PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer
  50. Laminar: A New Serverless Stream-based Framework with Semantic Code Search and Code Completion
  51. Geometry-Informed Neural Operator for Large-Scale 3D PDEs
  52. Consistency of Lloyd's Algorithm Under Perturbations
  53. Mechanism of feature learning in convolutional neural networks
  54. Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease
  55. Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery Data
  56. Concentrated Differential Privacy for Bandits
  57. Impact of Image Context for Single Deep Learning Face Morphing Attack Detection
  58. Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems
  59. Adaptive function approximation based on the Discrete Cosine Transform (DCT)
  60. Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering
  61. SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation
  62. Robust Online Learning over Networks
  63. A Machine Vision Method for Correction of Eccentric Error: Based on Adaptive Enhancement Algorithm
  64. Geometry and Local Recovery of Global Minima of Two-layer Neural Networks at Overparameterization
  65. Application of Deep Learning Methods in Monitoring and Optimization of Electric Power Systems
  66. Multi-stage Deep Learning Artifact Reduction for Pallel-beam Computed Tomography
  67. How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing?
  68. Geometry-aware Line Graph Transformer Pre-training for Molecular Property Prediction
  69. Learning-based NLOS Detection and Uncertainty Prediction of GNSS Observations with Transformer-Enhanced LSTM Network
  70. Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information
  71. General and Practical Tuning Method for Off-the-Shelf Graph-Based Index: SISAP Indexing Challenge Report by Team UTokyo
  72. An Improved Encoder-Decoder Framework for Food Energy Estimation
  73. A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection
  74. New metrics for analyzing continual learners
  75. dacl10k: Benchmark for Semantic Bridge Damage Segmentation
  76. Unsupervised bias discovery in medical image segmentation
  77. Improving the matching of deformable objects by learning to detect keypoints
  78. A Locality-based Neural Solver for Optical Motion Capture
  79. Learning Speech Representation From Contrastive Token-Acoustic Pretraining
  80. Declarative Reasoning on Explanations Using Constraint Logic Programming
  81. Area-norm COBRA on Conditional Survival Prediction
  82. Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond
  83. Selective Scene Text Removal
  84. Fine-grained Recognition with Learnable Semantic Data Augmentation
  85. Satisfiability Checking of Multi-Variable TPTL with Unilateral Intervals Is PSPACE-Complete
  86. Dense Voxel 3D Reconstruction Using a Monocular Event Camera
  87. BatchPrompt: Accomplish more with less
  88. Anomaly detection with semi-supervised classification based on risk estimators
  89. Long-Term Ad Memorability: Understanding & Generating Memorable Ads
  90. Scenario-based model predictive control of water reservoir systems
  91. On the Localization of Ultrasound Image Slices within Point Distribution Models
  92. When Do Discourse Markers Affect Computational Sentence Understanding?
  93. Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark
  94. FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
  95. Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
  96. Discrete Versus Continuous Algorithms in Dynamics of Affective Decision Making
  97. Explainable Active Learning for Preference Elicitation
  98. How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis
  99. Bespoke Nanoparticle Synthesis and Chemical Knowledge Discovery Via Autonomous Experimentations
  100. MuraNet: Multi-task Floor Plan Recognition with Relation Attention
All 144
  1. Towards Contrastive Learning in Music Video Domain
  2. Robust Point Cloud Processing through Positional Embedding
  3. Human trajectory prediction using LSTM with Attention mechanism
  4. Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients
  5. Mi-Go: Test Framework which uses YouTube as Data Source for Evaluating Speech Recognition Models like OpenAI's Whisper
  6. Multi-fidelity reduced-order surrogate modeling
  7. A Text-based Approach For Link Prediction on Wikipedia Articles
  8. ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction
  9. Insights Into the Nutritional Prevention of Macular Degeneration based on a Comparative Topic Modeling Approach
  10. Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture
  11. On the Aggregation of Rules for Knowledge Graph Completion
  12. Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties
  13. Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
  14. Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation Learning
  15. End-to-end Lidar-Driven Reinforcement Learning for Autonomous Racing
  16. Enhancing the vocal range of single-speaker singing voice synthesis with melody-unsupervised pre-training
  17. SparseSat-NeRF: Dense Depth Supervised Neural Radiance Fields for Sparse Satellite Images
  18. Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review
  19. Leveraging Learning Metrics for Improved Federated Learning
  20. SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks
  21. Why do universal adversarial attacks work on large language models?: Geometry might be the answer
  22. Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care
  23. Detecting Suicidality in Arabic Tweets Using Machine Learning and Deep Learning Techniques
  24. City electric power consumption forecasting based on big data & neural network under smart grid background
  25. NeuroSurgeon: A Toolkit for Subnetwork Analysis
  26. FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking
  27. ALJP: An Arabic Legal Judgment Prediction in Personal Status Cases Using Machine Learning Models
  28. Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
  29. Image Hijacks: Adversarial Images can Control Generative Models at Runtime
  30. Object-Centric Multiple Object Tracking
  31. JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy Learning
  32. What Makes Good Open-Vocabulary Detector: A Disassembling Perspective
  33. The FruitShell French synthesis system at the Blizzard 2023 Challenge
  34. Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation
  35. Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding
  36. Large Language Models for Semantic Monitoring of Corporate Disclosures: A Case Study on Korea's Top 50 KOSPI Companies
  37. Gap and Overlap Detection in Automated Fiber Placement
  38. Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
  39. Subjectivity in Unsupervised Machine Learning Model Selection
  40. Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches
  41. DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation
  42. Vision-aided nonlinear control framework for shake table tests
  43. Exploring the law of text geographic information
  44. Will sentiment analysis need subculture? A new data augmentation approach