mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 7 Jul 2024

128 papers

  1. Replication in Visual Diffusion Models: A Survey and OutlookDiffusion models → Diffusion foundations and sampling
  2. Discounted Pseudocosts in MILPDeep reinforcement learning methods → RL theory and sample complexity
  3. How Effective are State Space Models for Machine Translation?State-space sequence models (S4, Mamba) → Core SSM architectures for language
  4. Just read twice: closing the recall gap for recurrent language modelsState-space sequence models (S4, Mamba) → Core SSM architectures for language
  5. Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System ResponsesSynthetic data and self-improvement for LLMs → Self-improving MLLMs and synthetic data
  6. LTLBench: Towards Benchmarks for Evaluating Temporal Reasoning in Large Language ModelsLLM reasoning → Knowledge- and tool-augmented reasoning
  7. BiRoDiff: Diffusion policies for bipedal robot locomotion on unseen terrainsDiffusion models → Diffusion and flow policies for robotics
  8. Multimodal Language Models for Domain-Specific Procedural Video SummarizationMultimodal LLMs / vision-language models → Video understanding with MLLMs
  9. Assessing Code Generation with Intermediate LanguagesLLM reasoning → Reasoning for agents, planning and code
  10. IL-TUR: Benchmark for Indian Legal Text Understanding and ReasoningLLM reasoning → Reasoning for agents, planning and code
  11. Image-Conditional Diffusion Transformer for Underwater Image EnhancementDiffusion models → Inverse problems and image restoration
  12. VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation ToolLLM reasoning → Multimodal reasoning +1
  13. Exploring Phrase-Level Grounding with Text-to-Image Diffusion ModelDiffusion models → Medical imaging and segmentation
  14. Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  15. Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion ModelsDiffusion models → Medical imaging and segmentation
  16. Leveraging Topological Guidance for Improved Knowledge DistillationKnowledge distillation → Detection and dense prediction distillation
  17. Topological Persistence Guided Knowledge Distillation for Wearable Sensor DataKnowledge distillation → Distillation for medical imaging
  18. An Improved Method for Personalizing Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  19. MINDECHO: Role-Playing Language Agents for Key Opinion LeadersLLM agents and tool use → Social simulation and multi-agent debate
  20. Mamba Hawkes ProcessState-space sequence models (S4, Mamba) → Time series forecasting with SSMs
  21. WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work TasksLLM reasoning → Reasoning for agents, planning and code
  22. DM-MIMO: Diffusion Models for Robust Semantic Communications over MIMO ChannelsDiffusion models → Diffusion for compression and wireless
  23. Multi-scale Conditional Generative Modeling for Microscopic Image RestorationDiffusion models → Inverse problems and image restoration
  24. Quantum Dynamics of Machine Learning
  25. Survey on biomarkers in human vocalizations
  26. Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
  27. Morse Code-Enabled Speech Recognition for Individuals with Visual and Hearing Impairments
  28. A Review of AI and Machine Learning Contribution in Predictive Business Process Management (Process Enhancement and Process Improvement Approaches)
  29. Detecting new obfuscated malware variants: A lightweight and interpretable machine learning approach
  30. Auditing of AI: Legal, Ethical and Technical Approaches
  31. The US Algorithmic Accountability Act of 2022 vs. The EU Artificial Intelligence Act: What can they learn from each other?
  32. AI and Social Theory
  33. Predicting Word Similarity in Context with Referential Translation Machines
  34. Accelerating MRI Uncertainty Estimation with Mask-based Bayesian Neural Network
  35. A Theory of Machine Learning
  36. Addressing single object tracking in satellite imagery through prompt-engineered solutions
  37. Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
  38. Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization
  39. SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution
  40. Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation
  41. Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
  42. Prospective Messaging: Learning in Networks with Communication Delays
  43. Multi-level Reliability Interface for Semantic Communications over Wireless Networks
  44. Learning to Price Homogeneous Data
  45. Biomedical Nested NER with Large Language Model and UMLS Heuristics
  46. Smart Camera Parking System With Auto Parking Spot Detection
  47. The infrastructure powering IBM's Gen AI model development
  48. Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality
  49. Experiments with truth using Machine Learning: Spectral analysis and explainable classification of synthetic, false, and genuine information
  50. Training Task Experts through Retrieval Based Distillation
  51. CAV-AD: A Robust Framework for Detection of Anomalous Data and Malicious Sensors in CAV Networks
  52. A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
  53. Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images
  54. SmurfCat at PAN 2024 TextDetox: Alignment of Multilingual Transformers for Text Detoxification
  55. Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness
  56. Language Representations Can be What Recommenders Need: Findings and Potentials
  57. Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification
  58. Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation
  59. Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation
  60. EMBANet: A Flexible Efffcient Multi-branch Attention Network
  61. See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
  62. Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
  63. DIVESPOT: Depth Integrated Volume Estimation of Pile of Things Based on Point Cloud
  64. SBoRA: Low-Rank Adaptation with Regional Weight Updates
  65. FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks
  66. Synthetic Test Data Generation Using Recurrent Neural Networks: A Position Paper
  67. CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens
  68. iSign: A Benchmark for Indian Sign Language Processing
  69. A Fair Post-Processing Method based on the MADD Metric for Predictive Student Models
  70. Evolutionary Trigger Detection and Lightweight Model Repair Based Backdoor Defense
  71. Forest2Seq: Revitalizing Order Prior for Sequential Indoor Scene Synthesis
  72. Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis
  73. Learning Motion Blur Robust Vision Transformers for Real-Time UAV Tracking
  74. Rethinking Unsupervised Outlier Detection via Multiple Thresholding
  75. AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency
  76. Collective Innovation in Groups of Large Language Models
  77. Online Drift Detection with Maximum Concept Discrepancy
  78. Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition
  79. Imbalanced Semi-Supervised Learning via Label Refinement and Threshold Adjustment
  80. Music Era Recognition Using Supervised Contrastive Learning and Artist Information
  81. ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models
  82. PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
  83. Multi-branch Collaborative Learning Network for 3D Visual Grounding
  84. Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation
  85. CPM: Class-conditional Prompting Machine for Audio-visual Segmentation
  86. On the power of data augmentation for head pose estimation
  87. The Switch, the Ladder, and the Matrix: Models for Classifying AI Systems
  88. Interpreting the Residual Stream of ResNet18
  89. Challenges and Best Practices in Corporate AI Governance:Lessons from the Biopharmaceutical Industry
  90. A Blueprint for Auditing Generative AI
  91. Artificial intelligence, rationalization, and the limits of control in the public sector: the case of tax policy optimization
  92. Generating multi-scale NMC particles with radial grain architectures using spatial stochastics and GANs
  93. Fast Proxy Experiment Design for Causal Effect Identification
  94. Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty?
  95. PICA: Physics-Integrated Clothed Avatar
  96. KAE: A Property-based Method for Knowledge Graph Alignment and Extension
  97. Rethinking Targeted Adversarial Attacks For Neural Machine Translation
  98. MMAD: Multi-label Micro-Action Detection in Videos
  99. Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
  100. Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
All 128
  1. Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
  2. SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning
  3. UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
  4. A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution
  5. HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter
  6. Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions
  7. Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients
  8. DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery
  9. CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs
  10. FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems
  11. Disciplined Geodesically Convex Programming
  12. OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks
  13. Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image
  14. Estimation of the Area and Precipitation Associated with a Tropical Cyclone Biparjoy by using Image Processing
  15. GaussReg: Fast 3D Registration with Gaussian Splatting
  16. CLIMB: A Benchmark of Clinical Bias in Large Language Models
  17. Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation
  18. Deep Online Probability Aggregation Clustering
  19. Some Issues in Predictive Ethics Modeling: An Annotated Contrast Set of "Moral Stories"
  20. P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds
  21. Privacy of the last iterate in cyclically-sampled DP-SGD on nonconvex composite losses
  22. Tracking Reflected Objects: A Benchmark
  23. Advancing Prompt Recovery in NLP: A Deep Dive into the Integration of Gemma-2b-it and Phi2 Models
  24. PAPM: A Physics-aware Proxy Model for Process Systems
  25. HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
  26. On the importance of learning non-local dynamics for stable data-driven climate modeling: A 1D gravity wave-QBO testbed
  27. Flood of Techniques and Drought of Theories: Emotion Mining in Disasters
  28. Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course