mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 31 Dec 2023

96 papers

  1. TrailBlazer: Trajectory Control for Diffusion-Based Video GenerationDiffusion models → Video generation
  2. Fairness in Serving Large Language ModelsEfficient LLM inference and serving → Serving systems and request scheduling
  3. Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled SetsSynthetic data and self-improvement for LLMs → Self-training for few-shot NLP
  4. Effect of Optimizer, Initializer, and Architecture of Hypernetworks on Continual Learning from DemonstrationOffline RL and imitation learning from data → Robot learning from demonstration
  5. Compressing Deep Image Super-resolution ModelsKnowledge distillation → General knowledge distillation methods
  6. Diff-PCR: Diffusion-Based Correspondence Searching in Doubly Stochastic Matrix Space for Point Cloud RegistrationDiffusion models → 3D, point cloud and scene generation
  7. keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLMLLM reasoning → Knowledge- and tool-augmented reasoning
  8. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsRetrieval-augmented generation → Hallucination detection in RAG
  9. SAFE-SIM: Safety-Critical Closed-Loop Traffic Simulation with Diffusion-Controllable AdversariesDiffusion models → Diffusion and flow policies for robotics
  10. Mathematical Explanations
  11. RTHDet: Rotate Table Area and Head Detection in images
  12. AR-GAN: Generative Adversarial Network-Based Defense Method Against Adversarial Attacks on the Traffic Sign Classification System of Autonomous Vehicles
  13. Application of Machine Learning in Stock Market Forecasting: A Case Study of Disney Stock
  14. Generation Z's Ability to Discriminate Between AI-generated and Human-Authored Text on Discord
  15. Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
  16. Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance
  17. Learning from a Generative AI Predecessor -- The Many Motivations for Interacting with Conversational Agents
  18. Does Few-shot Learning Suffer from Backdoor Attacks?
  19. WoodScape Motion Segmentation for Autonomous Driving -- CVPR 2023 OmniCV Workshop Challenge
  20. Taming Mode Collapse in Score Distillation for Text-to-3D Generation
  21. DocLLM: A layout-aware generative language model for multimodal document understanding
  22. LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Models
  23. Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay Prediction
  24. Video-GroundingDINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
  25. Detecting the presence of sperm whales echolocation clicks in noisy environments
  26. Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
  27. Balanced Multi-modal Federated Learning via Cross-Modal Infiltration
  28. Social-LLM: Modeling User Behavior at Scale using Language Models and Social Network Data
  29. A Compact Representation for Bayesian Neural Networks By Removing Permutation Symmetry
  30. A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots
  31. Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs
  32. SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
  33. Sub-sampling of NMR Correlation and Exchange Experiments
  34. State of What Art? A Call for Multi-Prompt LLM Evaluation
  35. Simplicity bias, algorithmic probability, and the random logistic map
  36. Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction
  37. Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
  38. An Analysis of Embedding Layers and Similarity Scores using Siamese Neural Networks
  39. Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing
  40. KernelGPT: Enhanced Kernel Fuzzing via Large Language Models
  41. A Generalist FaceX via Learning Unified Facial Representation
  42. On Learning for Ambiguous Chance Constrained Problems
  43. AllSpark: A Multimodal Spatio-Temporal General Intelligence Model with Ten Modalities via Language as a Reference Framework
  44. A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models
  45. A Multi-Task, Multi-Modal Approach for Predicting Categorical and Dimensional Emotions
  46. Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach
  47. On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes
  48. GraphGPT: Generative Pre-trained Graph Eulerian Transformer
  49. Pack and Measure: An Effective Approach for Influence Propagation in Social Networks
  50. Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data
  51. HSC-GPT: A Large Language Model for Human Settlements Construction
  52. Viz: A QLoRA-based Copyright Marketplace for Legally Compliant Generative AI
  53. Generating High-Precision Force Fields for Molecular Dynamics Simulations to Study Chemical Reaction Mechanisms using Molecular Configuration Transformer
  54. SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
  55. Kernel Density Estimation for Multiclass Quantification
  56. Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches
  57. Online Symbolic Music Alignment with Offline Reinforcement Learning
  58. Analyzing Local Representations of Self-supervised Vision Transformers
  59. RainSD: Rain Style Diversification Module for Image Synthesis Enhancement using Feature-Level Style Distribution
  60. Double-well Net for Image Segmentation
  61. Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
  62. Energy-Efficient Power Control for Multiple-Task Split Inference in UAVs: A Tiny Learning-Based Approach
  63. Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach
  64. A Comprehensive Overview of Fish-Eye Camera Distortion Correction Methods
  65. TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting
  66. SFGANS Self-supervised Future Generator for human ActioN Segmentation
  67. BatchEval: Towards Human-like Text Evaluation
  68. Bidirectional Trained Tree-Structured Decoder for Handwritten Mathematical Expression Recognition
  69. GeoGalactica: A Scientific Large Language Model in Geoscience
  70. Wild2Avatar: Rendering Humans Behind Occlusions
  71. Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
  72. Training toward significance with the decorrelated event classifier transformer neural network
  73. SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection
  74. MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting
  75. Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect
  76. From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion
  77. SynCDR : Training Cross Domain Retrieval Models with Synthetic Data
  78. SVFAP: Self-supervised Video Facial Affect Perceiver
  79. Is It Possible to Backdoor Face Forgery Detection with Natural Triggers?
  80. Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training
  81. A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction Recognition
  82. Low-cost Geometry-based Eye Gaze Detection using Facial Landmarks Generated through Deep Learning
  83. Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects
  84. Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection
  85. Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect Detection
  86. Horizontal Federated Computer Vision
  87. FusionMind -- Improving question and answering with external context fusion
  88. Predicting Evoked Emotions in Conversations
  89. DREAM: Debugging and Repairing AutoML Pipelines
  90. EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling
  91. Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval
  92. UGPNet: Universal Generative Prior for Image Restoration
  93. Improving Text Embeddings with Large Language Models
  94. Argumentation in Waltz's "Emerging Structure of International Politics''
  95. HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes
  96. Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise