mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 27 Mar 2022

82 papers

  1. Single-Stream Multi-Level Alignment for Vision-Language PretrainingMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  2. Diagonal State Spaces are as Effective as Structured State SpacesState-space sequence models (S4, Mamba) → Core SSM architectures for language
  3. Design and Development of Rule-based open-domain Question-Answering System on SQuAD v2.0 Dataset
  4. Improving The Diagnosis of Thyroid Cancer by Machine Learning and Clinical Data
  5. Exploring Body Texture from mmW Images for Person Recognition
  6. A Dataset for Speech Emotion Recognition in Greek Theatrical Plays
  7. Error Correction Code Transformer
  8. Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge
  9. Mugs: A Multi-Granular Self-Supervised Learning Framework
  10. iPLAN: Interactive and Procedural Layout Planning
  11. Abstract argumentation and answer set programming: two faces of Nelson's logic
  12. UV Volumes for Real-time Rendering of Editable Free-view Human Performance
  13. Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
  14. Predicting Solar Energetic Particles Using SDO/HMI Vector Magnetic Data Products and a Bidirectional LSTM Network
  15. Towards physiology-informed data augmentation for EEG-based BCIs
  16. Towards Domain Generalization in Object Detection
  17. Velocity continuation with Fourier neural operators for accelerated uncertainty quantification
  18. Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
  19. Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
  20. Algorithmic support of a personal virtual assistant for automating the processing of client requests
  21. MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering
  22. CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning
  23. Thin-Plate Spline Motion Model for Image Animation
  24. piRank: A Probabilistic Intent Based Ranking Framework for Facebook Search
  25. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
  26. Physics Guided Deep Learning for Generative Design of Crystal Materials with Symmetry Constraints
  27. Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection
  28. MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation
  29. Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks
  30. LibMTL: A Python Library for Multi-Task Learning
  31. Deep Hierarchical Semantic Segmentation
  32. Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning
  33. SuperMVS: Non-Uniform Cost Volume For High-Resolution Multi-View Stereo
  34. On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks
  35. Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation
  36. PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition
  37. Blind Source Separation for Mixture of Sinusoids with Near-Linear Computational Complexity
  38. MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization
  39. Adaptive Frequency Learning in Two-branch Face Forgery Detection
  40. Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers
  41. DeepDPM: Deep Clustering With an Unknown Number of Clusters
  42. Temporal Transductive Inference for Few-Shot Video Object Segmentation
  43. CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search
  44. Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework
  45. Benchmarking Algorithms for Automatic License Plate Recognition
  46. Learning Graph Regularisation for Guided Super-Resolution
  47. Video Polyp Segmentation: A Deep Learning Perspective
  48. Example-based Hypernetworks for Out-of-Distribution Generalization
  49. Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM
  50. Discovering Human-Object Interaction Concepts via Self-Compositional Learning
  51. Optimizing Airborne Wind Energy with Reinforcement Learning
  52. bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments
  53. A Survey on Aspect-Based Sentiment Classification
  54. A Unified Study of Machine Learning Explanation Evaluation Metrics
  55. A General Survey on Attention Mechanisms in Deep Learning
  56. Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs with Language Structures via Dependency Relationships
  57. Image quality assessment for machine learning tasks using meta-reinforcement learning
  58. BARCOR: Towards A Unified Framework for Conversational Recommendation Systems
  59. End-to-End Active Speaker Detection
  60. Audio-Adaptive Activity Recognition Across Video Domains
  61. Causality Inspired Representation Learning for Domain Generalization
  62. OneLabeler: A Flexible System for Building Data Labeling Tools
  63. Identifying Peer Influence in Therapeutic Communities Adjusting for Latent Homophily
  64. Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition
  65. How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?
  66. Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
  67. Knowledge Mining with Scene Text for Fine-Grained Recognition
  68. DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation
  69. Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking
  70. Text Adversarial Purification as Defense against Adversarial Attacks
  71. Denoising Likelihood Score Matching for Conditional Score-based Data Generation
  72. Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison
  73. A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning
  74. Long-Tailed Recognition via Weight Balancing
  75. HINT: Hierarchical Neuron Concept Explainer
  76. How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
  77. Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
  78. Deep Polarimetric HDR Reconstruction
  79. mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations
  80. Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization
  81. RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution
  82. Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices