mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 18 Dec 2022

76 papers

  1. Speed up the inference of diffusion models via shortcut MCMC samplingDiffusion models → Diffusion foundations and sampling
  2. Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelLLM reasoning → Knowledge- and tool-augmented reasoning
  3. Continual Knowledge Distillation for Neural Machine TranslationKnowledge distillation → Knowledge distillation for LLMs
  4. Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion ScaleLLM reasoning → Reasoning benchmarks and evaluation
  5. Chatbots in a Botnet World
  6. Internal Diverse Image Completion
  7. Faithful Heteroscedastic Regression with Neural Networks
  8. Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems
  9. Support Vector Regression: Risk Quadrangle Framework
  10. Predicting Citi Bike Demand Evolution Using Dynamic Graphs
  11. Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data
  12. On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning
  13. Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis
  14. Estimating the Adversarial Robustness of Attributions in Text with Transformers
  15. Empirical Analysis of AI-based Energy Management in Electric Vehicles: A Case Study on Reinforcement Learning
  16. Performance Analysis of YOLO-based Architectures for Vehicle Detection from Traffic Images in Bangladesh
  17. Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
  18. JEMMA: An Extensible Java Dataset for ML4Code Applications
  19. SUCRe: Leveraging Scene Structure for Underwater Color Restoration
  20. Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing
  21. CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion
  22. A Permutation-Free Kernel Independence Test
  23. A Framework for Generalizing Critical Heat Flux Detection Models Using Unsupervised Image-to-Image Translation
  24. LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning
  25. Face Generation and Editing with StyleGAN: A Survey
  26. SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images
  27. Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN
  28. LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing
  29. PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism
  30. Influence-Based Mini-Batching for Graph Neural Networks
  31. On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization
  32. Riemannian Optimization for Variance Estimation in Linear Mixed Models
  33. Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons
  34. Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling
  35. Let's Negotiate! A Survey of Negotiation Dialogue Systems
  36. Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications
  37. Masked Wavelet Representation for Compact Neural Radiance Fields
  38. Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
  39. Fine-Tuning Is All You Need to Mitigate Backdoor Attacks
  40. Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
  41. BEATs: Audio Pre-Training with Acoustic Tokenizers
  42. Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion
  43. A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction
  44. Task Preferences across Languages on Community Question Answering Platforms
  45. Text2Struct: A Machine Learning Pipeline for Mining Structured Data from Text
  46. Gait Recognition Using 3-D Human Body Shape Inference
  47. The Underlying Correlated Dynamics in Neural Training
  48. Automated Optical Inspection of FAST's Reflector Surface using Drones and Computer Vision
  49. Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted Attacks
  50. Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs
  51. Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents
  52. AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis
  53. Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting
  54. Neural Coreference Resolution based on Reinforcement Learning
  55. 2D Pose Estimation based Child Action Recognition
  56. MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction
  57. Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
  58. GAN-based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions
  59. Graph Neural Network based Child Activity Recognition
  60. Risk-Sensitive Reinforcement Learning with Exponential Criteria
  61. Hidden State Approximation in Recurrent Neural Networks Using Continuous Particle Filtering
  62. A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
  63. Confidence-aware Training of Smoothed Classifiers for Certified Robustness
  64. Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help?
  65. Multi-Instance Partial-Label Learning: Towards Exploiting Dual Inexact Supervision
  66. Smart Face Shield: A Sensor-Based Wearable Face Shield Utilizing Computer Vision Algorithms
  67. Impact of Sentiment Analysis in Fake Review Detection
  68. PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment
  69. Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification
  70. Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics
  71. A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset
  72. Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?
  73. Efficient Image Captioning for Edge Devices
  74. Adaptive deep learning framework for robust unsupervised underwater image enhancement
  75. A Layered Architecture for Universal Causality
  76. Language model acceptability judgements are not always robust to context