mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 16 Sep 2023

104 papers

  1. Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHFLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  2. Rethinking STS and NLI in Large Language ModelsLLM reasoning → Reasoning benchmarks and evaluation
  3. UNIDEAL: Curriculum Knowledge Distillation Federated LearningKnowledge distillation → Federated, robust and private distillation
  4. A Novel Neural-symbolic System under Statistical Relational LearningLLM reasoning → Reasoning benchmarks and evaluation
  5. In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalMultimodal LLMs / vision-language models → Video understanding with MLLMs
  6. DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  7. CDDM: Channel Denoising Diffusion Models for Wireless Semantic CommunicationsDiffusion models → Diffusion for compression and wireless
  8. Rethinking Learning Rate Tuning in the Era of Large Language ModelsLLM reasoning → Test-time compute and efficient thinking
  9. Learning a Stable Dynamic System with a Lyapunov Energy Function for Demonstratives Using Neural NetworksOffline RL and imitation learning from data → Robot learning from demonstration
  10. Extracting Interpretable Local and Global Representations from Attention on Time Series
  11. Cognitive modeling and learning with sparse binary hypervectors
  12. DEUX: Active Exploration for Learning Unsupervised Depth Perception
  13. Examining the Influence of Varied Levels of Domain Knowledge Base Inclusion in GPT-based Intelligent Tutors
  14. PrNet: A Neural Network for Correcting Pseudoranges to Improve Positioning with Android Raw GNSS Measurements
  15. Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset
  16. EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
  17. Improving Speech Recognition for African American English With Audio Classification
  18. Reducing sequential change detection to sequential estimation
  19. Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback
  20. The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated
  21. FrameRS: A Video Frame Compression Model Composed by Self supervised Video Frame Reconstructor and Key Frame Selector
  22. Multi-camera Bird's Eye View Perception for Autonomous Driving
  23. Unsupervised Green Object Tracker (GOT) without Offline Pre-training
  24. Test-Time Compensated Representation Learning for Extreme Traffic Forecasting
  25. Enhancing personalised thermal comfort models with Active Learning for improved HVAC controls
  26. RMDM: A Multilabel Fakenews Dataset for Vietnamese Evidence Verification
  27. NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models
  28. Constructing a Knowledge Graph for Vietnamese Legal Cases with Heterogeneous Graphs
  29. Recovering Missing Node Features with Local Structure-based Embeddings
  30. MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
  31. Sub-action Prototype Learning for Point-level Weakly-supervised Temporal Action Localization
  32. GenDOM: Generalizable One-shot Deformable Object Manipulation with Parameter-Aware Policy
  33. Generative AI-Driven Storytelling: A New Era for Marketing
  34. Temporal Smoothness Regularisers for Neural Link Predictors
  35. Study of Enhanced MISC-Based Sparse Arrays with High uDOFs and Low Mutual Coupling
  36. Forward Invariance in Neural Network Controlled Systems
  37. Microscale 3-D Capacitance Tomography with a CMOS Sensor Array
  38. A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis
  39. Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors
  40. Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedule
  41. gym-saturation: Gymnasium environments for saturation provers (System description)
  42. RingMo-lite: A Remote Sensing Multi-task Lightweight Network with CNN-Transformer Hybrid Framework
  43. Earth Virtualization Engines -- A Technical Perspective
  44. Context-aware Adversarial Attack on Named Entity Recognition
  45. OmniLRS: A Photorealistic Simulator for Lunar Robotics
  46. RMP: A Random Mask Pretrain Framework for Motion Prediction
  47. Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
  48. Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  49. Data-driven Reachability using Christoffel Functions and Conformal Prediction
  50. Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection
  51. Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference
  52. FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization
  53. Multiagent Reinforcement Learning with an Attention Mechanism for Improving Energy Efficiency in LoRa Networks
  54. Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation
  55. Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
  56. ODSum: New Benchmarks for Open Domain Multi-Document Summarization
  57. Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca
  58. ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images
  59. IntelliBeeHive: An Automated Honey Bee, Pollen, and Varroa Destructor Monitoring System
  60. Robust Backdoor Attacks on Object Detection in Real World
  61. Cross-Lingual Knowledge Editing in Large Language Models
  62. Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals
  63. Staged Contact-Aware Global Human Motion Forecasting
  64. Reducing Memory Requirements for the IPU using Butterfly Factorizations
  65. Inverse classification with logistic and softmax classifiers: efficient optimization
  66. Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning
  67. Contextual Label Projection for Cross-Lingual Structured Prediction
  68. AffordPose: A Large-scale Dataset of Hand-Object Interactions with Affordance-driven Hand Pose
  69. An Unified Search and Recommendation Foundation Model for Cold-Start Scenario
  70. Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection
  71. Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding
  72. DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance Fields
  73. Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs
  74. Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models
  75. Pixel Adapter: A Graph-Based Post-Processing Approach for Scene Text Image Super-Resolution
  76. Exploration of TPUs for AI Applications
  77. BG-GAN: Generative AI Enable Representing Brain Structure-Function Connections for Alzheimer's Disease
  78. A Statistical Turing Test for Generative Models
  79. Delving into Multimodal Prompting for Fine-grained Visual Classification
  80. Efficient Methods for Non-stationary Online Learning
  81. Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models
  82. V2CE: Video to Continuous Events Simulator
  83. GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels
  84. Robust Online Covariance and Sparse Precision Estimation Under Arbitrary Data Corruption
  85. Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration With Provable Guarantees
  86. ChatGPT-4 with Code Interpreter can be used to solve introductory college-level vector calculus and electromagnetism problems
  87. Data-Driven H-infinity Control with a Real-Time and Efficient Reinforcement Learning Algorithm: An Application to Autonomous Mobility-on-Demand Systems
  88. Semantic Information Extraction for Text Data with Probability Graph
  89. X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs
  90. PDFTriage: Question Answering over Long, Structured Documents
  91. MHLAT: Multi-hop Label-wise Attention Model for Automatic ICD Coding
  92. Trajectory Tracking Control of Skid-Steering Mobile Robots with Slip and Skid Compensation using Sliding-Mode Control and Deep Learning
  93. Enhancing Visual Perception in Novel Environments via Incremental Data Augmentation Based on Style Transfer
  94. Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis Using U.S. College Subreddit Data from 2019 to 2022
  95. Emerging Approaches for THz Array Imaging: A Tutorial Review and Software Tool
  96. MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
  97. AOSR-Net: All-in-One Sandstorm Removal Network
  98. Bias and Fairness in Chatbots: An Overview
  99. Intelligent machines work in unstructured environments by differential neuromorphic computing
  100. SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window
All 104
  1. S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs
  2. Dual-Camera Joint Deblurring-Denoising
  3. Distributionally Robust Post-hoc Classifiers under Prior Shifts
  4. GPT as a Baseline for Recommendation Explanation Texts