Methods › General › Regularization › ALS

Adaptive Label Smoothing

ALS

81 papers tagged archive 2025-07-28

Introduced by Taehyeon Kim et al. in Efficient Model for Image Classification With Regularization Tricks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 81, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection
  15 Jul 2025 · 1 repository · arXiv:2507.11136
• Decoding Saccadic Eye Movements from Brain Signals Using an Endovascular Neural Interface
  9 Jun 2025 · 0 repositories · arXiv:2506.07481
• A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis
  2 Jun 2025 · 0 repositories · arXiv:2506.02076
• Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence
  29 May 2025 · 1 repository · arXiv:2505.23046
• FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals
  18 May 2025 · 0 repositories · arXiv:2505.18183
• APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds
  15 May 2025 · 1 repository · arXiv:2505.09971
• Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms
  19 Apr 2025 · 0 repositories · arXiv:2504.14337
• Semantic segmentation of forest stands using deep learning
  3 Apr 2025 · 0 repositories · arXiv:2504.02471
• Tensor-based Model Reduction and Identification for Generalized Memory Polynomial
  28 Feb 2025 · 0 repositories · arXiv:2503.00090
• Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks
  27 Feb 2025 · 0 repositories · arXiv:2503.01892
• ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change Detection
  23 Jan 2025 · 1 repository · arXiv:2501.14004
• Advancing ALS Applications with Large-Scale Pre-training: Dataset Development and Downstream Assessment
  9 Jan 2025 · 1 repository · arXiv:2501.05095
• Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models
  9 Jan 2025 · 0 repositories · arXiv:2501.04946
• Multi-modal classification of forest biodiversity potential from 2D orthophotos and 3D airborne laser scanning point clouds
  3 Jan 2025 · 0 repositories · arXiv:2501.01728
• Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
  6 Dec 2024 · 0 repositories · arXiv:2412.05203
• Unsupervised semantic segmentation of urban high-density multispectral point clouds
  24 Oct 2024 · 0 repositories · arXiv:2410.18520
• Adaptive Label Smoothing for Out-of-Distribution Detection
  8 Oct 2024 · 0 repositories · arXiv:2410.06134
• Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization
  23 Sep 2024 · 2 repositories · arXiv:2409.15568
• OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach
  22 Aug 2024 · 0 repositories · arXiv:2408.12304
• ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion
  18 Aug 2024 · 1 repository · arXiv:2408.09527
• Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis
  19 Jul 2024 · 0 repositories · arXiv:2407.14191
• Machine Learning for ALSFRS-R Score Prediction: Making Sense of the Sensor Data
  10 Jul 2024 · 0 repositories · arXiv:2407.08003
• Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer
  26 Jun 2024 · 1 repository · arXiv:2406.18625
• FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse Landscapes
  7 May 2024 · 2 repositories · arXiv:2405.04634
• Towards Accurate Lip-to-Speech Synthesis in-the-Wild
  2 Mar 2024 · 0 repositories · arXiv:2403.01087
• Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel
  13 Feb 2024 · 0 repositories · arXiv:2402.08412
• Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion
  21 Dec 2023 · 0 repositories · arXiv:2312.14327
• Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification
  6 Nov 2023 · 0 repositories · arXiv:2311.03194
• Channel Estimation for Reconfigurable Intelligent Surface MIMO with Tensor Signal Modelling
  1 Nov 2023 · 0 repositories · arXiv:2311.00876
• Estimation of forest height and biomass from open-access multi-sensor satellite imagery and GEDI Lidar data: high-resolution maps of metropolitan France
  23 Oct 2023 · 0 repositories · arXiv:2310.14662

Tasks archive 2025-07-28

20 shown of 89 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections