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Neural Architecture Search

Papers archive 2025-07-28

archive papers tagged: 1,915 · with a code link: 859 · where Syntology ran a sample: 243 (204 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (243 of 1,915 tagged: 204 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument)

Page 14 of 20: papers 1,301 to 1,400 of 1,915, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Warm-starting DARTS using meta-learning
  12 May 2022 0 repositories listed
• A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus
  5 May 2022 0 repositories listed
• UnrealNAS: Can We Search Neural Architectures with Unreal Data?
  4 May 2022 0 repositories listed
• Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction
  3 May 2022 0 repositories listed
• Self-Programming Artificial Intelligence Using Code-Generating Language Models
  30 Apr 2022 0 repositories listed
• Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering
  29 Apr 2022 0 repositories listed
• MAPLE-Edge: A Runtime Latency Predictor for Edge Devices
  27 Apr 2022 0 repositories listed
• PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search
  27 Apr 2022 0 repositories listed
• Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
  25 Apr 2022 0 repositories listed
• PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution
  25 Apr 2022 0 repositories listed
• Towards Privacy-Preserving Neural Architecture Search
  22 Apr 2022 0 repositories listed
• HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images
  14 Apr 2022 0 repositories listed
• Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
  13 Apr 2022 0 repositories listed
• SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems
  10 Apr 2022 0 repositories listed
• Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs
  9 Apr 2022 0 repositories listed
• A Survey of Supernet Optimization and its Applications: Spatial and Temporal Optimization for Neural Architecture Search
  8 Apr 2022 0 repositories listed
• ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks
  7 Apr 2022 0 repositories listed
• Neural Architecture Search for Speech Emotion Recognition
  31 Mar 2022 0 repositories listed
• Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation
  30 Mar 2022 0 repositories listed
• AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement
  29 Mar 2022 0 repositories listed
• Robust and Energy-efficient PPG-based Heart-Rate Monitoring
  28 Mar 2022 0 repositories listed
• AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
  26 Mar 2022 0 repositories listed
• An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development
  25 Mar 2022 0 repositories listed
• EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition
  25 Mar 2022 0 repositories listed
• Meta-Learning of NAS for Few-shot Learning in Medical Image Applications
  16 Mar 2022 0 repositories listed
• Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond
  11 Mar 2022 0 repositories listed
• Multi-trial Neural Architecture Search with Lottery Tickets
  8 Mar 2022 0 repositories listed
• A³D: A Platform of Searching for Robust Neural Architectures and Efficient Adversarial Attacks
  7 Mar 2022 0 repositories listed
• Improving the Energy Efficiency and Robustness of tinyML Computer Vision using Log-Gradient Input Images
  4 Mar 2022 0 repositories listed
• WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor
  4 Mar 2022 0 repositories listed
• Fast Neural Architecture Search for Lightweight Dense Prediction Networks
  3 Mar 2022 0 repositories listed
• A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima
  1 Mar 2022 0 repositories listed
• Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring
  1 Mar 2022 0 repositories listed
• ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting
  27 Feb 2022 0 repositories listed
• A Hardware-Aware System for Accelerating Deep Neural Network Optimization
  25 Feb 2022 0 repositories listed
• Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms
  25 Feb 2022 0 repositories listed
• SUTD-PRCM Dataset and Neural Architecture Search Approach for Complex Metasurface Design
  24 Feb 2022 0 repositories listed
• Mixed-Block Neural Architecture Search for Medical Image Segmentation
  23 Feb 2022 0 repositories listed
• The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices
  23 Feb 2022 0 repositories listed
• Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
  23 Feb 2022 0 repositories listed
• DeepHybrid: Deep Learning on Automotive Radar Spectra and Reflections for Object Classification
  17 Feb 2022 0 repositories listed
• Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification
  17 Feb 2022 0 repositories listed
• Neural Architecture Search for Dense Prediction Tasks in Computer Vision
  15 Feb 2022 0 repositories listed
• Neural Architecture Search for Energy Efficient Always-on Audio Models
  9 Feb 2022 0 repositories listed
• Heed the Noise in Performance Evaluations in Neural Architecture Search
  4 Feb 2022 0 repositories listed
• AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  29 Jan 2022 0 repositories listed
• Self Semi Supervised Neural Architecture Search for Semantic Segmentation
  29 Jan 2022 0 repositories listed
• FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames
  25 Jan 2022 0 repositories listed
• Neural Architecture Searching for Facial Attributes-based Depression Recognition
  24 Jan 2022 0 repositories listed
• AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models
  21 Jan 2022 0 repositories listed
• A Deeper Look at Zero-Cost Proxies for Lightweight NAS
  17 Jan 2022 0 repositories listed
• Landscape of Neural Architecture Search across sensors: how much do they differ ?
  17 Jan 2022 0 repositories listed
• UDC: Unified DNAS for Compressible TinyML Models
  15 Jan 2022 0 repositories listed
• Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
  11 Jan 2022 0 repositories listed
• Neural Architecture Search for Inversion
  5 Jan 2022 0 repositories listed
• Distribution Consistent Neural Architecture Search
  1 Jan 2022 0 repositories listed
• Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search
  1 Jan 2022 0 repositories listed
• Searching the Deployable Convolution Neural Networks for GPUs
  1 Jan 2022 0 repositories listed
• Automatic Mixed-Precision Quantization Search of BERT
  30 Dec 2021 0 repositories listed
• Learn Layer-wise Connections in Graph Neural Networks
  27 Dec 2021 0 repositories listed
• SPIDER: Searching Personalized Neural Architecture for Federated Learning
  27 Dec 2021 0 repositories listed
• DARTS without a Validation Set: Optimizing the Marginal Likelihood
  24 Dec 2021 0 repositories listed
• Enabling NAS with Automated Super-Network Generation
  20 Dec 2021 0 repositories listed
• HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet
  20 Dec 2021 0 repositories listed
• M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search
  15 Dec 2021 0 repositories listed
• Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search
  9 Dec 2021 0 repositories listed
• Enhanced Exploration in Neural Feature Selection for Deep Click-Through Rate Prediction Models via Ensemble of Gating Layers
  7 Dec 2021 0 repositories listed
• RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition
  7 Dec 2021 0 repositories listed
• Exploring Complicated Search Spaces with Interleaving-Free Sampling
  5 Dec 2021 0 repositories listed
• Data-Free Neural Architecture Search via Recursive Label Calibration
  3 Dec 2021 0 repositories listed
• Graph Differentiable Architecture Search with Structure Learning
  1 Dec 2021 0 repositories listed
• Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search
  1 Dec 2021 0 repositories listed
• Memory-efficient Patch-based Inference for Tiny Deep Learning
  1 Dec 2021 0 repositories listed
• Progressive Feature Interaction Search for Deep Sparse Network
  1 Dec 2021 0 repositories listed
• TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework
  1 Dec 2021 0 repositories listed
• Training BatchNorm Only in Neural Architecture Search and Beyond
  1 Dec 2021 0 repositories listed
• Improving Differentiable Architecture Search with a Generative Model
  30 Nov 2021 0 repositories listed
• MAPLE: Microprocessor A Priori for Latency Estimation
  30 Nov 2021 0 repositories listed
• Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition
  29 Nov 2021 0 repositories listed
• BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule
  25 Nov 2021 0 repositories listed
• Anomaly-resistant Graph Neural Networks via Neural Architecture Search
  22 Nov 2021 0 repositories listed
• FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
  19 Nov 2021 0 repositories listed
• JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks
  16 Nov 2021 0 repositories listed
• ShrinkNAS : Single-Path One-Shot Operator Exploratory Training for Transformer with Dynamic Space Shrinking
  16 Nov 2021 0 repositories listed
• SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions
  16 Nov 2021 0 repositories listed
• A Multi-criteria Approach to Evolve Sparse Neural Architectures for Stock Market Forecasting
  15 Nov 2021 0 repositories listed
• Searching for TrioNet: Combining Convolution with Local and Global Self-Attention
  15 Nov 2021 0 repositories listed
• Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search
  15 Nov 2021 0 repositories listed
• Full-attention based Neural Architecture Search using Context Auto-regression
  13 Nov 2021 0 repositories listed
• Towards One Shot Search Space Poisoning in Neural Architecture Search
  13 Nov 2021 0 repositories listed
• An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing
  8 Nov 2021 0 repositories listed
• Approximate Neural Architecture Search via Operation Distribution Learning
  8 Nov 2021 0 repositories listed
• TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework
  6 Nov 2021 0 repositories listed
• AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family
  5 Nov 2021 0 repositories listed
• RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms
  4 Nov 2021 0 repositories listed
• Communication-Efficient Separable Neural Network for Distributed Inference on Edge Devices
  3 Nov 2021 0 repositories listed
• Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems
  2 Nov 2021 0 repositories listed
• AUTOSUMM: Automatic Model Creation for Text Summarization
  1 Nov 2021 0 repositories listed
• Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study
  1 Nov 2021 0 repositories listed
• A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick
  27 Oct 2021 0 repositories listed