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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 12 of 20: papers 1,101 to 1,200 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.

• 3-Dimensional residual neural architecture search for ultrasonic defect detection
  3 Nov 2023 0 repositories listed
• Farthest Greedy Path Sampling for Two-shot Recommender Search
  31 Oct 2023 0 repositories listed
• MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers
  27 Oct 2023 0 repositories listed
• An Approach for Efficient Neural Architecture Search Space Definition
  25 Oct 2023 0 repositories listed
• Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search
  23 Oct 2023 0 repositories listed
• MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency
  23 Oct 2023 0 repositories listed
• Fairer and More Accurate Tabular Models Through NAS
  18 Oct 2023 0 repositories listed
• ASP: Automatic Selection of Proxy dataset for efficient AutoML
  17 Oct 2023 0 repositories listed
• Entropic Score metric: Decoupling Topology and Size in Training-free NAS
  6 Oct 2023 0 repositories listed
• Brain development dictates energy constraints on neural architecture search: cross-disciplinary insights on optimization strategies
  3 Oct 2023 0 repositories listed
• Graph Neural Architecture Search with GPT-4
  30 Sep 2023 0 repositories listed
• DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks
  26 Sep 2023 0 repositories listed
• ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks
  26 Sep 2023 0 repositories listed
• NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields
  25 Sep 2023 0 repositories listed
• Grassroots Operator Search for Model Edge Adaptation
  20 Sep 2023 0 repositories listed
• iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models
  14 Sep 2023 0 repositories listed
• DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation
  7 Sep 2023 0 repositories listed
• InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning
  29 Aug 2023 0 repositories listed
• A Benchmark Study on Calibration
  23 Aug 2023 0 repositories listed
• HNAS-reg: hierarchical neural architecture search for deformable medical image registration
  23 Aug 2023 0 repositories listed
• EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning
  19 Aug 2023 0 repositories listed
• ResBuilder: Automated Learning of Depth with Residual Structures
  16 Aug 2023 0 repositories listed
• Asynchronous Evolution of Deep Neural Network Architectures
  8 Aug 2023 0 repositories listed
• Efficient Model Adaptation for Continual Learning at the Edge
  3 Aug 2023 0 repositories listed
• YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems
  26 Jul 2023 0 repositories listed
• FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction
  21 Jul 2023 0 repositories listed
• A Survey on Multi-Objective Neural Architecture Search
  18 Jul 2023 0 repositories listed
• A Survey of Techniques for Optimizing Transformer Inference
  16 Jul 2023 0 repositories listed
• MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment
  16 Jul 2023 0 repositories listed
• Search-time Efficient Device Constraints-Aware Neural Architecture Search
  10 Jul 2023 0 repositories listed
• Carbon-Efficient Neural Architecture Search
  9 Jul 2023 0 repositories listed
• LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search
  6 Jul 2023 0 repositories listed
• Dynamical Isometry based Rigorous Fair Neural Architecture Search
  5 Jul 2023 0 repositories listed
• Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search
  3 Jul 2023 0 repositories listed
• DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs
  27 Jun 2023 0 repositories listed
• Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
  26 Jun 2023 0 repositories listed
• Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection
  15 Jun 2023 0 repositories listed
• Flexible Channel Dimensions for Differentiable Architecture Search
  13 Jun 2023 0 repositories listed
• Differentiable Multi-Fidelity Fusion: Efficient Learning of Physics Simulations with Neural Architecture Search and Transfer Learning
  12 Jun 2023 0 repositories listed
• Small Temperature is All You Need for Differentiable Architecture Search
  12 Jun 2023 0 repositories listed
• Happy People -- Image Synthesis as Black-Box Optimization Problem in the Discrete Latent Space of Deep Generative Models
  11 Jun 2023 0 repositories listed
• Neural Architecture Design and Robustness: A Dataset
  11 Jun 2023 0 repositories listed
• End-to-End Neural Network Compression via ℓ₁/ℓ₂ Regularized Latency Surrogates
  9 Jun 2023 0 repositories listed
• AutoML Systems For Medical Imaging
  7 Jun 2023 0 repositories listed
• Deep Learning with Partially Labeled Data for Radio Map Reconstruction
  7 Jun 2023 0 repositories listed
• Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
  4 Jun 2023 0 repositories listed
• Exploiting Large Neuroimaging Datasets to Create Connectome-Constrained Approaches for more Robust, Efficient, and Adaptable Artificial Intelligence
  26 May 2023 0 repositories listed
• FSD: Fully-Specialized Detector via Neural Architecture Search
  26 May 2023 0 repositories listed
• Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
  26 May 2023 0 repositories listed
• Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  23 May 2023 0 repositories listed
• NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency Modulation
  22 May 2023 0 repositories listed
• ALT: An Automatic System for Long Tail Scenario Modeling
  19 May 2023 0 repositories listed
• Efficient Search of Comprehensively Robust Neural Architectures via Multi-fidelity Evaluation
  12 May 2023 0 repositories listed
• Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems
  11 May 2023 0 repositories listed
• GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model
  9 May 2023 0 repositories listed
• MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization
  8 May 2023 0 repositories listed
• RATs-NAS: Redirection of Adjacent Trails on GCN for Neural Architecture Search
  7 May 2023 0 repositories listed
• Symbolic Regression on FPGAs for Fast Machine Learning Inference
  6 May 2023 0 repositories listed
• Neural Architecture Search for Intel Movidius VPU
  5 May 2023 0 repositories listed
• Learning Language-Specific Layers for Multilingual Machine Translation
  4 May 2023 0 repositories listed
• Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence
  24 Apr 2023 0 repositories listed
• LayerNAS: Neural Architecture Search in Polynomial Complexity
  23 Apr 2023 0 repositories listed
• QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model
  23 Apr 2023 0 repositories listed
• Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks
  21 Apr 2023 0 repositories listed
• SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation
  21 Apr 2023 0 repositories listed
• AutoTaskFormer: Searching Vision Transformers for Multi-task Learning
  18 Apr 2023 0 repositories listed
• Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search
  11 Apr 2023 0 repositories listed
• Adversarially Robust Neural Architecture Search for Graph Neural Networks
  9 Apr 2023 0 repositories listed
• AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks
  7 Apr 2023 0 repositories listed
• Robust Neural Architecture Search
  6 Apr 2023 0 repositories listed
• Self-Supervised learning for Neural Architecture Search (NAS)
  3 Apr 2023 0 repositories listed
• Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy
  2 Apr 2023 0 repositories listed
• FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation
  28 Mar 2023 0 repositories listed
• Tetra-AML: Automatic Machine Learning via Tensor Networks
  28 Mar 2023 0 repositories listed
• CP-CNN: Core-Periphery Principle Guided Convolutional Neural Network
  27 Mar 2023 0 repositories listed
• Transfer-Once-For-All: AI Model Optimization for Edge
  27 Mar 2023 0 repositories listed
• DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter
  23 Mar 2023 0 repositories listed
• Efficient Neural Architecture Search for Emotion Recognition
  23 Mar 2023 0 repositories listed
• Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms
  20 Mar 2023 0 repositories listed
• ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement
  19 Mar 2023 0 repositories listed
• Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models
  16 Mar 2023 0 repositories listed
• Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity
  15 Mar 2023 0 repositories listed
• Continual Learning via Learning a Continual Memory in Vision Transformer
  14 Mar 2023 0 repositories listed
• HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices
  8 Mar 2023 0 repositories listed
• Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs
  3 Mar 2023 0 repositories listed
• A Little Bit Attention Is All You Need for Person Re-Identification
  28 Feb 2023 0 repositories listed
• EvoPrompting: Language Models for Code-Level Neural Architecture Search
  28 Feb 2023 0 repositories listed
• FTSO: Effective NAS via First Topology Second Operator
  28 Feb 2023 0 repositories listed
• Full Stack Optimization of Transformer Inference: a Survey
  27 Feb 2023 0 repositories listed
• A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search For Hyperspectral Image Classification
  23 Feb 2023 0 repositories listed
• Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
  23 Feb 2023 0 repositories listed
• A General-Purpose Transferable Predictor for Neural Architecture Search
  21 Feb 2023 0 repositories listed
• Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness
  20 Feb 2023 0 repositories listed
• Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting
  20 Feb 2023 0 repositories listed
• Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles
  20 Feb 2023 0 repositories listed
• Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search
  16 Feb 2023 0 repositories listed
• A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation
  15 Feb 2023 0 repositories listed
• Towards Optimal Compression: Joint Pruning and Quantization
  15 Feb 2023 0 repositories listed
• XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars
  15 Feb 2023 0 repositories listed
• Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia
  12 Feb 2023 0 repositories listed