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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 15 of 20: papers 1,401 to 1,500 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.

• Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition
  26 Oct 2021 0 repositories listed
• Towards a Robust Differentiable Architecture Search under Label Noise
  23 Oct 2021 0 repositories listed
• ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies
  20 Oct 2021 0 repositories listed
• DARTS for Inverse Problems: a Study on Stability
  19 Oct 2021 0 repositories listed
• Growing Representation Learning
  17 Oct 2021 0 repositories listed
• NeuralArTS: Structuring Neural Architecture Search with Type Theory
  17 Oct 2021 0 repositories listed
• Across-Task Neural Architecture Search via Meta Learning
  12 Oct 2021 0 repositories listed
• Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo
  11 Oct 2021 0 repositories listed
• SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions
  10 Oct 2021 0 repositories listed
• ZARTS: On Zero-order Optimization for Neural Architecture Search
  10 Oct 2021 0 repositories listed
• A Genetic Programming Approach To Zero-Shot Neural Architecture Ranking
  8 Oct 2021 0 repositories listed
• Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation
  8 Oct 2021 0 repositories listed
• Conceptual Expansion Neural Architecture Search (CENAS)
  7 Oct 2021 0 repositories listed
• An Analysis of Super-Net Heuristics in Weight-Sharing NAS
  4 Oct 2021 0 repositories listed
• Max and Coincidence Neurons in Neural Networks
  4 Oct 2021 0 repositories listed
• DAAS: Differentiable Architecture and Augmentation Policy Search
  30 Sep 2021 0 repositories listed
• A Novel Watermarking Framework for Ownership Verification of DNN Architectures
  29 Sep 2021 0 repositories listed
• A Transferable General-Purpose Predictor for Neural Architecture Search
  29 Sep 2021 0 repositories listed
• AutoCoG: A Unified Data-Modal Co-Search Framework for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Automated Mobile Attention KPConv Networks via A Wide & Deep Predictor
  29 Sep 2021 0 repositories listed
• ConCoDE: Hard-constrained Differentiable Co-Exploration Method for Neural Architectures and Hardware Accelerators
  29 Sep 2021 0 repositories listed
• FedNAS: Federated Deep Learning via Neural Architecture Search
  29 Sep 2021 0 repositories listed
• Hardware-Aware Network Transformation
  29 Sep 2021 0 repositories listed
• Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
  29 Sep 2021 0 repositories listed
• Multi-objective Optimization by Learning Space Partition
  29 Sep 2021 0 repositories listed
• Multi-objective optimization for Hardware-aware Neural Architecture Search
  29 Sep 2021 0 repositories listed
• NAS-Bench-Zero: A Large Scale Dataset for Understanding Zero-Shot Neural Architecture Search
  29 Sep 2021 0 repositories listed
• NASPY: Automated Extraction of Automated Machine Learning Models
  29 Sep 2021 0 repositories listed
• Neural Architecture Search via Ensemble-based Knowledge Distillation
  29 Sep 2021 0 repositories listed
• Personalized Neural Architecture Search for Federated Learning
  29 Sep 2021 0 repositories listed
• Picking up the pieces: separately evaluating supernet training and architecture selection
  29 Sep 2021 0 repositories listed
• Ranking Convolutional Architectures by their Feature Extraction Capabilities
  29 Sep 2021 0 repositories listed
• SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search
  29 Sep 2021 0 repositories listed
• Tr-NAS: Memory-Efficient Neural Architecture Search with Transferred Blocks
  29 Sep 2021 0 repositories listed
• What to expect of hardware metric predictors in NAS
  29 Sep 2021 0 repositories listed
• ZenDet: Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search
  29 Sep 2021 0 repositories listed
• L²NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
  25 Sep 2021 0 repositories listed
• Forecasting of COVID-19 Cases, Using an Evolutionary Neural Architecture Search Approach
  15 Sep 2021 0 repositories listed
• Neural Architecture Search in operational context: a remote sensing case-study
  15 Sep 2021 0 repositories listed
• RankNAS: Efficient Neural Architecture Search by Pairwise Ranking
  15 Sep 2021 0 repositories listed
• AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance
  14 Sep 2021 0 repositories listed
• Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography
  14 Sep 2021 0 repositories listed
• Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search
  14 Sep 2021 0 repositories listed
• DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture
  13 Sep 2021 0 repositories listed
• RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search
  13 Sep 2021 0 repositories listed
• Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search
  12 Sep 2021 0 repositories listed
• Automated Robustness with Adversarial Training as a Post-Processing Step
  6 Sep 2021 0 repositories listed
• Neural Ensemble Search via Bayesian Sampling
  6 Sep 2021 0 repositories listed
• Edge-featured Graph Neural Architecture Search
  3 Sep 2021 0 repositories listed
• NASI: Label- and Data-agnostic Neural Architecture Search at Initialization
  2 Sep 2021 0 repositories listed
• Searching for Two-Stream Models in Multivariate Space for Video Recognition
  30 Aug 2021 0 repositories listed
• Analyzing and Mitigating Interference in Neural Architecture Search
  29 Aug 2021 0 repositories listed
• StressNAS: Affect State and Stress Detection Using Neural Architecture Search
  26 Aug 2021 0 repositories listed
• Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge
  25 Aug 2021 0 repositories listed
• iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization
  25 Aug 2021 0 repositories listed
• Lightweight Monocular Depth with a Novel Neural Architecture Search Method
  25 Aug 2021 0 repositories listed
• Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer
  24 Aug 2021 0 repositories listed
• Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS
  20 Aug 2021 0 repositories listed
• Trends in Neural Architecture Search: Towards the Acceleration of Search
  19 Aug 2021 0 repositories listed
• Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
  18 Aug 2021 0 repositories listed
• RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving
  18 Aug 2021 0 repositories listed
• Single-DARTS: Towards Stable Architecture Search
  18 Aug 2021 0 repositories listed
• Evolutionary Algorithms in Approximate Computing: A Survey
  16 Aug 2021 0 repositories listed
• Is Differentiable Architecture Search truly a One-Shot Method?
  12 Aug 2021 0 repositories listed
• NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models
  7 Aug 2021 0 repositories listed
• Efficient Neural Architecture Search with Performance Prediction
  4 Aug 2021 0 repositories listed
• FLASH: Fast Neural Architecture Search with Hardware Optimization
  1 Aug 2021 0 repositories listed
• WAS-VTON: Warping Architecture Search for Virtual Try-on Network
  1 Aug 2021 0 repositories listed
• MFAGAN: A Compression Framework for Memory-Efficient On-Device Super-Resolution GAN
  27 Jul 2021 0 repositories listed
• μDARTS: Model Uncertainty-Aware Differentiable Architecture Search
  24 Jul 2021 0 repositories listed
• LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies
  20 Jul 2021 0 repositories listed
• Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures
  16 Jul 2021 0 repositories listed
• AutoBERT-Zero: Evolving BERT Backbone from Scratch
  15 Jul 2021 0 repositories listed
• Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy
  15 Jul 2021 0 repositories listed
• Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search
  15 Jul 2021 0 repositories listed
• LANA: Latency Aware Network Acceleration
  12 Jul 2021 0 repositories listed
• Bag of Tricks for Neural Architecture Search
  8 Jul 2021 0 repositories listed
• Core-set Sampling for Efficient Neural Architecture Search
  8 Jul 2021 0 repositories listed
• Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration
  8 Jul 2021 0 repositories listed
• Uncertainty Modeling of Emerging Device-based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search
  6 Jul 2021 0 repositories listed
• Mutation is all you need
  4 Jul 2021 0 repositories listed
• Poisoning the Search Space in Neural Architecture Search
  28 Jun 2021 0 repositories listed
• AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation
  24 Jun 2021 0 repositories listed
• Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping to Polynomials with Noise
  23 Jun 2021 0 repositories listed
• NAX: Co-Designing Neural Network and Hardware Architecture for Memristive Xbar based Computing Systems
  23 Jun 2021 0 repositories listed
• Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis
  22 Jun 2021 0 repositories listed
• Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization
  22 Jun 2021 0 repositories listed
• DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS
  22 Jun 2021 0 repositories listed
• RHNAS: Realizable Hardware and Neural Architecture Search
  17 Jun 2021 0 repositories listed
• Redefining Neural Architecture Search of Heterogeneous Multi-Network Models by Characterizing Variation Operators and Model Components
  16 Jun 2021 0 repositories listed
• Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures
  14 Jun 2021 0 repositories listed
• Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
  8 Jun 2021 0 repositories listed
• MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders
  7 Jun 2021 0 repositories listed
• Encoder-Decoder Neural Architecture Optimization for Keyword Spotting
  4 Jun 2021 0 repositories listed
• A Survey on Optimal Transport for Machine Learning: Theory and Applications
  3 Jun 2021 0 repositories listed
• Discovering Better Model Architectures for Medical Query Understanding
  1 Jun 2021 0 repositories listed
• Evolution of Activation Functions: An Empirical Investigation
  30 May 2021 0 repositories listed
• Relational Graph Neural Network Design via Progressive Neural Architecture Search
  30 May 2021 0 repositories listed
• NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search
  30 May 2021 0 repositories listed
• Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
  27 May 2021 0 repositories listed