conftrace_

neural architecture search

666 papers

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Also known as

NAS

Co-occurring keywords

model compression (3302) architecture optimization (64) efficient computing (781) hyperparameter optimization (406) network architecture (142) convolutional neural network (4226) evolutionary algorithm (264) differentiable architecture search (44) transfer learning (5449) knowledge distillation (3725)

Papers

GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search WACV 2026
DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation ACL 2026
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between WACV 2026
STrans: Spontaneous Architecture Evolution for Adaptive Time Series Forecasting AAAI 2026
EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion AAAI 2026
DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation AAAI 2026
Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series AAAI 2026
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices EMNLP 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025
AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
Achieving Lightweight Super-Resolution for Real-Time Computer Graphics AAAI 2025
Loss Functions for Predictor-based Neural Architecture Search ICCV 2025
Neural Architecture Search Driven by Locally Guided Diffusion for Personalized Federated Learning ICCV 2025
Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions AAAI 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
EA-Vit: Efficient Adaptation for Elastic Vision Transformer ICCV 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025