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

Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning AAAI 2024
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024
Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation INTERSPEECH 2024
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion AAAI 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ACL 2024
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024
LLM Performance Predictors are good initializers for Architecture Search ACL 2024
Efficient Hyperparameter Optimization with Adaptive Fidelity Identification CVPR 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NIPS 2024
Multimodal Graph Neural Architecture Search under Distribution Shifts AAAI 2024
ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024
DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification AAAI 2024
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024
Learning To Compose SuperWeights for Neural Parameter Allocation Search WACV 2024
FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NIPS 2024
Efficient Neural Architecture Design via Capturing Architecture-Performance Joint Distribution AISTATS 2024
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks COLING 2024
Hypergraph Neural Architecture Search AAAI 2024
CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024
einspace: Searching for Neural Architectures from Fundamental Operations NIPS 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024
Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024
A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024