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

ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024
Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation INTERSPEECH 2024
Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning AAAI 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024
A Neural Architecture Predictor based on GNN-Enhanced Transformer AISTATS 2024
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion AAAI 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024
LPZero: Language Model Zero-cost Proxy Search from Zero EMNLP 2024
EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024
Hypergraph Neural Architecture Search AAAI 2024
UniADS: Universal Architecture-Distiller Search for Distillation Gap AAAI 2024
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024
PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Core-Structures-Guided Multi-Modal Classification Neural Architecture Search IJCAI 2024
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NIPS 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024
CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024
Learning Language-Specific Layers for Multilingual Machine Translation ACL 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023
AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023
Fair and Accurate Decision Making through Group-Aware Learning ICML 2023