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DARTS: Differentiable Architecture Search
v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018
Hanxiao Liu
Karen Simonyan
Yiming Yang
ArXiv (abs)PDFHTML

Papers citing "DARTS: Differentiable Architecture Search"

50 / 2,367 papers shown
Title
AutoFlow: Automated Workflow Generation for Large Language Model Agents
AutoFlow: Automated Workflow Generation for Large Language Model Agents
Zelong Li
Shuyuan Xu
Kai Mei
Qingfeng Lan
Balaji Rama
Om Raheja
Hao Wang
He Zhu
Yongfeng Zhang
AIFinAI4CELLMAG
213
55
0
01 Jul 2024
Joint Pruning and Channel-wise Mixed-Precision Quantization for
  Efficient Deep Neural Networks
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
Beatrice Alessandra Motetti
Matteo Risso
Luca Bompani
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
MQ
215
10
0
01 Jul 2024
Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects
Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects
Ge Yan
Wenjie Wu
Yuheng Chen
Kaisen Pan
Xudong Lu
Zixiang Zhou
Wang Yuhan
Ruocheng Wang
Junchi Yan
175
34
0
30 Jun 2024
Improving Hyperparameter Optimization with Checkpointed Model Weights
Improving Hyperparameter Optimization with Checkpointed Model Weights
Nikhil Mehta
Jonathan Lorraine
Steve Masson
Ramanathan Arunachalam
Zaid Pervaiz Bhat
James Lucas
Arun George Zachariah
222
4
0
26 Jun 2024
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems
Hung Vinh Tran
Tong Chen
Quoc Viet Hung Nguyen
Zi-Rui Huang
Lizhen Cui
Hongzhi Yin
353
7
0
25 Jun 2024
Towards Lightweight Graph Neural Network Search with Curriculum Graph
  Sparsification
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification
Beini Xie
Heng Chang
Ziwei Zhang
Zeyang Zhang
Simin Wu
Xin Wang
Yuan Meng
Wenwu Zhu
210
9
0
24 Jun 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets
An Efficient NAS-based Approach for Handling Imbalanced Datasets
Zhiwei Yao
113
0
0
22 Jun 2024
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level
  Optimization
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
Qianli Shen
Yezhen Wang
Zhouhao Yang
Xiang Li
Haonan Wang
Yang Zhang
Jonathan Scarlett
Zhanxing Zhu
Kenji Kawaguchi
AI4CE
193
10
0
20 Jun 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural
  Network Architecture
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture
Zhengxin Yang
Wanling Gao
Luzhou Peng
Yunyou Huang
Fei Tang
Jianfeng Zhan
154
1
0
20 Jun 2024
Fair Differentiable Neural Network Architecture Search for Long-Tailed
  Data with Self-Supervised Learning
Fair Differentiable Neural Network Architecture Search for Long-Tailed Data with Self-Supervised Learning
Jiaming Yan
159
0
0
19 Jun 2024
Straight Through Gumbel Softmax Estimator based Bimodal Neural
  Architecture Search for Audio-Visual Deepfake Detection
Straight Through Gumbel Softmax Estimator based Bimodal Neural Architecture Search for Audio-Visual Deepfake Detection
Aravinda Reddy PN
Raghavendra Ramachandra
K. S. Rao
Pabitra Mitra
Vinod Rathod
131
2
0
19 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
Alireza Ganjdanesh
Reza Shirkavand
Shangqian Gao
Heng Huang
DiffMVLM
354
9
0
17 Jun 2024
Scale Equivariant Graph Metanetworks
Scale Equivariant Graph Metanetworks
Ioannis Kalogeropoulos
Giorgos Bouritsas
Yannis Panagakis
328
14
0
15 Jun 2024
Robust 3D Face Alignment with Multi-Path Neural Architecture Search
Robust 3D Face Alignment with Multi-Path Neural Architecture Search
Zhichao Jiang
Hongsong Wang
Xi Teng
Baopu Li
CVBM
179
1
0
12 Jun 2024
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on
  Long-Tailed Datasets
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets
Chenxia Tang
175
1
0
11 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
Xiaoli Zhang
Liying Wang
Libo Zhao
Xiongfei Li
Siwei Ma
420
1
0
11 Jun 2024
Quantum Architecture Search: A Survey
Quantum Architecture Search: A Survey
Darya Martyniuk
Johannes Jung
Adrian Paschke
AI4CE
248
33
0
10 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Difan Deng
Marius Lindauer
AI4TS
233
1
0
07 Jun 2024
Towards Neural Architecture Search for Transfer Learning in 6G Networks
Towards Neural Architecture Search for Transfer Learning in 6G Networks
Adam Orucu
Farnaz Moradi
Masoumeh Ebrahimi
Andreas Johnsson
AI4CE
137
2
0
04 Jun 2024
CAP: A Context-Aware Neural Predictor for NAS
CAP: A Context-Aware Neural Predictor for NAS
Han Ji
Yuqi Feng
Yanan Sun
188
4
0
04 Jun 2024
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS
Hao Fu
Tunhou Zhang
Hai Li
Yiran Chen
150
0
0
04 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search
  Framework
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
Yiyang Zhao
Yunzhuo Liu
Bo Jiang
Tian Guo
291
7
0
03 Jun 2024
Searching For Music Mixing Graphs: A Pruning Approach
Searching For Music Mixing Graphs: A Pruning Approach
Sungho Lee
Marco A. Martínez-Ramírez
Wei-Hsiang Liao
Stefan Uhlich
Giorgio Fabbro
Kyogu Lee
Yuki Mitsufuji
252
9
0
03 Jun 2024
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning
  in Laparoscopic Surgery
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery
Yuning Zhou
H. Badgery
Matthew Read
James Bailey
Catherine E. Davey
165
2
0
03 Jun 2024
Pretrained Hybrids with MAD Skills
Pretrained Hybrids with MAD Skills
Nicholas Roberts
Samuel Guo
Zhiqi Gao
Satya Sai Srinath Namburi
Sonia Cromp
Chengjun Wu
Chengyu Duan
Frederic Sala
Mamba
271
0
0
02 Jun 2024
Multi-Objective Neural Architecture Search by Learning Search Space
  Partitions
Multi-Objective Neural Architecture Search by Learning Search Space Partitions
Yiyang Zhao
Linnan Wang
Tian Guo
327
1
0
01 Jun 2024
einspace: Searching for Neural Architectures from Fundamental Operations
einspace: Searching for Neural Architectures from Fundamental Operations
Linus Ericsson
Miguel Espinosa
Chenhongyi Yang
Antreas Antoniou
Amos Storkey
Shay B. Cohen
Jingyu Sun
Elliot J. Crowley
209
4
0
31 May 2024
Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them
  Optimally
Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally
Manon Verbockhaven
Sylvain Chevallier
Guillaume Charpiat
151
7
0
30 May 2024
Automatic Graph Topology-Aware Transformer
Automatic Graph Topology-Aware Transformer
Chao Wang
Jiaxuan Zhao
Lingling Li
Licheng Jiao
Fang Liu
Shuyuan Yang
ViT
339
3
0
30 May 2024
Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
Yan Yang
Bin Gao
Ya-xiang Yuan
362
6
0
30 May 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active
  Learning and Model Selection
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection
Yushu Li
Yongyi Su
Xulei Yang
Kui Jia
Xun Xu
TTA
194
0
0
29 May 2024
Cognitive Evolutionary Learning to Select Feature Interactions for
  Recommender Systems
Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems
Runlong Yu
Qixiang Shao
Qi Liu
Huan Liu
Enhong Chen
120
0
0
29 May 2024
IAPT: Instruction-Aware Prompt Tuning for Large Language Models
IAPT: Instruction-Aware Prompt Tuning for Large Language Models
Wei-wei Zhu
Aaron Xuxiang Tian
Congrui Yin
Yuan Ni
Xiaoling Wang
Guotong Xie
267
0
0
28 May 2024
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression
  Tasks
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks
Seonghyeon Hwang
Minsu Kim
Steven Euijong Whang
NoLa
263
6
0
28 May 2024
Calibrated Dataset Condensation for Faster Hyperparameter Search
Calibrated Dataset Condensation for Faster Hyperparameter Search
Mucong Ding
Yuancheng Xu
Tahseen Rabbani
Xiaoyu Liu
Brian J Gravelle
Teresa M. Ranadive
Tai-Ching Tuan
Furong Huang
DD
190
2
0
27 May 2024
Efficient Visual Fault Detection for Freight Train via Neural
  Architecture Search with Data Volume Robustness
Efficient Visual Fault Detection for Freight Train via Neural Architecture Search with Data Volume Robustness
Yang Zhang
Mingying Li
Huilin Pan
Moyun Liu
Yang Zhou
112
2
0
27 May 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks
Survey of Graph Neural Network for Internet of Things and NextG Networks
Sabarish Krishna Moorthy
Jithin Jagannath
195
9
0
27 May 2024
The devil is in discretization discrepancy. Robustifying Differentiable
  NAS with Single-Stage Searching Protocol
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
Konstanty Subbotko
Wojciech Jablonski
Piotr Bilinski
209
0
0
26 May 2024
Image Deraining with Frequency-Enhanced State Space Model
Image Deraining with Frequency-Enhanced State Space Model
Shugo Yamashita
Masaaki Ikehara
153
8
0
26 May 2024
Enabling On-Device Learning via Experience Replay with Efficient Dataset
  Condensation
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation
Gelei Xu
Ningzhi Tang
Jun Xia
Wei Jin
Yiyu Shi
DD
231
0
0
25 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via
  Selective Tensor Freezing
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing
Kai Huang
Wei Gao
181
3
0
24 May 2024
Riemannian Bilevel Optimization
Riemannian Bilevel Optimization
Sanchayan Dutta
Xiang Cheng
S. Sra
209
0
0
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Discovering Physics-Informed Neural Networks Model for Solving Partial
  Differential Equations through Evolutionary Computation
Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary ComputationSwarm and Evolutionary Computation (Swarm Evol. Comput.), 2024
Bo Zhang
Chao Yang
PINN
212
8
0
18 May 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language ModelsNeural Information Processing Systems (NeurIPS), 2024
R. Sukthanker
Arber Zela
B. Staffler
Aaron Klein
Lennart Purucker
Jorg K. H. Franke
Katharina Eggensperger
ELM
198
7
0
16 May 2024
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and
  Hessian-free Solution Strategy
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution StrategyInternational Conference on Machine Learning (ICML), 2024
Risheng Liu
Zhu Liu
Wei-Ting Yao
Shangzhi Zeng
Jin Zhang
180
16
0
16 May 2024
Automated Deep Learning for Load Forecasting
Automated Deep Learning for Load Forecasting
Julie Keisler
Sandra Claudel
Gilles Cabriel
Margaux Brégère
AI4TS
165
3
0
14 May 2024
Differentiable Model Scaling using Differentiable Topk
Differentiable Model Scaling using Differentiable Topk
Kai Liu
Ruohui Wang
Jianfei Gao
Kai Chen
MedImVLM
223
3
0
12 May 2024
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search
  under Distribution Shifts
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts
S. Casarin
Oswald Lanz
Sergio Escalera
GNNOOD
151
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From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of
  Deep Neural Networks
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Xue Geng
Zhe Wang
Chunyun Chen
Qing Xu
Kaixin Xu
...
Zhenghua Chen
M. Aly
Jie Lin
Ruibing Jin
Xiaoli Li
255
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Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference
  Cost
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference CostInternational Conference on Learning Representations (ICLR), 2024
Yuan Gao
Weizhong Zhang
Tong Lu
Lin Ma
Jin-Gang Yu
Gui-Song Xia
Jiayi Ma
160
1
0
09 May 2024
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