2024 "neural architecture search" Papers
17 papers found
Data-to-Model Distillation: Data-Efficient Learning Framework
Ahmad Sajedi, Samir Khaki, Lucy Z. Liu et al.
ECCV 2024posterarXiv:2411.12841
3
citations
Dependency-aware Differentiable Neural Architecture Search
Buang Zhang, Xinle Wu, Hao Miao et al.
ECCV 2024poster
1
citations
Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery
Chao Wang, Zhedong Zheng, Ruijie Quan et al.
ECCV 2024poster
Differentiable Model Scaling using Differentiable Topk
Kai Liu, Ruohui Wang, Jianfei Gao et al.
ICML 2024poster
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training
Aditya Annavajjala, Alind Khare, Animesh Agrawal et al.
ECCV 2024posterarXiv:2407.06167
1
citations
Encodings for Prediction-based Neural Architecture Search
Yash Akhauri, Mohamed Abdelfattah
ICML 2024poster
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
Fan Wu, Jinling Gao, Lanqing Hong et al.
AAAI 2024paperarXiv:2402.04672
22
citations
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion
Guanyao Wu, Hongming Fu, Jinyuan Liu et al.
AAAI 2024paperarXiv:2309.01113
22
citations
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance
Hongyi He, Longjun Liu, Haonan Zhang et al.
AAAI 2024paperarXiv:2312.12648
16
citations
MobileNetV4: Universal Models for the Mobile Ecosystem
Danfeng Qin, Chas Leichner, Manolis Delakis et al.
ECCV 2024posterarXiv:2404.10518
407
citations
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy
Risheng Liu, Zhu Liu, Wei Yao et al.
ICML 2024poster
Provably Convergent Federated Trilevel Learning
Yang Jiao, Kai YANG, Tiancheng Wu et al.
AAAI 2024paperarXiv:2312.11835
Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference
Fabing Li, Yuanhao Zhai, Shuangyu Cai et al.
ICML 2024poster
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Songhua Liu, Xin Jin, Xingyi Yang et al.
ICML 2024poster
Surprisingly Strong Performance Prediction with Neural Graph Features
Gabriela Kadlecová, Jovita Lukasik, Martin Pilát et al.
ICML 2024poster
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
George Chen
ICML 2024poster
Towards Neural Architecture Search through Hierarchical Generative Modeling
Lichuan Xiang, Łukasz Dudziak, Mohamed Abdelfattah et al.
ICML 2024poster