v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

50 / 2,369 papers shown

Title
Learning Informative Attention Weights for Person Re-Identification Yancheng Wang Nebojsa Jojic Yingzhen Yang 327 0 0 24 Dec 2025
ORACLE: Explaining Feature Interactions in Neural Networks with ANOVA Dongseok Kim Wonjun Jeong Mohamed Jismy Aashik Rasool Gisung Oh 124 0 0 24 Dec 2025
Efficient Eye-based Emotion Recognition via Neural Architecture Search of Time-to-First-Spike-Coded Spiking Neural Networks Qianhui Liu Jing Yang Miao Yu Trevor E. Carlson Gang Pan Haizhou Li Zhumin Chen 16 0 0 02 Dec 2025
BioArc: Discovering Optimal Neural Architectures for Biological Foundation Models Yi Fang H. Xu Jiaxin Han Sirui Ding Y. Wang Yue Wang Xuan Wang LM&Ro AI4CE 241 0 0 29 Nov 2025
NNGPT: Rethinking AutoML with Large Language Models Roman Kochnev Waleed Khalid Tolgay Atinc Uzun X. Zhang Yashkumar Sanjaybhai Dhameliya ... Chandini Vysyaraju Raghuvir Duvvuri Avi Goyal D. Ignatov Radu Timofte LM&MA LRM 187 5 0 25 Nov 2025
KernelBand: Boosting LLM-based Kernel Optimization with a Hierarchical and Hardware-aware Multi-armed Bandit Dezhi Ran Shuxiao Xie Mingfang Ji Ziyue Hua Mengzhou Wu ... Yuzhe Guo Yu Hao Linyi Li Yitao Hu Tao Xie 49 0 0 24 Nov 2025
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression Youneng Bao Yulong Cheng Y. Liu Yichen Yang Peng Qin Mu Li Yongsheng Liang MQ 70 0 0 11 Nov 2025
AgenticSciML: Collaborative Multi-Agent Systems for Emergent Discovery in Scientific Machine Learning Qile Jiang George Em Karniadakis AI4CE 156 4 0 10 Nov 2025
Solving bilevel optimization via sequential minimax optimization Zhaosong Lu Sanyou Mei 76 1 0 10 Nov 2025
Models Got Talent: Identifying High Performing Wearable Human Activity Recognition Models Without Training Richard Goldman Varun Komperla Thomas Ploetz H. Haresamudram 126 0 0 08 Nov 2025
One-Shot Knowledge Transfer for Scalable Person Re-Identification Longhua Li Lei Qi Xin Geng 100 0 0 08 Nov 2025
ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering Zhuowen Yuan Tao Liu Yang Yang Y. Wang Feng Qi Kaushik Rangadurai Bo Li Shuang Yang AI4CE 156 0 0 06 Nov 2025
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification Mikhael Djajapermana Moritz Reiber Daniel Mueller-Gritschneder Ulf Schlichtmann ViT 61 0 0 04 Nov 2025
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization Wei Shen Jiawei Zhang Minhui Huang Cong Shen 97 0 0 28 Oct 2025
Rethinking Inference Placement for Deep Learning across Edge and Cloud Platforms: A Multi-Objective Optimization Perspective and Future Directions Zongshun Zhang I. Matta 116 0 0 27 Oct 2025
SmartMixed: A Two-Phase Training Strategy for Adaptive Activation Function Learning in Neural Networks Amin Omidvar 109 0 0 25 Oct 2025
Distributionally Robust Feature Selection Maitreyi Swaroop Tamar Krishnamurti Bryan Wilder OODD 186 0 0 24 Oct 2025
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding Sunwoo Kim Hyunjin Hwang Kijung Shin AI4CE 174 0 0 21 Oct 2025
Self-Evidencing Through Hierarchical Gradient Decomposition: A Dissipative System That Maintains Non-Equilibrium Steady-State by Minimizing Variational Free Energy Michael James McCulloch 72 0 0 20 Oct 2025
Computational Budget Should Be Considered in Data Selection Weilin Wan Weizhong Zhang Cheng Jin 183 0 0 19 Oct 2025
DARTS-GT: Differentiable Architecture Search for Graph Transformers with Quantifiable Instance-Specific Interpretability Analysis Shruti Sarika Chakraborty Peter Minary 143 0 0 16 Oct 2025
Spiking Neural Network Architecture Search: A Survey Kama Svoboda Tosiron Adegbija 152 0 0 16 Oct 2025
Optimally Deep Networks - Adapting Model Depth to Datasets for Superior Efficiency Shaharyar Ahmed Khan Tareen Filza Khan Tareen AI4CE 244 0 0 12 Oct 2025
MAT-Agent: Adaptive Multi-Agent Training Optimization Jusheng Zhang Kaitong Cai Yijia Fan Ningyuan Liu Keze Wang 152 17 0 10 Oct 2025
PlatformX: An End-to-End Transferable Platform for Energy-Efficient Neural Architecture Search Xiaolong Tu Dawei Chen Kyungtae Han Onur Altintas Haoxin Wang 92 0 0 10 Oct 2025
Hyperspectral data augmentation with transformer-based diffusion models Mattia Ferrari Lorenzo Bruzzone 116 0 0 09 Oct 2025
Where to Begin: Efficient Pretraining via Subnetwork Selection and Distillation Arjun Krishnakumar R. Sukthanker Hannan Javed Mahadik Gabriela Kadlecová Vladyslav Moroshan Timur Carstensen Frank Hutter Aaron Klein 105 0 0 08 Oct 2025
Barbarians at the Gate: How AI is Upending Systems Research Audrey Cheng Zhifei Li Melissa Z. Pan Shu Liu Bowen Wang ... Aditya Desai Jiarong Xing Koushik Sen Matei A. Zaharia Ion Stoica 176 0 0 07 Oct 2025
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between Ondřej Týbl Lukáš Neumann AI4CE 168 0 0 07 Oct 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method Yuheng Li Jiechao Gao Wei Han Wenwen Ouyang Wei Zhu Hui Yi Leong OffRL AI4CE 250 1 0 06 Oct 2025
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures Shiwen Qin Alexander Auras Shay B. Cohen Elliot J. Crowley Michael Moeller Linus Ericsson Jovita Lukasik 113 0 0 06 Oct 2025
Utility-Learning Tension in Self-Modifying Agents Charles L. Wang Keir Dorchen Peter Jin 112 0 0 05 Oct 2025
Searching Meta Reasoning Skeleton to Guide LLM Reasoning Ziying Zhang Yaqing Wang Quanming Yao LRM 156 1 0 05 Oct 2025
AutoMaAS: Self-Evolving Multi-Agent Architecture Search for Large Language Models Bo Ma Hang Li ZeHua Hu XiaoFan Gui LuYao Liu Simon Liu LLMAG LM&Ro AI4CE 152 0 0 03 Oct 2025
Composer: A Search Framework for Hybrid Neural Architecture Design Bilge Acun Prasoon Sinha Newsha Ardalani Sangmin Bae Alicia Golden Chien-Yu Lin Meghana Madhyastha Fei Sun N. Yadwadkar Carole-Jean Wu 204 1 0 01 Oct 2025
LLM-NAS: LLM-driven Hardware-Aware Neural Architecture Search Hengyi Zhu Grace Li Zhang Shaoyi Huang 204 0 0 01 Oct 2025
CoLLM-NAS: Collaborative Large Language Models for Efficient Knowledge-Guided Neural Architecture Search Zhe Li Zhiwei Lin Yongtao Wang 199 1 0 30 Sep 2025
From MNIST to ImageNet: Understanding the Scalability Boundaries of Differentiable Logic Gate Networks Sven Brändle Till Aczél Andreas Plesner Roger Wattenhofer MoE AI4CE 73 0 0 30 Sep 2025
CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search Olga Krestinskaya M. Fouda Ahmed M. Eltawil K. Salama 84 0 0 30 Sep 2025
TusoAI: Agentic Optimization for Scientific Methods Alistair Turcan Kexin Huang Lei Li Martin Jinye Zhang LLMAG 90 0 0 28 Sep 2025
Shared-Weights Extender and Gradient Voting for Neural Network Expansion Nikolas Chatzis I. Kordonis Manos Theodosis Petros Maragos 69 0 0 23 Sep 2025
DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning Sikai Bai Haoxi Li Jie Zhang Zicong Hong Song Guo MoE 102 1 0 19 Sep 2025
Reverse Engineering of Music Mixing Graphs with Differentiable Processors and Iterative PruningJournal of The Audio Engineering Society (JAES), 2025 Sungho Lee Marco A. Martínez-Ramírez Wei-Hsiang Liao Stefan Uhlich Giorgio Fabbro Kyogu Lee Yuki Mitsufuji 119 4 0 19 Sep 2025
Neural Architecture Search Algorithms for Quantum AutoencodersIEEE Transactions on Quantum Engineering (IEEE Trans. Quantum Eng.), 2025 Ankit Kulshrestha Xiaoyuan Liu Hayato Ushijima-Mwesigwa Ilya Safro 80 0 0 18 Sep 2025
Stochastic Bilevel Optimization with Heavy-Tailed Noise Zhuanghua Liu Luo Luo 118 0 0 18 Sep 2025
AEFS: Adaptive Early Feature Selection for Deep Recommender SystemsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 Fan Hu Gaofeng Lu Jun Chen Chaonan Guo Y. Yang Xirong Li 71 0 0 15 Sep 2025
Contextual Learning for Anomaly Detection in Tabular Data Spencer King Zhilu Zhang Ruofan Yu Baris Coskun Wei Ding Qian Cui 74 0 0 10 Sep 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding Yuxuan Hu Jihao Liu Ke Wang Jinliang Zhen Weikang Shi Manyuan Zhang Qi Dou R. Liu Aojun Zhou Hongsheng Li 187 1 0 06 Sep 2025
OptiProxy-NAS: Optimization Proxy based End-to-End Neural Architecture Search Bo Lyu Yu Cui Tuo Shi Ke Li 100 0 0 06 Sep 2025
DreamPRM-1.5: Unlocking the Potential of Each Instance for Multimodal Process Reward Model Training Qi Cao P. Xie OffRL 134 0 0 05 Sep 2025