Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 737 papers shown

Title
Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks Nick Kocher Christian Wassermann Leona Hennig Jonas Seng Holger Hoos Kristian Kersting Marius Lindauer Matthias Müller 16 0 0 21 May 2025
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers S. Casarin Sergio Escalera Oswald Lanz 34 0 0 12 May 2025
Meta knowledge assisted Evolutionary Neural Architecture Search Yangyang Li Guanlong Liu Ronghua Shang L. Jiao 56 0 0 30 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 43 0 0 13 Apr 2025
Hyperparameter Optimisation with Practical Interpretability and Explanation Methods in Probabilistic Curriculum Learning Llewyn Salt Marcus Gallagher 33 0 0 09 Apr 2025
Sim-is-More: Randomizing HW-NAS with Synthetic Devices F. Capuano Gabriele Tiboni Niccolò Cavagnero Giuseppe Averta 35 0 0 01 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 43 1 0 01 Apr 2025
Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning Deshani Geethika Poddenige Sachith Seneviratne Damith A. Senanayake Mahesan Niranjan PN Suganthan Saman K. Halgamuge 51 0 0 28 Mar 2025
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time Matteo Risso Alessio Burrello Daniele Jahier Pagliari 51 0 0 24 Feb 2025
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance Raphael T. Husistein Markus Reiher Marco Eckhoff 142 1 0 20 Feb 2025
Fast Data Aware Neural Architecture Search via Supernet Accelerated Evaluation Emil Njor Colby R. Banbury Xenofon Fafoutis 72 0 0 18 Feb 2025
Efficient Global Neural Architecture Search Shahid Siddiqui C. Kyrkou T. Theocharides 62 0 0 05 Feb 2025
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks Quan Long Bin Wang Bing Xue Mengjie Zhang 53 0 0 29 Jan 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 69 4 0 31 Dec 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 88 1 0 28 Nov 2024
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models Kexin Zhang Fuyuan Lyu Xing Tang Dugang Liu Chen Ma Kaize Ding Xiuqiang He Xue Liu 68 0 0 24 Nov 2024
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search Arjun Sridhar Yuxiao Chen 73 0 0 21 Nov 2024
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively Yao Lu Peixin Zhang Jingyi Wang Lei Ma Xiaoniu Yang Qi Xuan 33 0 0 15 Nov 2024
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 27 2 0 08 Nov 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks Neal Lawton Aram Galstyan Greg Ver Steeg 23 0 0 07 Nov 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models Jianyi Zhang Da-Cheng Juan Cyrus Rashtchian Chun-Sung Ferng Heinrich Jiang Yiran Chen 45 4 0 01 Nov 2024
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices Yiwei Zhao Ziyun Li Win-San Khwa Xiaoyu Sun Sai Qian Zhang ... Jorge Gomez Jae-sun Seo Phillip B. Gibbons B. D. Salvo Chiao Liu 37 1 0 10 Oct 2024
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network Design Liu Tianyuan Hou Libin Wang Linyuan Song Xiyu Yan Bin 38 0 0 10 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Amber Cassimon Phil Reiter Siegfried Mercelis Kevin Mets 30 0 0 07 Oct 2024
Scalable Reinforcement Learning-based Neural Architecture Search Amber Cassimon Siegfried Mercelis Kevin Mets 53 2 0 02 Oct 2024
A Survey on Neural Architecture Search Based on Reinforcement Learning Wenzhu Shao 23 0 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Lina Yao 30 0 0 26 Sep 2024
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks Eeshaan Jain Tushar Nandy Gaurav Aggarwal Ashish Tendulkar Rishabh K. Iyer A. De 46 11 0 18 Sep 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition Huafeng Qin Yuming Fu Jing Chen M. El-Yacoubi Xinbo Gao Feng Xi Mamba 45 1 0 11 Aug 2024
Impacts of Darwinian Evolution on Pre-trained Deep Neural Networks Guodong Du Runhua Jiang Senqiao Yang HaoYang Li Wei Chen Keren Li S. Goh Ho-Kin Tang 39 3 0 10 Aug 2024
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks Dylan Adams Magda Zajaczkowska Ashiq Anjum Andrea Soltoggio Shirin Dora 35 0 0 06 Aug 2024
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification Giacomo Vedovati ShiNung Ching Bo Yuan 40 0 0 02 Aug 2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 49 0 0 18 Jul 2024
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features Oliver R. A. Dunbar Nicholas H. Nelsen Maya Mutic 37 5 0 30 Jun 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets Zhiwei Yao 41 0 0 22 Jun 2024
MeGA: Merging Multiple Independently Trained Neural Networks Based on Genetic Algorithm Daniel Yun FedML MoMe 23 1 0 07 Jun 2024
Towards Neural Architecture Search for Transfer Learning in 6G Networks Adam Orucu Farnaz Moradi Masoumeh Ebrahimi Andreas Johnsson AI4CE 31 1 0 04 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects Javier Poyatos Javier Del Ser Salvador Garcia H. Ishibuchi Daniel Molina I. Triguero Bing Xue Xin Yao Francisco Herrera 46 1 0 03 Jun 2024
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 38 1 0 31 May 2024
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol Konstanty Subbotko Wojciech Jablonski Piotr Bilinski 46 0 0 26 May 2024
Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search Zachary Coalson Huazheng Wang Qingyun Wu Sanghyun Hong OOD AAML 41 0 0 09 May 2024
Towards Accurate and Robust Architectures via Neural Architecture Search Yuwei Ou Yuqi Feng Yanan Sun AAML 26 1 0 09 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 34 0 0 06 May 2024
Structural Pruning of Pre-trained Language Models via Neural Architecture Search Aaron Klein Jacek Golebiowski Xingchen Ma Valerio Perrone Cédric Archambeau 35 2 0 03 May 2024
Predicting Fairness of ML Software Configurations Salvador Robles Herrera Verya Monjezi V. Kreinovich Ashutosh Trivedi Saeid Tizpaz-Niari 34 1 0 29 Apr 2024
The Simpler The Better: An Entropy-Based Importance Metric To Reduce Neural Networks' Depth Victor Quétu Zhu Liao Enzo Tartaglione 49 4 0 27 Apr 2024
Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification Yu-Yang Li Yu Bai Cunshi Wang Mengwei Qu Ziteng Lu Roberto Soria Jifeng Liu 33 3 0 16 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 61 49 0 08 Apr 2024
Insights from the Use of Previously Unseen Neural Architecture Search Datasets Rob Geada David Towers M. Forshaw Amir Atapour-Abarghouei A. Mcgough 42 2 0 02 Apr 2024
An Evolutionary Network Architecture Search Framework with Adaptive Multimodal Fusion for Hand Gesture Recognition Yizhang Xia Shihao Song Zhanglu Hou Junwen Xu Juan Zou Yuan Liu Shengxiang Yang 29 1 0 27 Mar 2024