FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search

9 December 2018

Papers citing "FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search"

50 / 297 papers shown

Title
Differentiable Channel Selection in Self-Attention For Person Re-Identification Yancheng Wang Nebojsa Jojic Yingzhen Yang 29 0 0 13 May 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 54 1 0 08 Mar 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 64 1 0 10 Feb 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 72 0 0 26 Jan 2025
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 86 0 0 28 Nov 2024
NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models Yang Xu Huihong Shi Zhongfeng Wang 45 0 0 07 Sep 2024
Combining Neural Architecture Search and Automatic Code Optimization: A Survey Inas Bachiri Hadjer Benmeziane Smail Niar Riyadh Baghdadi Hamza Ouarnoughi Abdelkrime Aries 40 0 0 07 Aug 2024
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training Aditya Annavajjala Alind Khare Animesh Agrawal Igor Fedorov Hugo Latapie Myungjin Lee Alexey Tumanov CLL 42 0 0 08 Jul 2024
P $^2$ -ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer Huihong Shi Xin Cheng Wendong Mao Zhongfeng Wang MQ 48 3 0 30 May 2024
FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search Haoming Zhang Ran Cheng AI4CE GNN 37 0 0 24 Apr 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Naoto Yokoya AI4CE 34 3 0 23 Apr 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 43 17 0 29 Mar 2024
METER: a mobile vision transformer architecture for monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 27 18 0 13 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou Weiwei Jiang Yizhang Xia Yuan Liu Zhanglu Hou 26 0 0 05 Mar 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 47 1 0 28 Feb 2024
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models Angela Castillo Jonas Kohler Juan C. Pérez Juan Pablo Pérez Albert Pumarola Guohao Li Pablo Arbelaez Ali K. Thabet 30 12 0 19 Dec 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo-Wen Zhang OOD 40 0 0 20 Nov 2023
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices Jianlei Yang Jiacheng Liao Fanding Lei Meichen Liu Junyi Chen Lingkun Long Han Wan Bei Yu Weisheng Zhao MoE 35 2 0 03 Nov 2023
DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks Sweta Priyadarshi Tianyu Jiang Hsin-Pai Cheng S. Rama Krishna Viswanath Ganapathy C. Patel 44 0 0 26 Sep 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham C. Hegde OOD 37 2 0 07 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 27 1 0 02 Aug 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 18 3 0 06 Jul 2023
Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization Jiuling Zhang Zhiming Ding AAML 27 3 0 12 Jun 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex Drew Linsley I. F. Rodriguez Thomas Fel Michael Arcaro Saloni Sharma Margaret Livingstone Thomas Serre 35 19 0 06 Jun 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 43 9 0 26 May 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 44 2 0 24 Apr 2023
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce Amrollah Seifoddini K. Vernooij Timon Künzle A. Canopoli Malte F. Alf Anna Volokitin Reza Shirvany 3DH 26 0 0 15 Apr 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors Shaoyu Chen Tianheng Cheng Jiemin Fang Qian Zhang Yuan Li Wenyu Liu Xinggang Wang ObjD 24 5 0 07 Apr 2023
ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement Chaojian Li Wenwan Chen Jiayi Yuan Yingyan Lin Ashutosh Sabharwal 25 0 0 19 Mar 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 36 101 0 27 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 26 1 0 16 Feb 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment Jared Fernandez Jacob Kahn Clara Na Yonatan Bisk Emma Strubell FedML 33 10 0 13 Feb 2023
Oscillation-free Quantization for Low-bit Vision Transformers Shi Liu Zechun Liu Kwang-Ting Cheng MQ 23 34 0 04 Feb 2023
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits Simone Sarti Eugenio Lomurno Andrea Falanti Matteo Matteucci 23 3 0 03 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 36 61 0 26 Jan 2023
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning Athul Shibu Abhishek Kumar Heechul Jung Dong-Gyu Lee 17 1 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 40 2 0 25 Jan 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks Jinqi Xiao Chengming Zhang Yu Gong Miao Yin Yang Sui Lizhi Xiang Dingwen Tao Bo Yuan 29 19 0 20 Jan 2023
$β$ -DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search Peng Ye Tong He Baopu Li Tao Chen Lei Bai Wanli Ouyang OOD 46 7 0 16 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Yizhou Sun 32 12 0 14 Jan 2023
Pruning Compact ConvNets for Efficient Inference Sayan Ghosh Karthik Prasad Xiaoliang Dai Peizhao Zhang Bichen Wu Graham Cormode Peter Vajda VLM 19 4 0 11 Jan 2023
OVO: One-shot Vision Transformer Search with Online distillation Zimian Wei H. Pan Xin-Yi Niu Dongsheng Li ViT 29 1 0 28 Dec 2022
A Study on the Intersection of GPU Utilization and CNN Inference J. Kosaian Amar Phanishayee 23 3 0 15 Dec 2022
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression Jiaqi Gu Ben Keller Jean Kossaifi Anima Anandkumar Brucek Khailany David Z. Pan ViT 35 8 0 30 Nov 2022
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention Wenyuan Zeng Meng Li Wenjie Xiong Tong Tong Wen-jie Lu Jin Tan Runsheng Wang Ru Huang 24 20 0 25 Nov 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 20 270 0 23 Nov 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization Chengpeng Chen Zichao Guo Haien Zeng Pengfei Xiong Jian Dong 26 37 0 11 Nov 2022
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators Aditya Manglik Minesh Patel Haiyu Mao Behzad Salami Jisung Park Lois Orosa O. Mutlu 20 1 0 10 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Jin Zhang Feng Zhang G. Yu ... Mingyang Qian Huixin Ma Yanan Li Xiaotao Wang Lei Lei 15 10 0 07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelbadie Younes Ganzorig Gankhuyag ... Jing Liu Garas Gendy Nabil Sabor J. Hou Guanghui He SupR MQ 23 31 0 07 Nov 2022