v1v2v3v4 (latest)

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

16 March 2016

Papers citing "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"

50 / 1,765 papers shown

Title
Collaborative Multi-Teacher Knowledge Distillation for Learning Low Bit-width Deep Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Cuong Pham Tuan Hoang Thanh-Toan Do FedML MQ 154 25 0 27 Oct 2022
Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network QuantizationInternational Conference on Information Photonics (ICIP), 2021 Yoojin Choi Mostafa El-Khamy Jungwon Lee GAN 113 1 0 26 Oct 2022
LAB: Learnable Activation Binarizer for Binary Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Sieger Falkena Hadi Jamali Rad Jan van Gemert MQ 160 3 0 25 Oct 2022
Fast and Low-Memory Deep Neural Networks Using Binary Matrix Factorization Alireza Bordbar M. Kahaei MQ 170 0 0 24 Oct 2022
Binary Graph Convolutional Network with Capacity ExplorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang GNN 128 10 0 24 Oct 2022
ODG-Q: Robust Quantization via Online Domain GeneralizationInternational Conference on Pattern Recognition (ICPR), 2022 Chaofan Tao Ngai Wong MQ 113 1 0 17 Oct 2022
AttTrack: Online Deep Attention Transfer for Multi-object TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Keivan Nalaie Rong Zheng VOT 175 6 0 16 Oct 2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image SegmentationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 T. M. Khan Muhammad Arsalan A. Robles-Kelly Erik H. W. Meijering SSeg 93 16 0 15 Oct 2022
SeKron: A Decomposition Method Supporting Many Factorization Structures Marawan Gamal Abdel Hameed A. Mosleh Marzieh S. Tahaei V. Nia 122 1 0 12 Oct 2022
Turbo Training with Token DropoutBritish Machine Vision Conference (BMVC), 2022 Tengda Han Weidi Xie Andrew Zisserman ViT 138 14 0 10 Oct 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 S. Kwon Jeonghoon Kim Jeongin Bae Kang Min Yoo Jin-Hwa Kim Baeseong Park Byeongwook Kim Jung-Woo Ha Nako Sung Dongsoo Lee MQ 195 33 0 08 Oct 2022
A Closer Look at Hardware-Friendly Weight Quantization Sungmin Bae Piotr Zielinski S. Chatterjee MQ 138 0 0 07 Oct 2022
IDa-Det: An Information Discrepancy-aware Distillation for 1-bit DetectorsEuropean Conference on Computer Vision (ECCV), 2022 Sheng Xu Yanjing Li Bo-Wen Zeng Teli Ma Baochang Zhang Xianbin Cao Penglei Gao Jinhu Lv 134 17 0 07 Oct 2022
IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks Ping Xue Yang Lu Jingfei Chang Xing Wei Zhen Wei MQ 202 0 0 06 Oct 2022
Basic Binary Convolution Unit for Binarized Image Restoration NetworkInternational Conference on Learning Representations (ICLR), 2022 Bin Xia Yulun Zhang Yitong Wang Yapeng Tian Wenming Yang Radu Timofte Luc Van Gool MQ 158 28 0 02 Oct 2022
Convolutional Neural Networks Quantization with AttentionInternational Journal of Neural Systems (IJNS), 2022 Binyi Wu Bernd Waschneck Christian Mayr MQ 164 3 0 30 Sep 2022
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude PruningConference on Algebraic Informatics (CAI), 2022 Manas Gupta Efe Camci Vishandi Rudy Keneta Abhishek Vaidyanathan Ritwik Kanodia Chuan-Sheng Foo Wu Min Lin Jie 149 20 0 29 Sep 2022
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruningNeurocomputing (Neurocomputing), 2022 Juan Miguel Valverde Artem Shatillo Jussi Tohka AAML 107 9 0 27 Sep 2022
Deep Learning on Home Drone: Searching for the Optimal ArchitectureIEEE International Conference on Robotics and Automation (ICRA), 2022 Alaa Maalouf Yotam Gurfinkel Barak Diker O. Gal Daniela Rus Dan Feldman 85 6 0 21 Sep 2022
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the CloudIEEE Micro (IEEE Micro), 2022 Geraldo F. Oliveira Juan Gómez Luna Saugata Ghose Amirali Boroumand O. Mutlu 141 28 0 19 Sep 2022
Tree-based Text-Vision BERT for Video Search in Baidu Video Advertising Tan Yu Jie Liu Yi Yang Yi Li Hongliang Fei Ping Li 115 1 0 19 Sep 2022
Improving the Performance of DNN-based Software Services using Automated Layer Caching M. Abedi Yanni Iouannou Pooyan Jamshidi Hadi Hemmati 84 0 0 18 Sep 2022
Neural Networks Reduction via LumpingInternational Conference of the Italian Association for Artificial Intelligence (AIxIA), 2022 Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 155 5 0 15 Sep 2022
Efficient Quantized Sparse Matrix Operations on Tensor CoresInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2022 Shigang Li Kazuki Osawa Torsten Hoefler 264 40 0 14 Sep 2022
SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud RepresentationInternational Conference on 3D Vision (3DV), 2022 Z. Su Max Welling M. Pietikäinen Li Liu 3DPC 189 13 0 13 Sep 2022
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision TransformersIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Zhikai Li Mengjuan Chen Junrui Xiao Qingyi Gu ViT MQ 202 49 0 13 Sep 2022
FP8 Formats for Deep Learning Paulius Micikevicius Dusan Stosic N. Burgess Marius Cornea Pradeep Dubey ... Naveen Mellempudi S. Oberman Mohammad Shoeybi Michael Siu Hao Wu BDL VLM MQ 488 171 0 12 Sep 2022
Git Re-Basin: Merging Models modulo Permutation SymmetriesInternational Conference on Learning Representations (ICLR), 2022 Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 641 398 0 11 Sep 2022
Interpretations Steered Network Pruning via Amortized Inferred Saliency MapsEuropean Conference on Computer Vision (ECCV), 2022 Alireza Ganjdanesh Shangqian Gao Heng-Chiao Huang FAtt AAML 144 23 0 07 Sep 2022
Low-Energy Convolutional Neural Networks (CNNs) using Hadamard Method Varun Mannam 67 0 0 06 Sep 2022
How important are activation functions in regression and classification? A survey, performance comparison, and future directionsJournal of Machine Learning for Modeling and Computing (JMLMC), 2022 Ameya Dilip Jagtap George Karniadakis AI4CE 302 87 0 06 Sep 2022
Recurrent Bilinear Optimization for Binary Neural NetworksEuropean Conference on Computer Vision (ECCV), 2022 Sheng Xu Yanjing Li Tian Wang Teli Ma Baochang Zhang Shiyang Feng Yu Qiao Jinhu Lv Guodong Guo MQ 190 16 0 04 Sep 2022
Towards Accurate Binary Neural Networks via Modeling Contextual DependenciesEuropean Conference on Computer Vision (ECCV), 2022 Xingrun Xing Yangguang Li Wei Li Wenrui Ding Yalong Jiang Yufeng Wang Jinghua Shao Chunlei Liu Xianglong Liu MQ 144 9 0 03 Sep 2022
On Quantizing Implicit Neural RepresentationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 183 23 0 01 Sep 2022
Bayesian Continual Learning via Spiking Neural NetworksFrontiers in Computational Neuroscience (Front. Comput. Neurosci.), 2022 N. Skatchkovsky Hyeryung Jang Osvaldo Simeone BDL 166 22 0 29 Aug 2022
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power PlatformSwiss Conference on Data Science (SDS), 2022 Simon Narduzzi Engin Turetken Jean-Philippe Thiran L. A. Dunbar 3DH CVBM 60 1 0 23 Aug 2022
DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two QuantizationIEEE International Conference on Computer Vision (ICCV), 2022 Xinlin Li Bangya Liu Ruizhi Yang Vanessa Courville Chao Xing V. Nia MQ 196 8 0 20 Aug 2022
A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables Adrien Benamira Tristan Guérand Thomas Peyrin Trevor Yap Bryan Hooi 162 2 0 18 Aug 2022
AdaBin: Improving Binary Neural Networks with Adaptive Binary SetsEuropean Conference on Computer Vision (ECCV), 2022 Zhaopeng Tu Xinghao Chen Pengju Ren Yunhe Wang MQ 216 71 0 17 Aug 2022
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers M. Lewis Younes Belkada Luke Zettlemoyer MQ 314 765 0 15 Aug 2022
PECAN: A Product-Quantized Content Addressable Memory NetworkDesign, Automation and Test in Europe (DATE), 2022 Jie Ran R. Lin Jason Chun Lok Li Jiajun Zhou Ngai Wong MQ 131 9 0 13 Aug 2022
Mixed-Precision Neural Networks: A Survey M. Rakka M. Fouda Pramod P. Khargonekar Fadi J. Kurdahi MQ 216 15 0 11 Aug 2022
Differentiable Inference of Temporal Logic FormulasIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022 Nicole Fronda Houssam Abbas 82 8 0 10 Aug 2022
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme QuantizationInternational Conference on Field-Programmable Logic and Applications (FPL), 2022 Hao Sun Mengshu Sun Alec Lu Haoyu Ma Geng Yuan ... Yanyu Li M. Leeser Zhangyang Wang Xue Lin Zhenman Fang ViT MQ 87 64 0 10 Aug 2022
HWGN2: Side-channel Protected Neural Networks through Secure and Private Function Evaluation Mohammad J. Hashemi Steffi Roy Domenic Forte F. Ganji AAML 111 2 0 07 Aug 2022
PalQuant: Accelerating High-precision Networks on Low-precision AcceleratorsEuropean Conference on Computer Vision (ECCV), 2022 Qinghao Hu Gang Li Qiman Wu Jian Cheng MQ 82 3 0 03 Aug 2022
CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2022 Muhammad Abdullah Hanif G. M. Sarda Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai MQ 104 5 0 31 Jul 2022
Efficient Compilation and Mapping of Fixed Function Combinational Logic onto Digital Signal Processors Targeting Neural Network Inference and Utilizing High-level SynthesisACM Transactions on Reconfigurable Technology and Systems (TRETS), 2022 Soheil Nazar Shahsavani A. Fayyazi M. Nazemi Massoud Pedram 55 2 0 30 Jul 2022
Low-complexity Approximate Convolutional Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018 R. de Sobral Cintra S. Duffner Christophe Garcia André Leite MQ 130 48 0 29 Jul 2022
A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion RecognitionInternational Conference on Industrial Technology (ICIT), 2022 Ye Qiao Mohammed Alnemari N. Bagherzadeh MQ 61 9 0 26 Jul 2022

All Papers

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Papers citing "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"