Designing Network Design Spaces

30 March 2020

Piotr Dollár

Papers citing "Designing Network Design Spaces"

50 / 398 papers shown

Title
Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving Napat Karnchanachari Dimitris Geromichalos Kok Seang Tan Nanxiang Li Christopher Eriksen ... N. Mehdipour Gianmarco Bernasconi Whye Kit Fong Yiluan Guo Holger Caesar 47 31 0 07 Mar 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 65 4 0 17 Feb 2024
Neural Networks Learn Statistics of Increasing Complexity Nora Belrose Quintin Pope Lucia Quirke Alex Troy Mallen Xiaoli Z. Fern 20 11 0 06 Feb 2024
Combining Cloud and Mobile Computing for Machine Learning Ruiqi Xu Tianchi Zhang 47 1 0 20 Jan 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 37 5 0 17 Jan 2024
A 1.6-mW Sparse Deep Learning Accelerator for Speech Separation Chih-Chyau Yang Tian-Sheuan Chang 31 0 0 15 Dec 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 39 3 0 29 Nov 2023
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition Meng Lou Hong-Yu Zhou Sibei Yang Yizhou Yu Chuan Wu Yizhou Yu ViT 49 36 0 30 Oct 2023
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation Dzung Pham Shreyas Kulkarni Amir Houmansadr 38 0 0 29 Oct 2023
Gramian Attention Heads are Strong yet Efficient Vision Learners Jongbin Ryu Dongyoon Han J. Lim 40 1 0 25 Oct 2023
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models Boyang Zhang Zheng Li Ziqing Yang Xinlei He Michael Backes Mario Fritz Yang Zhang 45 4 0 19 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 30 0 0 10 Oct 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Yulong Shi Mingwei Sun Yongshuai Wang Hui Sun Zengqiang Chen 39 4 0 10 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 45 3 0 08 Oct 2023
An evaluation of pre-trained models for feature extraction in image classification Erick da Silva Puls M. V. Todescato J. Carbonera CLIP VLM 33 10 0 03 Oct 2023
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Avamarie Brueggeman Andrea Madotto Zhaojiang Lin Tushar Nagarajan Matt Smith ... Peyman Heidari Yue Liu Kavya Srinet Babak Damavandi Anuj Kumar MLLM 39 93 0 27 Sep 2023
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition W. He Kai Han Ying Nie Chengcheng Wang Yunhe Wang VLM 48 6 0 25 Sep 2023
Efficacy of Neural Prediction-Based Zero-Shot NAS Minh Le Nhan Nguyen N. H. Luong 34 0 0 31 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 31 0 0 21 Aug 2023
Enhancing Adversarial Attacks: The Similar Target Method Shuo Zhang Ziruo Wang Zikai Zhou Huanran Chen AAML 57 1 0 21 Aug 2023
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration Hiroki Naganuma Ryuichiro Hataya Kotaro Yoshida Ioannis Mitliagkas OODD 95 1 0 17 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 23 3 0 06 Jul 2023
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving Sparsity Cédric Picron Tinne Tuytelaars ISeg 24 0 0 04 Jul 2023
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data Adnan Qayyum Hassan Ali Massimo Caputo H. Vohra Taofeek Akinosho Sofiat Abioye Ilhem Berrou Paweł Capik Junaid Qadir Muhammad Bilal 41 0 0 03 Jul 2023
Image Background Serves as Good Proxy for Out-of-distribution Data Sen Pei 44 1 0 02 Jul 2023
MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications Mustafa Munir William Avery R. Marculescu ViT GNN 44 33 0 01 Jul 2023
SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency Yan Wang Yuhang Li Ruihao Gong Aishan Liu Yanfei Wang ... Yongqiang Yao Yunchen Zhang Tianzi Xiao F. Yu Xianglong Liu AAML 37 0 0 01 Jul 2023
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin Lesions Asim Naveed Syed S. Naqvi Tariq Mahmood Khan Imran Razzak 37 1 0 11 Jun 2023
FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh Greg Heinrich Hongxu Yin Andrew Tao J. Álvarez Jan Kautz Pavlo Molchanov ViT 30 68 0 09 Jun 2023
A Boosted Model Ensembling Approach to Ball Action Spotting in Videos: The Runner-Up Solution to CVPR'23 SoccerNet Challenge Luping Wang Hao Guo B. Liu 35 3 0 09 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
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 57 28 0 01 Jun 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 31 3 0 31 May 2023
Efficient ConvBN Blocks for Transfer Learning and Beyond Kaichao You Guo Qin Anchang Bao Mengsi Cao Ping Huang Jiulong Shan Mingsheng Long 31 1 0 19 May 2023
CageViT: Convolutional Activation Guided Efficient Vision Transformer Hao Zheng Jinbao Wang Xiantong Zhen Hao Chen Jingkuan Song Feng Zheng ViT 32 0 0 17 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 63 66 0 10 May 2023
ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges Rui-Hua Zheng Jun Yu Li Yi Wang Tian Luo Yuguo Yu MedIm 42 4 0 26 Apr 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 34 7 0 23 Apr 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network Matija Tersek Lojze Žust Matej Kristan 27 9 0 21 Apr 2023
Network Pruning Spaces Xuanyu He Yu-I Yang Ran Song Jiachen Pu Conggang Hu Feijun Jiang Wei Zhang Huanghao Ding 3DPC 35 0 0 19 Apr 2023
Benchmarking the Robustness of Quantized Models Yisong Xiao Tianyuan Zhang Shunchang Liu Haotong Qin AAML MQ 37 2 0 08 Apr 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 44 30 0 03 Apr 2023
Vision Transformers with Mixed-Resolution Tokenization Tomer Ronen Omer Levy A. Golbert ViT 23 21 0 01 Apr 2023
A Tensor-based Convolutional Neural Network for Small Dataset Classification Zhenhua Chen David J. Crandall 34 0 0 29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 48 119 0 29 Mar 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan ViT 53 84 0 27 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 42 155 0 24 Mar 2023
From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels Zhendong Yang Ailing Zeng Zhe Li Tianke Zhang Chun Yuan Yu Li 36 74 0 23 Mar 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective Yuexiao Ma Huixia Li Xiawu Zheng Xuefeng Xiao Rui Wang Shilei Wen Xin Pan Rongrong Ji Rongrong Ji MQ 29 12 0 21 Mar 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 41 7 0 21 Mar 2023