v1v2 (latest)

Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

50 / 3,726 papers shown

Title
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 184 119 0 24 Feb 2021
Efficient Palm-Line Segmentation with U-Net Context Fusion Module Toan Pham Van S. T. Nguyen Linh Doan Bao Ngoc N. Tran Ta Minh Thanh 67 6 0 24 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 644 3,768 0 24 Feb 2021
Rethinking Natural Adversarial Examples for Classification Models Xiao-Li Li Jianmin Li Ting Dai Jie Shi Jun Zhu Xiaolin Hu AAML VLM 140 13 0 23 Feb 2021
ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks Jungmin Kwon Jeongseop Kim Hyunseong Park I. Choi 152 291 0 23 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen Xinyu Gong Zhangyang Wang OOD 215 239 0 23 Feb 2021
Comparative evaluation of CNN architectures for Image Caption Generation Sulabh Katiyar S. Borgohain 83 24 0 23 Feb 2021
RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection Shunjie Dong Qianqian Yang Yu Fu Mei Tian Cheng Zhuo OOD 71 42 0 22 Feb 2021
Person Re-identification based on Robust Features in Open-world Yaguan Qian Anlin Sun 47 0 0 22 Feb 2021
Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo Dacheng Tao OOD CoGe 72 4 0 21 Feb 2021
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems Clément Playout Ola Ahmad Freddy Lecue Farida Cheriet 83 19 0 19 Feb 2021
A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space Kuo Gai Shihua Zhang 113 8 0 18 Feb 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 151 42 0 17 Feb 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 73 16 0 16 Feb 2021
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives T. Narihira Javier Alonsogarcia Fabien Cardinaux Akio Hayakawa Masato Ishii ... Kenji Suzuki Stephen Tiedmann Stefan Uhlich T. Yashima K. Yoshiyama 69 12 0 12 Feb 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang Bryan Hooi Dapeng Hu Jian Liang Jiashi Feng 142 64 0 12 Feb 2021
Semantically-Conditioned Negative Samples for Efficient Contrastive Learning J. Ó. Neill Danushka Bollegala 80 6 0 12 Feb 2021
Neural Architecture Search as Program Transformation Exploration Jack Turner Elliot J. Crowley Michael F. P. O'Boyle 64 14 0 12 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 339 525 0 11 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection Bharat Singh Mahyar Najibi Abhishek Sharma L. Davis ObjD 82 18 0 10 Feb 2021
A Generic Object Re-identification System for Short Videos Tairu Qiu Guanxian Chen Chen Ma Bin Li Ying Shan Xiangyang Xue 49 0 0 10 Feb 2021
Sequential vessel segmentation via deep channel attention network Dongdong Hao Song Ding Linwei Qiu Yisong Lv B. Fei Yueqi Zhu Binjie Qin 78 53 0 10 Feb 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks Qiang Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin FedML OOD 72 87 0 10 Feb 2021
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism Xiangyu Zhao Peng Zhang Fan Song Guangda Fan Yangyang Sun Yujia Wang Zheyuan Tian Luqi Zhang Guanglei Zhang MedIm 83 15 0 10 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 285 510 0 08 Feb 2021
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 64 1 0 06 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 308 1,777 0 05 Feb 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 282 184 0 05 Feb 2021
Deep Texture-Aware Features for Camouflaged Object Detection Jingjing Ren Xiaowei Hu Lei Zhu Xuemiao Xu Yangyang Xu Weiming Wang Zijun Deng Pheng-Ann Heng ObjD 173 114 0 05 Feb 2021
CrossNorm and SelfNorm for Generalization under Distribution Shifts Zhiqiang Tang Yunhe Gao Yi Zhu Zhi-Li Zhang Mu Li Dimitris N. Metaxas OOD 96 54 0 04 Feb 2021
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models Shang Wang Peiming Yang Yuxuan Zheng Xuelong Li Gennady Pekhimenko 86 22 0 03 Feb 2021
Deep CNNs for large scale species classification Raj Prateek Kosaraju 41 1 0 03 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 125 142 0 02 Feb 2021
Face Recognition using 3D CNNs N. Mishra S. Singh 3DH CVBM 59 5 0 02 Feb 2021
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details Achal Dave Piotr Dollár Deva Ramanan A. Kirillov Ross B. Girshick ObjD VLM 96 53 0 01 Feb 2021
Deep High-Resolution Network for Low Dose X-ray CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 43 4 0 01 Feb 2021
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models Fatih Uysal Fırat Hardalaç Ozan Peker T. Tolunay N. Tokgöz OOD 31 3 0 31 Jan 2021
Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing Martin Messmer Benjamin Kiefer A. Zell 94 13 0 29 Jan 2021
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs Benjamin Kiefer Martin Messmer A. Zell 125 10 0 29 Jan 2021
The Mind's Eye: Visualizing Class-Agnostic Features of CNNs Alexandros Stergiou FAtt 36 3 0 29 Jan 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li-xin Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan ViT 236 1,959 0 28 Jan 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 236 419 0 28 Jan 2021
Object Detection Made Simpler by Eliminating Heuristic NMS Qiang-feng Zhou Chaohui Yu Chunhua Shen Zhibin Wang Hao Li ObjD 77 21 0 28 Jan 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 433 1,002 0 27 Jan 2021
Variational Nested Dropout Yufei Cui Yushun Mao Ziquan Liu Qiao Li Antoni B. Chan Xue Liu Tei-Wei Kuo Chun Jason Xue BDL 61 5 0 27 Jan 2021
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems Utku Ozbulak Baptist Vandersmissen A. Jalalvand Ivo Couckuyt Arnout Van Messem W. D. Neve AAML 36 19 0 26 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 117 364 0 22 Jan 2021
Characterizing signal propagation to close the performance gap in unnormalized ResNets Andrew Brock Soham De Samuel L. Smith 208 124 0 21 Jan 2021
Discovering Multi-Label Actor-Action Association in a Weakly Supervised Setting Sovan Biswas Juergen Gall 64 2 0 21 Jan 2021
The Ikshana Hypothesis of Human Scene Understanding Venkata Satya Sai Ajay Daliparthi 94 1 0 21 Jan 2021