v1v2 (latest)

Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

50 / 3,725 papers shown

Title
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 63 9 0 06 Oct 2021
Long-tailed Distribution Adaptation Zhiliang Peng Wei Huang Zonghao Guo Xiaosong Zhang Jianbin Jiao QiXiang Ye 73 10 0 06 Oct 2021
MToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data Yonghyun Jeong Doyeon Kim Jaehyeon Lee Minki Hong Solbi Hwang Jongwon Choi 69 2 0 06 Oct 2021
SeanNet: Semantic Understanding Network for Localization Under Object Dynamics Xiao Li Yidong Du Zhen Zeng Odest Chadwicke Jenkins 63 2 0 05 Oct 2021
Transformer Assisted Convolutional Network for Cell Instance Segmentation Deepanshu Pandey Pradyumna Gupta Sumit K. Bhattacharya Aman Sinha Rohit Agarwal ViT MedIm 70 3 0 05 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 76 28 0 05 Oct 2021
Dataset Structural Index: Leveraging a machine's perspective towards visual data Dishant Parikh 40 0 0 05 Oct 2021
Bottom-up Hierarchical Classification Using Confusion-based Logit Compression Tong Liang Jim Davis R. Ilin 32 0 0 05 Oct 2021
Stochastic Anderson Mixing for Nonconvex Stochastic Optimization Fu Wei Chenglong Bao Yang Liu 83 20 0 04 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 313 500 0 01 Oct 2021
Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation Jahongir Yunusov Shohruh Rakhmatov A. Namozov Abdulaziz Gaybulayev Tae-Hyong Kim ISeg 65 6 0 01 Oct 2021
Student Helping Teacher: Teacher Evolution via Self-Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Jian Yang Zhigeng Pan 93 2 0 01 Oct 2021
A Technical Report for ICCV 2021 VIPriors Re-identification Challenge Cen Liu Yunbo Peng Yue-Hsun Lin 79 0 0 30 Sep 2021
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark M. Wagner Beat-Peter Müller-Stich A. Kisilenko Duc Tran P. Heger ... M. Frankenberg F. Mathis-Ullrich Lena Maier-Hein Stefanie Speidel S. Bodenstedt 96 78 0 30 Sep 2021
Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation Bruno A. Krinski Daniel V. Ruiz E. Todt 70 4 0 30 Sep 2021
UFO-ViT: High Performance Linear Vision Transformer without Softmax Jeonggeun Song ViT 185 21 0 29 Sep 2021
A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge Björn Barz Lorenzo Brigato Luca Iocchi Joachim Denzler VLM 72 2 0 28 Sep 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 121 13 0 28 Sep 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Wang Song Han 108 65 0 27 Sep 2021
SAU: Smooth activation function using convolution with approximate identities Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 49 6 0 27 Sep 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering Ekta Sood Fabian Kögel Florian Strohm Prajit Dhar Andreas Bulling 67 19 0 27 Sep 2021
Frequency Disentangled Residual Network S. Singh Roshan Reddy Yedla S. Dubey R. Sanodiya Wei Chu 83 4 0 26 Sep 2021
AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks S. Dubey S. H. Shabbeer Basha S. Singh B. B. Chaudhuri ODL 119 9 0 26 Sep 2021
TreeNet: A lightweight One-Shot Aggregation Convolutional Network Lu Rao 65 8 0 25 Sep 2021
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification Bhanuka Gamage 52 1 0 25 Sep 2021
Detecting Harmful Memes and Their Targets Shraman Pramanick Dimitar Dimitrov Rituparna Mukherjee Shivam Sharma Md. Shad Akhtar Preslav Nakov Tanmoy Chakraborty 84 117 0 24 Sep 2021
LGD: Label-guided Self-distillation for Object Detection Peizhen Zhang Zijian Kang Tong Yang Xinming Zhang N. Zheng Jian Sun ObjD 181 31 0 23 Sep 2021
Towards practical object detection for weed spraying in precision agriculture A. Gomez Madeleine Darbyshire Junfeng Gao Elizabeth I. Sklar Simon Parsons 61 27 0 22 Sep 2021
Digital Signal Processing Using Deep Neural Networks Brian Shevitski Y. Watkins Nicole Man Michael Girard AI4CE 88 4 0 21 Sep 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 63 0 0 21 Sep 2021
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification P. Bevan Amir Atapour-Abarghouei MU 145 19 0 20 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition Kai Han Yunhe Wang Chang Xu Chunjing Xu Enhua Wu Dacheng Tao 60 8 0 20 Sep 2021
Robust Framework for COVID-19 Identification from a Multicenter Dataset of Chest CT Scans Sadaf Khademi Shahin Heidarian Parnian Afshar Nastaran Enshaei F. Naderkhani ... A. Oikonomou A. Shafiee Faranak Babaki Fard Konstantinos N. Plataniotis Arash Mohammadi OOD 95 0 0 19 Sep 2021
Dense Pruning of Pointwise Convolutions in the Frequency Domain Mark Buckler Neil Adit Yuwei Hu Zhiru Zhang Adrian Sampson 3DPC 58 2 0 16 Sep 2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering Ander Salaberria Gorka Azkune Oier López de Lacalle Aitor Soroa Etxabe Eneko Agirre 103 61 0 15 Sep 2021
Towards Precise Pruning Points Detection using Semantic-Instance-Aware Plant Models for Grapevine Winter Pruning Automation Miguel Fernandes A. Scaldaferri P. Guadagna G. Fiameni Tao Teng Matteo Gatti S. Poni Claudio Semini Darwin G. Caldwell Fei Chen 56 2 0 15 Sep 2021
Neural Architecture Search in operational context: a remote sensing case-study Anthony Cazasnoves Pierre-Antoine Ganaye Kévin Sanchis Tugdual Ceillier 77 0 0 15 Sep 2021
Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection N. Islam S. Gehlot Zongwei Zhou Michael B. Gotway Jianming Liang OOD 164 11 0 15 Sep 2021
Multi-Scale Aligned Distillation for Low-Resolution Detection Lu Qi Jason Kuen Jiuxiang Gu Zhe Lin Yi Wang Yukang Chen Yanwei Li Jiaya Jia 101 53 0 14 Sep 2021
Single-stream CNN with Learnable Architecture for Multi-source Remote Sensing Data Yi Yang Daoye Zhu Tengteng Qu Qiangyu Wang Fuhu Ren Chengqi Cheng 154 23 0 13 Sep 2021
Mixing between the Cross Entropy and the Expectation Loss Terms Barak Battash Lior Wolf Tamir Hazan UQCV 99 0 0 12 Sep 2021
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks A. Sajedi Konstantinos N. Plataniotis 113 4 0 12 Sep 2021
Compute and Energy Consumption Trends in Deep Learning Inference Radosvet Desislavov Fernando Martínez-Plumed José Hernández-Orallo 79 119 0 12 Sep 2021
BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation Naina Dhingra Florian Ritter A. Kunz 139 38 0 11 Sep 2021
RobustART: Benchmarking Robustness on Architecture Design and Training Techniques Shiyu Tang Ruihao Gong Yan Wang Aishan Liu Jiakai Wang ... Xianglong Liu Basel Alomair Alan Yuille Philip Torr Dacheng Tao VLM AAML 118 108 0 11 Sep 2021
MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets Shraman Pramanick Shivam Sharma Dimitar Dimitrov Md. Shad Akhtar Preslav Nakov Tanmoy Chakraborty 79 131 0 11 Sep 2021
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding Zhenzhi Wang Limin Wang Tao Wu Tianhao Li Gangshan Wu AI4TS 112 122 0 10 Sep 2021
Fair Conformal Predictors for Applications in Medical Imaging Charles Lu A. Lemay Ken Chang K. Hoebel Jayashree Kalpathy-Cramer MedIm 200 69 0 09 Sep 2021
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 101 13 0 09 Sep 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition Tianhao Li Limin Wang Gangshan Wu 98 103 0 09 Sep 2021