TResNet: High Performance GPU-Dedicated Architecture

30 March 2020

Papers citing "TResNet: High Performance GPU-Dedicated Architecture"

42 / 42 papers shown

Title
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors Peter Lorenz Mario Fernandez Jens Müller Ullrich Kothe AAML 78 1 0 21 Jun 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 32 2 0 19 Mar 2024
Gramian Attention Heads are Strong yet Efficient Vision Learners Jongbin Ryu Dongyoon Han J. Lim 30 1 0 25 Oct 2023
Skipped Feature Pyramid Network with Grid Anchor for Object Detection Pengfei Li Wei Wei Yan Yu Zhu Rong Liguo Zhou ObjD 25 0 0 22 Oct 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 23 8 0 08 Jul 2023
Prompt Evolution for Generative AI: A Classifier-Guided Approach Melvin Wong Yew-Soon Ong Abhishek Gupta K. Bali Caishun Chen 21 14 0 24 May 2023
PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition Xinwen Fan Yukang Zhang Yang Lu Hanzi Wang ViT 21 29 0 14 Apr 2023
Asymmetric Polynomial Loss For Multi-Label Classification Yusheng Huang Jiexing Qi Xinbing Wang Zhouhan Lin 31 7 0 10 Apr 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 35 2 0 25 Jan 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification I. Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 23 3 0 25 Jan 2023
A Study on the Intersection of GPU Utilization and CNN Inference J. Kosaian Amar Phanishayee 18 3 0 15 Dec 2022
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid Feng Wang Sarai Mizrachi Moran Beladev Guy Nadav Gil Amsalem Karen Lastmann Assaraf Hadas Harush Boker VLM 22 13 0 02 Nov 2022
Food Ingredients Recognition through Multi-label Learning Rameez Ismail Zhaorui Yuan 22 0 0 24 Oct 2022
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection Yi Liu Xuan Zhang Ying Li Guixin Liang Yabing Jiang ... Fei Xie Wei Yao Yifang Dai Yu Qiao Yali Wang 16 10 0 20 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 110 144 0 05 Oct 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 23 9 0 14 Sep 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 43 8 0 28 Jun 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 38 11 0 07 Apr 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 22 13 0 08 Mar 2022
Cyclical Focal Loss L. Smith 30 14 0 16 Feb 2022
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Emanuel Ben-Baruch M. Karklinsky Yossi Biton Avi Ben-Cohen Hussam Lawen Nadav Zamir 18 11 0 18 Jan 2022
Multi-label Classification with Partial Annotations using Class-aware Selective Loss Emanuel Ben-Baruch T. Ridnik Itamar Friedman Avi Ben-Cohen Nadav Zamir Asaf Noy Lihi Zelnik-Manor 30 38 0 21 Oct 2021
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 97 125 0 03 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 212 487 0 01 Oct 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 27 30 0 24 Aug 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 23 135 0 05 Aug 2021
T $_k$ ML-AP: Adversarial Attacks to Top- $k$ Multi-Label Learning Shu Hu Lipeng Ke Xin Wang Siwei Lyu VLM AAML 18 34 0 31 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 18 187 0 22 Jul 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 179 686 0 22 Apr 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 18 60 0 19 Mar 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Tsung-Yi Lin Jonathon Shlens Barret Zoph 27 297 0 13 Mar 2021
Large Batch Simulation for Deep Reinforcement Learning Brennan Shacklett Erik Wijmans Aleksei Petrenko Manolis Savva Dhruv Batra V. Koltun Kayvon Fatahalian 3DV OffRL AI4CE 27 26 0 12 Mar 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 269 179 0 17 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 979 0 27 Jan 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu H. Pham Quoc V. Le 70 56 0 05 Jan 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Muhammad Shafique BDL 56 140 0 21 Dec 2020
A Technical Report for VIPriors Image Classification Challenge Zhipeng Luo Ge Li Zhiguang Zhang VLM 22 2 0 17 Jul 2020
Fine-Grained Visual Classification with Efficient End-to-end Localization Harald Hanselmann Hermann Ney 6 5 0 11 May 2020
Scaling Out-of-Distribution Detection for Real-World Settings Dan Hendrycks Steven Basart Mantas Mazeika Andy Zou Joe Kwon Mohammadreza Mostajabi Jacob Steinhardt D. Song OODD 15 455 0 25 Nov 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 221 1,399 0 04 Dec 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 86 263 0 17 Apr 2018
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 205 1,019 0 26 Mar 2018