ML-Decoder: Scalable and Versatile Classification Head

25 November 2021

Papers citing "ML-Decoder: Scalable and Versatile Classification Head"

32 / 32 papers shown

Title
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 46 38 0 21 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 230 489 0 01 Oct 2021
Discriminative Region-based Multi-Label Zero-Shot Learning Sanath Narayan Akshita Gupta Salman Khan Fahad Shahbaz Khan Ling Shao M. Shah VLM 52 43 0 20 Aug 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 39 135 0 05 Aug 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 52 189 0 22 Jul 2021
Semantic Diversity Learning for Zero-Shot Multi-label Classification Avi Ben-Cohen Nadav Zamir Emanuel Ben-Baruch Itamar Friedman Lihi Zelnik-Manor VLM 24 30 0 12 May 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 273 692 0 22 Apr 2021
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 74 528 0 29 Sep 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 43 228 0 19 Jul 2020
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition Bin-Bin Gao Hong-Yu Zhou 24 114 0 03 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 249 12,847 0 26 May 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 50 211 0 30 Mar 2020
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Renchun You Zhiyao Guo Lei Cui Xiang Long Sid Ying-Ze Bao Shilei Wen 37 184 0 17 Dec 2019
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 36 70 0 28 Oct 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 36 287 0 20 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 72 17,950 0 28 May 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 51 996 0 07 Apr 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 38 228 0 26 Feb 2019
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection Yongcheng Liu Lu Sheng Jing Shao Junjie Yan Shiming Xiang Chunhong Pan WSOD VLM 36 114 0 16 Sep 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 61 871 0 21 May 2018
Multi-label Image Recognition by Recurrently Discovering Attentional Regions Zhouxia Wang Tianshui Chen Guanbin Li Ruijia Xu Liang Lin 45 290 0 08 Nov 2017
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 56 1,294 0 03 Nov 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 93 2,817 0 15 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 360 129,831 0 12 Jun 2017
Deep Extreme Multi-label Learning Wenjie Zhang Junchi Yan Xiangfeng Wang H. Zha 26 121 0 12 Apr 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 47 834 0 13 Mar 2017
CYCLADES: Conflict-free Asynchronous Machine Learning Yang Zhang Maximilian Lam Stephen Tu Dimitris Papailiopoulos Ce Zhang Michael I. Jordan M. Shah Christopher Ré Benjamin Recht 31 108 0 31 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Exploit Bounding Box Annotations for Multi-label Object Recognition Hao Yang Qiufeng Wang Yu Zhang Bin-Bin Gao Jianxin Wu Jianfei Cai 42 164 0 22 Apr 2015
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 46 1,609 0 15 Feb 2014
Zero-Shot Learning by Convex Combination of Semantic Embeddings Mohammad Norouzi Tomas Mikolov Samy Bengio Y. Singer Jonathon Shlens Andrea Frome G. Corrado J. Dean VLM 51 936 0 19 Dec 2013
Large-scale Multi-label Learning with Missing Labels Hsiang-Fu Yu Prateek Jain Purushottam Kar Inderjit S. Dhillon MQ 66 492 0 18 Jul 2013