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1704.03718
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Deep Extreme Multi-label Learning
12 April 2017
Wenjie Zhang
Junchi Yan
Xiangfeng Wang
H. Zha
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Papers citing
"Deep Extreme Multi-label Learning"
34 / 34 papers shown
Multi-label Learning with Random Circular Vectors
Ken Nishida
Kojiro Machi
Kazuma Onishi
Katsuhiko Hayashi
Hidetaka Kamigaito
244
0
0
08 Jul 2024
Multi-Label Out-of-Distribution Detection with Spectral Normalized Joint Energy
Yihan Mei
Xinyu Wang
De-Fu Zhang
Xiaoling Wang
OODD
291
5
0
08 May 2024
Scalable Label Distribution Learning for Multi-Label Classification
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xingyu Zhao
Yuexuan An
Lei Qi
Xin Geng
133
4
0
28 Nov 2023
Dual-Encoders for Extreme Multi-Label Classification
International Conference on Learning Representations (ICLR), 2023
Nilesh Gupta
Devvrit Khatri
A. S. Rawat
Srinadh Bhojanapalli
Prateek Jain
Inderjit Dhillon
VLM
297
7
0
16 Oct 2023
Minimal Learning Machine for Multi-Label Learning
J. Hämäläinen
Amauri Souza
C. L. C. Mattos
João Gomes
T. Kärkkäinen
214
2
0
09 May 2023
Light-weight Deep Extreme Multilabel Classification
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Istasis Mishra
Arpan Dasgupta
Pratik Jawanpuria
Bamdev Mishra
Kiran Ravish
198
2
0
20 Apr 2023
Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xinkai Du
Quanjie Han
Yalin Sun
Chao Lv
Sun Maosong
228
4
0
14 Apr 2023
Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification
Lin Xiao
Pengyu Xu
L. Jing
Xiang-Fei Zhang
97
1
0
19 Nov 2022
NGAME: Negative Mining-aware Mini-batching for Extreme Classification
Web Search and Data Mining (WSDM), 2022
Kunal Dahiya
Nilesh Gupta
Deepak Saini
Akshay Soni
Yajun Wang
...
Sonu Mehta
Ramachandran Ramjee
Sumeet Agarwal
Purushottam Kar
Manik Varma
219
44
0
10 Jul 2022
Research on Domain Information Mining and Theme Evolution of Scientific Papers
Changwei Zheng
Zhe Xue
M. Liang
Feifei Kou
Zeli Guan
AI4CE
154
0
0
18 Apr 2022
Efficient Image Representation Learning with Federated Sampled Softmax
Sagar M. Waghmare
Qi
Huizhong Chen
Mikhail Sirotenko
Tomer Meron
FedML
128
2
0
09 Mar 2022
GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification
Journal of King Saud University: Computer and Information Sciences (JSUCIS), 2022
Qing Wang
Jia Zhu
Hongji Shu
K. Asamoah
J. Shi
Cong Zhou
247
16
0
10 Jan 2022
Rank4Class: A Ranking Formulation for Multiclass Classification
Nan Wang
Zhen Qin
Le Yan
Honglei Zhuang
Xuanhui Wang
Michael Bendersky
Marc Najork
133
4
0
17 Dec 2021
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents
Vithya Yogarajan
Bernhard Pfahringer
Tony Smith
Jacob Montiel
112
4
0
03 Dec 2021
ML-Decoder: Scalable and Versatile Classification Head
T. Ridnik
Gilad Sharir
Avi Ben-Cohen
Emanuel Ben-Baruch
Asaf Noy
VLM
387
137
0
25 Nov 2021
On Riemannian Approach for Constrained Optimization Model in Extreme Classification Problems
Jayadev Naram
Tanmay Sinha
Pawan Kumar
197
1
0
30 Sep 2021
Priberam at MESINESP Multi-label Classification of Medical Texts Task
Conference and Labs of the Evaluation Forum (CLEF), 2021
Rúben Cardoso
Zita Marinho
Afonso Mendes
Sebastião Miranda
124
1
0
12 May 2021
Multi-target prediction for dummies using two-branch neural networks
Machine-mediated learning (ML), 2021
Dimitrios Iliadis
B. De Baets
Willem Waegeman
171
13
0
19 Apr 2021
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification
Irene Li
Aosong Feng
Hao Wu
Tianxiao Li
Toyotaro Suzumura
Ruihai Dong
174
12
0
26 Mar 2021
Does Head Label Help for Long-Tailed Multi-Label Text Classification
AAAI Conference on Artificial Intelligence (AAAI), 2021
Lin Xiao
Xiangliang Zhang
L. Jing
Chi Huang
Mingyang Song
VLM
137
68
0
24 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data
L. Dery
192
9
0
03 Jan 2021
Asymmetric Loss For Multi-Label Classification
Emanuel Ben-Baruch
T. Ridnik
Nadav Zamir
Asaf Noy
Itamar Friedman
M. Protter
Lihi Zelnik-Manor
420
708
0
29 Sep 2020
Deep Momentum Uncertainty Hashing
Pattern Recognition (Pattern Recognit.), 2020
Chaoyou Fu
Guoli Wang
Xiang Wu
Qian Zhang
Ran He
303
17
0
17 Sep 2020
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
Neural Information Processing Systems (NeurIPS), 2020
Shashanka Ubaru
S. Dash
A. Mazumdar
Oktay Gunluk
136
8
0
24 Jun 2020
Calibrated neighborhood aware confidence measure for deep metric learning
Maryna Karpusha
Sunghee Yun
István Fehérvári
UQCV
FedML
225
3
0
08 Jun 2020
Extreme Multi-label Classification from Aggregated Labels
International Conference on Machine Learning (ICML), 2020
Yanyao Shen
Hsiang-Fu Yu
Sujay Sanghavi
Inderjit Dhillon
216
10
0
01 Apr 2020
On-the-fly Global Embeddings Using Random Projections for Extreme Multi-label Classification
Yashaswi Verma
212
0
0
17 Dec 2019
Micro-expression Action Unit Detection with Spatio-temporal Adaptive Pooling
Yante Li
Xiaohua Huang
Guoying Zhao
219
3
0
11 Jul 2019
Towards Interpretable Deep Extreme Multi-label Learning
IEEE International Conference on Information Reuse and Integration (IRI), 2019
Yihuang Kang
I-Ling Cheng
W. Mao
Bowen Kuo
Pei-Ju Lee
100
0
0
03 Jul 2019
Large-Scale Multi-Label Text Classification on EU Legislation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Ilias Chalkidis
Manos Fergadiotis
Prodromos Malakasiotis
Ion Androutsopoulos
AILaw
214
245
0
05 Jun 2019
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification
AAAI Conference on Artificial Intelligence (AAAI), 2019
Boli Chen
Xin Huang
Lin Xiao
Zixin Cai
L. Jing
199
75
0
26 May 2019
LdSM: Logarithm-depth Streaming Multi-label Decision Trees
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Maryam Majzoubi
A. Choromańska
370
12
0
24 May 2019
Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification
Neural Processing Letters (NPL), 2019
Xin Huang
Boli Chen
Lin Xiao
L. Jing
172
38
0
24 May 2019
Leveraging Distributional Semantics for Multi-Label Learning
Rahul Wadbude
Vivek Gupta
Piyush Rai
Nagarajan Natarajan
H. Karnick
Prateek Jain
97
1
0
18 Sep 2017
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