Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2009.09796
Cited By
Multi-Task Learning with Deep Neural Networks: A Survey
10 September 2020
M. Crawshaw
CVBM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Multi-Task Learning with Deep Neural Networks: A Survey"
50 / 313 papers shown
Robust Stuttering Detection via Multi-task and Adversarial Learning
European Signal Processing Conference (EUSIPCO), 2022
S. A. Sheikh
Md. Sahidullah
F. Hirsch
Slim Ouni
187
15
0
04 Apr 2022
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
European Conference on Computer Vision (ECCV), 2022
Zhiqi Li
Wenhai Wang
Hongyang Li
Enze Xie
Chonghao Sima
Tong Lu
Qiao Yu
Jifeng Dai
523
1,672
0
31 Mar 2022
Requirements Elicitation in Cognitive Service for Recommendation
Jiahao Wang
Zhiying Tu
Yunzhe Xu
Dian-Hui Chu
Xiaofei Xu
214
0
0
29 Mar 2022
FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2022
Matin Mortaheb
Cemil Vahapoglu
S. Ulukus
167
15
0
24 Mar 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Xueyi Liu
Xiaomeng Xu
Anyi Rao
Chuang Gan
L. Yi
3DPC
482
20
0
13 Mar 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Michal vStefánik
Vít Novotný
Nikola Groverová
Petr Sojka
254
10
0
08 Mar 2022
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
S. Graham
Q. Vu
Mostafa Jahanifar
Shan E Ahmed Raza
F. Minhas
David R. J. Snead
Nasir M. Rajpoot
MedIm
235
117
0
28 Feb 2022
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering
The Web Conference (WWW), 2022
SeongKu Kang
Dongha Lee
Wonbin Kweon
Junyoung Hwang
Hwanjo Yu
171
14
0
26 Feb 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images
Hongzhi Zhu
R. Rohling
Septimiu Salcudean
102
9
0
15 Feb 2022
A multi-task semi-supervised framework for Text2Graph & Graph2Text
Oriol Domingo
Marta R. Costa-jussá
Carlos Escolano
165
2
0
12 Feb 2022
Survey of Hallucination in Natural Language Generation
ACM Computing Surveys (ACM CSUR), 2022
Ziwei Ji
Nayeon Lee
Rita Frieske
Tiezheng Yu
D. Su
...
Delong Chen
Wenliang Dai
Ho Shu Chan
Andrea Madotto
Pascale Fung
HILM
LRM
890
3,454
0
08 Feb 2022
Multi-Task Learning as a Bargaining Game
International Conference on Machine Learning (ICML), 2022
Aviv Navon
Aviv Shamsian
Idan Achituve
Haggai Maron
Kenji Kawaguchi
Gal Chechik
Ethan Fetaya
341
211
0
02 Feb 2022
PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent
Daoming Lyu
Bo Liu
Jianshu Chen
LRM
253
1
0
01 Feb 2022
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Huy P Phan
Thi Ngoc Tho Nguyen
P. Koch
Alfred Mertins
143
9
0
29 Jan 2022
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
AAAI Conference on Artificial Intelligence (AAAI), 2022
Gyri Reiersen
David Dao
Björn Lütjens
Konstantin Klemmer
Kenza Amara
Attila Steinegger
Ce Zhang
Xiaoxia Zhu
179
37
0
26 Jan 2022
Unified Question Generation with Continual Lifelong Learning
The Web Conference (WWW), 2022
Wei Yuan
Hongzhi Yin
Tieke He
Tong Chen
Qiufeng Wang
Li-zhen Cui
247
11
0
24 Jan 2022
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding
Future Internet (FI), 2022
Frank Xing
Shweta Pardeshi
Xiaoshi Zhong
116
23
0
14 Jan 2022
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2021
Huanlai Xing
Zhiwen Xiao
R. Qu
Zonghai Zhu
Bowen Zhao
FedML
225
125
0
30 Dec 2021
Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text
Qing Li
Boqing Gong
Huayu Chen
Dan Kondratyuk
Xianzhi Du
Ming-Hsuan Yang
Matthew A. Brown
ViT
109
18
0
14 Dec 2021
Semantic Segmentation of Legal Documents via Rhetorical Roles
Vijit Malik
Rishabh Sanjay
S. Guha
Angshuman Hazarika
S. Nigam
Arnab Bhattacharya
Ashutosh Modi
AILaw
165
61
0
03 Dec 2021
Gesture Recognition with a Skeleton-Based Keyframe Selection Module
Yunsoo Kim
Hyun Myung
SLR
146
1
0
03 Dec 2021
Inducing Causal Structure for Interpretable Neural Networks
Atticus Geiger
Zhengxuan Wu
Hanson Lu
J. Rozner
Elisa Kreiss
Thomas Icard
Noah D. Goodman
Christopher Potts
CML
OOD
374
93
0
01 Dec 2021
Deep Molecular Representation Learning via Fusing Physical and Chemical Information
Neural Information Processing Systems (NeurIPS), 2021
Shuwen Yang
Ziyao Li
Guojie Song
Lingsheng Cai
AI4CE
274
33
0
28 Nov 2021
Sharing to learn and learning to share; Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review
Richa Upadhyay
Ronald Phlypo
Rajkumar Saini
Marcus Liwicki
CLL
417
5
0
23 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision
Jing Shao
Siyu Chen
Yangguang Li
Kun Wang
Zhen-fei Yin
...
F. Yu
Junjie Yan
Dahua Lin
Xiaogang Wang
Yu Qiao
231
39
0
16 Nov 2021
Balancing Average and Worst-case Accuracy in Multitask Learning
Paul Michel
Sebastian Ruder
Dani Yogatama
193
13
0
12 Oct 2021
ALL-IN-ONE: Multi-Task Learning BERT models for Evaluating Peer Assessments
Educational Data Mining (EDM), 2021
Qinjin Jia
Jiali Cui
Yunkai Xiao
Chengyuan Liu
Parvez Rashid
E. Gehringer
136
49
0
08 Oct 2021
Self-Evolutionary Optimization for Pareto Front Learning
Simyung Chang
Kiyoon Yoo
Jiho Jang
Nojun Kwak
185
5
0
07 Oct 2021
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
Victor Schmidt
A. Luccioni
Mélisande Teng
Tianyu Zhang
Alexia Reynaud
...
Gautier Cosne
Adrien Juraver
V. Vardanyan
Alex Hernandez-Garcia
Yoshua Bengio
GAN
AI4CE
167
25
0
06 Oct 2021
Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes
Satpreet H. Singh
F. V. Breugel
Rajesh P. N. Rao
Bingni W. Brunton
285
4
0
25 Sep 2021
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance
Transportation Research Part B: Methodological (TRPBM), 2021
Ioanna Arkoudi
C. L. Azevedo
Francisco Câmara Pereira
152
23
0
24 Sep 2021
Improved optimization strategies for deep Multi-Task Networks
Lucas Pascal
Pietro Michiardi
Xavier Bost
B. Huet
Maria A. Zuluaga
196
6
0
21 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review
Yue Deng
297
32
0
20 Sep 2021
SLAW: Scaled Loss Approximate Weighting for Efficient Multi-Task Learning
M. Crawshaw
Jana Kosecka
145
9
0
16 Sep 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT
Mingyuan Meng
B. Gu
Lei Bi
Shaoli Song
Dagan Feng
Jinman Kim
MedIm
256
45
0
16 Sep 2021
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification
Firoj Alam
Tanvirul Alam
Md. Arid Hasan
A. Hasnat
Muhammad Imran
Ferda Ofli
VLM
280
69
0
29 Aug 2021
ProAI: An Efficient Embedded AI Hardware for Automotive Applications -- a Benchmark Study
Sven Mantowsky
Falk Heuer
S. S. Bukhari
M. Keckeisen
Georg Schneider
174
3
0
11 Aug 2021
How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation?
Mahdi Pourmirzaei
Farzaneh Esmaili
G. Montazer
Sasan Karamizadeh
Seyedehsamaneh Shojaeilangari
278
1
0
10 Aug 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions
Information Fusion (Inf. Fusion), 2021
Anil Rahate
Rahee Walambe
S. Ramanna
K. Kotecha
385
174
0
29 Jul 2021
Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes
Xin-Chun Li
Le Gan
De-Chuan Zhan
Yunfeng Shao
Bingshuai Li
Shaoming Song
OOD
138
10
0
26 Jul 2021
Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery
Gyri Reiersen
David Dao
Björn Lütjens
Konstantin Klemmer
Xiaoxiang Zhu
Ce Zhang
87
6
0
23 Jul 2021
End-To-End Data-Dependent Routing in Multi-Path Neural Networks
Dumindu Tissera
Rukshan Wijesinghe
Kasun Vithanage
A. Xavier
Subha Fernando
Ranga Rodrigo
MoE
237
0
0
06 Jul 2021
Multitask Learning for Scalable and Dense Multilayer Bayesian Map Inference
IEEE Transactions on robotics (TRO), 2021
Lu Gan
Youngji Kim
J. Grizzle
Jeffrey M. Walls
Ayoung Kim
Ryan Eustice
Maani Ghaffari
320
17
0
28 Jun 2021
Specializing Multilingual Language Models: An Empirical Study
Ethan C. Chau
Noah A. Smith
371
29
0
16 Jun 2021
Efficient Training of Visual Transformers with Small Datasets
Neural Information Processing Systems (NeurIPS), 2021
Yahui Liu
E. Sangineto
Wei Bi
Andrii Zadaianchuk
Bruno Lepri
Marco De Nadai
ViT
180
213
0
07 Jun 2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data
L. E. L. Rosa
Camile Sothe
R. Feitosa
C. Almeida
M. B. Schimalski
Dario Augusto Borges Oliveira
151
45
0
01 Jun 2021
Efficient and robust multi-task learning in the brain with modular latent primitives
Christian David Márton
Léo Gagnon
Guillaume Lajoie
Kanaka Rajan
117
9
0
28 May 2021
Learning a Universal Template for Few-shot Dataset Generalization
International Conference on Machine Learning (ICML), 2021
Eleni Triantafillou
Hugo Larochelle
R. Zemel
Vincent Dumoulin
201
110
0
14 May 2021
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
Social Science Research Network (SSRN), 2021
Mahdi Pourmirzaei
G. Montazer
Farzaneh Esmaili
CVBM
265
34
0
13 May 2021
Accent Recognition with Hybrid Phonetic Features
Italian National Conference on Sensors (INS), 2021
Zhan Zhang
Xi Chen
Yuehai Wang
Jianyi Yang
213
20
0
05 May 2021
Previous
1
2
3
4
5
6
7
Next
