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Automated Search for Resource-Efficient Branched Multi-Task Networks
v1v2 (latest)

Automated Search for Resource-Efficient Branched Multi-Task Networks

24 August 2020
David Brüggemann
Menelaos Kanakis
Stamatios Georgoulis
Luc Van Gool
ArXiv (abs)PDFHTML

Papers citing "Automated Search for Resource-Efficient Branched Multi-Task Networks"

42 / 42 papers shown
Title
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
Hanwen Zhong
Jiaxin Chen
Yutong Zhang
Di Huang
Yunhong Wang
MoE
95
0
0
12 Jan 2025
Preventing Conflicting Gradients in Neural Marked Temporal Point
  Processes
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes
T. Bosser
Souhaib Ben Taieb
AI4TS
120
0
0
11 Dec 2024
Box for Mask and Mask for Box: weak losses for multi-task partially
  supervised learning
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learning
Hoàng-Ân Lê
P. Berg
Minh Pham
126
1
0
26 Nov 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning
Yuxiang Lu
Shengcao Cao
Yu-Xiong Wang
124
1
0
18 Oct 2024
SGW-based Multi-Task Learning in Vision Tasks
SGW-based Multi-Task Learning in Vision Tasks
Ruiyuan Zhang
Yuyao Chen
Yuchi Huo
Jiaxiang Liu
Dianbing Xi
Jie Liu
Chao Wu
81
1
0
03 Oct 2024
CerberusDet: Unified Multi-Task Object Detection
CerberusDet: Unified Multi-Task Object Detection
Irina Tolstykh
Mikhail Chernyshov
Maksim Kuprashevich
VLMObjD
86
0
0
17 Jul 2024
DMTG: One-Shot Differentiable Multi-Task Grouping
DMTG: One-Shot Differentiable Multi-Task Grouping
Yuan Gao
Shuguo Jiang
Moran Li
Jin-Gang Yu
Gui-Song Xia
106
2
0
06 Jul 2024
Giving each task what it needs -- leveraging structured sparsity for
  tailored multi-task learning
Giving each task what it needs -- leveraging structured sparsity for tailored multi-task learning
Richa Upadhyay
Ronald Phlypo
Rajkumar Saini
Marcus Liwicki
MoE
66
0
0
05 Jun 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference
  Cost
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Yuan Gao
Weizhong Zhang
Wenhan Luo
Lin Ma
Jin-Gang Yu
Gui-Song Xia
Jiayi Ma
75
1
0
09 May 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning
Joint-Task Regularization for Partially Labeled Multi-Task Learning
Kento Nishi
Junsik Kim
Wanhua Li
Hanspeter Pfister
107
2
0
02 Apr 2024
Multi-Task Dense Prediction via Mixture of Low-Rank Experts
Multi-Task Dense Prediction via Mixture of Low-Rank Experts
Yuqi Yang
Peng-Tao Jiang
Qibin Hou
Hao Zhang
Jinwei Chen
Yue Liu
MoE
73
20
0
26 Mar 2024
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and
  Monocular Depth Estimation
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation
S. Landgraf
Markus Hillemann
Theodor Kapler
Markus Ulrich
UQCV
65
9
0
16 Feb 2024
Entire Chain Uplift Modeling with Context-Enhanced Learning for
  Intelligent Marketing
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing
Yinqiu Huang
Shuli Wang
Min Gao
Xue Wei
Changhao Li
Chuan Luo
Yinhua Zhu
Xiong Xiao
Yi Luo
71
3
0
04 Feb 2024
Rethinking of Feature Interaction for Multi-task Learning on Dense
  Prediction
Rethinking of Feature Interaction for Multi-task Learning on Dense Prediction
Jingdong Zhang
Jiayuan Fan
Peng Ye
Bo Zhang
Hancheng Ye
Baopu Li
Yancheng Cai
Tao Chen
68
3
0
21 Dec 2023
FedHCA$^2$: Towards Hetero-Client Federated Multi-Task Learning
FedHCA2^22: Towards Hetero-Client Federated Multi-Task Learning
Yuxiang Lu
Suizhi Huang
Yuwen Yang
Shalayiding Sirejiding
Yue Ding
Hongtao Lu
FedML
102
4
0
22 Nov 2023
Data exploitation: multi-task learning of object detection and semantic
  segmentation on partially annotated data
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data
Hoàng-Ân Lê
Minh-Tan Pham
62
2
0
07 Nov 2023
FairBranch: Fairness Conflict Correction on Task-group Branches for Fair
  Multi-Task Learning
FairBranch: Fairness Conflict Correction on Task-group Branches for Fair Multi-Task Learning
Arjun Roy
C. Koutlis
Symeon Papadopoulos
Eirini Ntoutsi
68
0
0
20 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning
Yash Garg
Nebiyou Yismaw
Rakib Hyder
Ashley Prater-Bennette
M. Salman Asif
58
2
0
09 Oct 2023
Multi-task Learning with 3D-Aware Regularization
Multi-task Learning with 3D-Aware Regularization
Weihong Li
Jingyu Sun
A. Leonardis
Hakan Bilen
71
3
0
02 Oct 2023
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study
  on Object Detection
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection
Hoàng-Ân Lê
Minh-Tan Pham
109
2
0
12 Sep 2023
Efficient Controllable Multi-Task Architectures
Efficient Controllable Multi-Task Architectures
Abhishek Aich
S. Schulter
Amit K. Roy-Chowdhury
Manmohan Chandraker
Yumin Suh
86
6
0
22 Aug 2023
Prompt Guided Transformer for Multi-Task Dense Prediction
Prompt Guided Transformer for Multi-Task Dense Prediction
Yuxiang Lu
Shalayiding Sirejiding
Yue Ding
Chunlin Wang
Hongtao Lu
98
20
0
28 Jul 2023
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene
  Understanding
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding
Hanrong Ye
Dan Xu
ViT
105
13
0
08 Jun 2023
FAMO: Fast Adaptive Multitask Optimization
FAMO: Fast Adaptive Multitask Optimization
B. Liu
Yihao Feng
Peter Stone
Qian Liu
117
39
0
06 Jun 2023
Multi-Task Structural Learning using Local Task Similarity induced
  Neuron Creation and Removal
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal
Naresh Gurulingan
Bahram Zonooz
Elahe Arani
83
2
0
30 Apr 2023
Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection,
  Segmentation, and Depth Estimation
Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation
Hanrong Ye
Dan Xu
3DV
103
0
0
03 Apr 2023
Recon: Reducing Conflicting Gradients from the Root for Multi-Task
  Learning
Recon: Reducing Conflicting Gradients from the Root for Multi-Task Learning
Guangyuan Shi
Qimai Li
Wenlong Zhang
Jiaxin Chen
Xiao-Ming Wu
98
36
0
22 Feb 2023
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers
  using Synthetic Scene Data
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
Roei Herzig
Ofir Abramovich
Elad Ben-Avraham
Assaf Arbelle
Leonid Karlinsky
Ariel Shamir
Trevor Darrell
Amir Globerson
136
18
0
08 Dec 2022
Composite Learning for Robust and Effective Dense Predictions
Composite Learning for Robust and Effective Dense Predictions
Menelaos Kanakis
Thomas E. Huang
David Brüggemann
Feng Yu
Luc Van Gool
SSL
69
3
0
13 Oct 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task
  Neural Architecture Search
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search
Thanh Tien Vu
Yan-Quan Zhou
Chun-Yung Wen
Yueqi Li
Jan-Michael Frahm
81
4
0
04 Oct 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction
Multi-Task Learning with Multi-Query Transformer for Dense Prediction
Yangyang Xu
Xiangtai Li
Haobo Yuan
Yibo Yang
Lefei Zhang
ViT
150
49
0
28 May 2022
Medusa: Universal Feature Learning via Attentional Multitasking
Medusa: Universal Feature Learning via Attentional Multitasking
Jaime Spencer
Richard Bowden
Simon Hadfield
CLL
77
1
0
12 Apr 2022
Universal Representations: A Unified Look at Multiple Task and Domain
  Learning
Universal Representations: A Unified Look at Multiple Task and Domain Learning
Wei-Hong Li
Xialei Liu
Hakan Bilen
SSLOOD
90
28
0
06 Apr 2022
Controllable Dynamic Multi-Task Architectures
Controllable Dynamic Multi-Task Architectures
Dripta S. Raychaudhuri
Yumin Suh
S. Schulter
Xiang Yu
M. Faraki
Amit K. Roy-Chowdhury
Manmohan Chandraker
77
33
0
28 Mar 2022
A Tree-Structured Multi-Task Model Recommender
A Tree-Structured Multi-Task Model Recommender
Lijun Zhang
Xiao Liu
Hui Guan
LRMVLM
78
10
0
10 Mar 2022
Learning Multiple Dense Prediction Tasks from Partially Annotated Data
Learning Multiple Dense Prediction Tasks from Partially Annotated Data
Weihong Li
Xialei Liu
Hakan Bilen
110
41
0
29 Nov 2021
Deep Safe Multi-Task Learning
Deep Safe Multi-Task Learning
Zhixiong Yue
Feiyang Ye
Yu Zhang
Christy Jie Liang
Ivor W. Tsang
38
3
0
20 Nov 2021
Multi-Task Classification of Sewer Pipe Defects and Properties using a
  Cross-Task Graph Neural Network Decoder
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
Joakim Bruslund Haurum
Meysam Madadi
Sergio Escalera
T. Moeslund
AI4CE
102
8
0
15 Nov 2021
AutoMTL: A Programming Framework for Automating Efficient Multi-Task
  Learning
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
Lijun Zhang
Xiao Liu
Hui Guan
89
21
0
25 Oct 2021
Learning to Relate Depth and Semantics for Unsupervised Domain
  Adaptation
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation
Suman Saha
Anton Obukhov
D. Paudel
Menelaos Kanakis
Yuhua Chen
Stamatios Georgoulis
Luc Van Gool
OOD
74
58
0
17 May 2021
Exploring Relational Context for Multi-Task Dense Prediction
Exploring Relational Context for Multi-Task Dense Prediction
David Brüggemann
Menelaos Kanakis
Anton Obukhov
Stamatios Georgoulis
Luc Van Gool
125
77
0
28 Apr 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
118
108
0
22 Jan 2021
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