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1805.11614
Cited By
Deep Learning under Privileged Information Using Heteroscedastic Dropout
29 May 2018
John Lambert
Ozan Sener
Silvio Savarese
Re-assign community
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Papers citing
"Deep Learning under Privileged Information Using Heteroscedastic Dropout"
34 / 34 papers shown
LOKI: Proactively Discovering Online Scam Websites by Mining Toxic Search Queries
Pujan Paudel
Gianluca Stringhini
117
0
0
15 Sep 2025
Rethinking Knowledge Transfer in Learning Using Privileged Information
Danil Provodin
Bram van den Akker
Christina Katsimerou
M. Kaptein
Mykola Pechenizkiy
161
1
0
26 Aug 2024
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo
Miguel Vasco
Takuma Seno
Kenta Kawamoto
K. Subramanian
Peter R. Wurman
Peter Stone
293
14
0
18 Jun 2024
Distilling Privileged Information for Dubins Traveling Salesman Problems with Neighborhoods
M. Shin
Su-Jeong Park
Seung-Keol Ryu
Heeyeon Kim
Han-Lim Choi
317
1
0
25 Apr 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
Gianni Franchi
Olivier Laurent
Maxence Leguéry
Andrei Bursuc
Andrea Pilzer
Angela Yao
UQCV
BDL
220
16
0
23 Dec 2023
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects
International Journal of Computer Vision (IJCV), 2023
Elisa Warner
Joonsan Lee
William Hsu
Tanveer Syeda-Mahmood
Charles Kahn
Olivier Gevaert
Arvind Rao
LM&MA
650
37
0
04 Nov 2023
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
H. R. Medeiros
F. Guerrero-Peña
Masih Aminbeidokhti
Thomas Dubail
Eric Granger
M. Pedersoli
VLM
208
10
0
07 Oct 2023
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Mahdi Alehdaghi
Arthur Josi
Pourya Shamsolmoali
Rafael M. O. Cruz
Mohammadhadi Shateri
GAN
394
10
0
06 Jul 2023
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts
IEEE International Conference on Computer Vision (ICCV), 2023
Dongyoon Han
Junsuk Choe
Dante Chun
John Joon Young Chung
Minsuk Chang
Sangdoo Yun
Jean Y. Song
Seong Joon Oh
OOD
1.4K
4
1
30 Mar 2023
Human Pose Estimation in Extremely Low-Light Conditions
Computer Vision and Pattern Recognition (CVPR), 2023
Sohyun Lee
Jaesung Rim
Boseung Jeong
Geon-Yeong Kim
Byungju Woo
Haechan Lee
Sung-Jin Cho
Suha Kwak
VLM
337
37
0
27 Mar 2023
When does Privileged Information Explain Away Label Noise?
International Conference on Machine Learning (ICML), 2023
Guillermo Ortiz-Jiménez
Mark Collier
Anant Nawalgaria
Alexander DÁmour
Jesse Berent
Rodolphe Jenatton
E. Kokiopoulou
NoLa
385
11
0
03 Mar 2023
Audio Representation Learning by Distilling Video as Privileged Information
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Amirhossein Hajavi
Ali Etemad
187
7
0
06 Feb 2023
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks
Lecheng Kong
C. King
Bradley A. Fritz
Yixin Chen
200
1
0
27 Jan 2023
Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection
John Lambert
James Hays
203
38
0
14 Dec 2022
Visible-Infrared Person Re-Identification Using Privileged Intermediate Information
Mahdi Alehdaghi
Arthur Josi
Rafael M. O. Cruz
Mohammadhadi Shateri
179
27
0
19 Sep 2022
Teachers in concordance for pseudo-labeling of 3D sequential data
IEEE Robotics and Automation Letters (RA-L), 2022
Awet Haileslassie Gebrehiwot
Patrik Vacek
David Hurych
Karel Zimmermann
P. Pérez
Tomáš Svoboda
3DPC
263
6
0
13 Jul 2022
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information
International Conference on Machine Learning (ICML), 2022
Mark Collier
Rodolphe Jenatton
Efi Kokiopoulou
Jesse Berent
258
16
0
18 Feb 2022
MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival Risk
G. Roy
N. Geard
Karin Verspoor
Shan He
204
11
0
02 Feb 2022
Object DGCNN: 3D Object Detection using Dynamic Graphs
Yue Wang
Justin Solomon
3DPC
340
121
0
13 Oct 2021
Improving the trustworthiness of image classification models by utilizing bounding-box annotations
K. Dharma
Chicheng Zhang
155
5
0
15 Aug 2021
Meta-learning using privileged information for dynamics
Ben Day
Alexander Norcliffe
Jacob Moss
Pietro Lio
176
3
0
29 Apr 2021
Robust Asymmetric Learning in POMDPs
International Conference on Machine Learning (ICML), 2020
Andrew Warrington
J. Lavington
Adam Scibior
Mark Schmidt
Frank Wood
336
37
0
31 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Information Fusion (Inf. Fusion), 2020
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Tianpeng Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDL
UQCV
969
2,320
0
12 Nov 2020
Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection
Yue Wang
Alireza Fathi
Jiajun Wu
Thomas Funkhouser
Justin Solomon
3DPC
173
21
0
24 Sep 2020
Privileged Information Dropout in Reinforcement Learning
Pierre-Alexandre Kamienny
Kai Arulkumaran
Feryal M. P. Behbahani
Wendelin Boehmer
Shimon Whiteson
106
13
0
19 May 2020
Heterogeneous Representation Learning: A Review
Qiufeng Wang
Xi Peng
Yew-Soon Ong
188
0
0
28 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction
Junwei Liang
Lu Jiang
Alexander G. Hauptmann
381
19
0
04 Apr 2020
Fine-grained Species Recognition with Privileged Pooling: Better Sample Efficiency Through Supervised Attention
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Andrés C. Rodríguez
Stefano Dáronco
Konrad Schindler
Jan Dirk Wegner
222
5
0
20 Mar 2020
TRADI: Tracking deep neural network weight distributions for uncertainty estimation
European Conference on Computer Vision (ECCV), 2019
Gianni Franchi
Andrei Bursuc
Emanuel Aldea
Séverine Dubuisson
Isabelle Bloch
UQCV
406
59
0
24 Dec 2019
Predicting the Politics of an Image Using Webly Supervised Data
Neural Information Processing Systems (NeurIPS), 2019
Christopher Thomas
Adriana Kovashka
SSL
221
24
0
31 Oct 2019
Privileged Features Distillation at Taobao Recommendations
Knowledge Discovery and Data Mining (KDD), 2019
Chen Xu
Quan Li
Junfeng Ge
Jinyang Gao
Xiaoyong Yang
Changhua Pei
Fei Sun
Jian Wu
Hanxiao Sun
Wenwu Ou
184
73
0
11 Jul 2019
Hard Pixel Mining for Depth Privileged Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2019
Zhangxuan Gu
Li Niu
H. Zhao
Liqing Zhang
363
37
0
27 Jun 2019
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)
C. Gautam
Aruna Tiwari
M. Tanveer
51
3
0
13 Apr 2019
Discriminative multi-view Privileged Information learning for image re-ranking
Jun Li
Chang Xu
Wankou Yang
Changyin Sun
Jianhua Xu
Kuanqi Cai
133
15
0
26 Jul 2018
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