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1504.03293
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Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
13 April 2015
Xicheng Zhang
Kihyuk Sohn
Ruben Villegas
Gang Pan
Honglak Lee
ObjD
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Papers citing
"Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction"
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Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models
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04 Mar 2024
Gradient-Free Textual Inversion
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Zhengcong Fei
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Junshi Huang
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Black-Box Tuning for Language-Model-as-a-Service
International Conference on Machine Learning (ICML), 2022
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10 Jan 2022
RoomStructNet: Learning to Rank Non-Cuboidal Room Layouts From Single View
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Chun-Kai Wang
Kenan Deng
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A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
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Xi Li
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233
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16 Jul 2021
Humble Teachers Teach Better Students for Semi-Supervised Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Yihe Tang
Weifeng Chen
Yijun Luo
Yuting Zhang
267
211
0
19 Jun 2021
Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization
Neural Information Processing Systems (NeurIPS), 2021
Bing-Jing Hsieh
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213
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08 Jun 2021
Derivative-Free Reinforcement Learning: A Review
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Yang Yu
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10 Feb 2021
Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
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Seungjin Choi
Minsu Cho
271
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0
26 Nov 2020
Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991-2020)
R. Alizadehsani
M. Roshanzamir
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M. Panahiazar
S. Nahavandi
D. Srinivasan
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23 Aug 2020
Bayesian Optimization with a Prior for the Optimum
Artur L. F. Souza
Luigi Nardi
Leonardo B. Oliveira
K. Olukotun
Marius Lindauer
Katharina Eggensperger
217
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0
25 Jun 2020
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Maryam Parsa
Catherine D. Schuman
Prasanna Date
Derek C. Rose
Bill Kay
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Steven R. Young
Ryan Dellana
William M. Severa
T. Potok
Kaushik Roy
137
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21 Apr 2020
Leveraging End-to-End Speech Recognition with Neural Architecture Search
Ahmed Baruwa
Mojeed Abisiga
Ibrahim Gbadegesin
A. Fakunle
115
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11 Dec 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization
Neural Processing Letters (NPL), 2019
Dianbo Liu
Yuanwei Wu
Wenchi Ma
Guanghui Wang
287
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04 Oct 2019
Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding
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M. J. Bocus
Yilong Zhu
Jianhao Jiao
Li Wang
Fulong Ma
Shanshan Cheng
Meilin Liu
153
545
0
18 Apr 2019
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks
Shivang Agarwal
Jean Ogier du Terrail
F. Jurie
ObjD
348
138
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10 Sep 2018
Object Detection with Deep Learning: A Review
Zhong-Qiu Zhao
Peng Zheng
Shou-tao Xu
Xindong Wu
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Bayesian Optimization of Combinatorial Structures
Ricardo Baptista
Matthias Poloczek
228
156
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22 Jun 2018
Unsupervised Discovery of Object Landmarks as Structural Representations
Xicheng Zhang
Yijie Guo
Yixin Jin
Yijun Luo
Zhiyuan He
Honglak Lee
OCL
244
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12 Apr 2018
Visual Object Categorization Based on Hierarchical Shape Motifs Learned From Noisy Point Cloud Decompositions
Christian A. Mueller
A. Birk
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79
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03 Apr 2018
A Survey of Deep Learning Techniques for Mobile Robot Applications
Jahanzaib Shabbir
T. Anwer
218
38
0
20 Mar 2018
Dynamic Zoom-in Network for Fast Object Detection in Large Images
M. Gao
Ruichi Yu
Ang Li
Vlad I. Morariu
L. Davis
ObjD
198
136
0
14 Nov 2017
Progressive Representation Adaptation for Weakly Supervised Object Localization
Dong Li
Jia-Bin Huang
Yali Li
Shengjin Wang
Ming-Hsuan Yang
ObjD
159
18
0
12 Oct 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey
Hirokatsu Kataoka
Soma Shirakabe
Yun He
S. Ueta
Teppei Suzuki
...
Ryousuke Takasawa
Masataka Fuchida
Yudai Miyashita
Kazushige Okayasu
Yuta Matsuzaki
239
1
0
20 Jul 2017
Learning in High-Dimensional Multimedia Data: The State of the Art
Lianli Gao
Jingkuan Song
Xingyi Liu
Junming Shao
Jiajun Liu
Jie Shao
120
126
0
10 Jul 2017
RON: Reverse Connection with Objectness Prior Networks for Object Detection
Tao Kong
F. Sun
Anbang Yao
Huaping Liu
Ming Lu
Yurong Chen
ObjD
188
413
0
06 Jul 2017
Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries
Xicheng Zhang
Luyao Yuan
Yijie Guo
Zhiyuan He
I-An Huang
Honglak Lee
ObjD
162
59
0
12 Apr 2017
Gaussian Processes with Context-Supported Priors for Active Object Localization
A. Rhodes
Jordan M. Witte
Melanie Mitchell
Bruno Jedynak
GP
134
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25 Mar 2017
Design and Development of an automated Robotic Pick & Stow System for an e-Commerce Warehouse
S. Kumar
A. Majumder
S. Dutta
R. Raja
Sharath Jotawar
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Venkat Raju
Olyvia Kundu
Ehtesham Hassan
K. Venkatesh
Rajesh Sinha
110
13
0
07 Mar 2017
Improving Object Detection with Region Similarity Learning
Feng Gao
Yihang Lou
Yan Bai
Shiqi Wang
Tiejun Huang
Ling-yu Duan
ObjD
99
2
0
01 Mar 2017
Action-Driven Object Detection with Top-Down Visual Attentions
Donggeun Yoo
Sunggyun Park
K. Paeng
Joon-Young Lee
In So Kweon
ObjD
180
6
0
20 Dec 2016
Co-localization with Category-Consistent Features and Geodesic Distance Propagation
Hieu M. Le
Chen-Ping Yu
G. Zelinsky
Dimitris Samaras
ObjD
166
22
0
10 Dec 2016
Object Detection via Aspect Ratio and Context Aware Region-based Convolutional Networks
Bo Li
Tianfu Wu
Shuai Shao
Lun Zhang
Rufeng Chu
ObjD
146
5
0
02 Dec 2016
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation
Yu-An Chung
Shao-Wen Yang
Hsuan-Tien Lin
118
2
0
16 Nov 2016
Crafting GBD-Net for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
Xingyu Zeng
Wanli Ouyang
Junjie Yan
Jiaming Song
Tong Xiao
...
Yucong Zhou
Binh Yang
Zhe Wang
Hui Zhou
Xiaogang Wang
ObjD
192
142
0
08 Oct 2016
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2016
Yuanzhouhan Cao
Chunhua Shen
Heng Tao Shen
MDE
105
69
0
06 Oct 2016
A Local-Global Approach to Semantic Segmentation in Aerial Images
Alina Marcu
SSeg
128
12
0
19 Jul 2016
End-to-end training of object class detectors for mean average precision
Asian Conference on Computer Vision (ACCV), 2016
Paul Henderson
V. Ferrari
ObjD
182
319
0
12 Jul 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey
Hirokatsu Kataoka
Yudai Miyashita
Tomoaki K. Yamabe
Soma Shirakabe
Shin-ichi Sato
...
Kaori Abe
Takaaki Imanari
Naomichi Kobayashi
Shinichiro Morita
Akio Nakamura
151
2
0
26 May 2016
Dual Local-Global Contextual Pathways for Recognition in Aerial Imagery
Alina Marcu
Marius Leordeanu
131
41
0
18 May 2016
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection
Tao Kong
Anbang Yao
Yurong Chen
F. Sun
ObjD
212
840
0
03 Apr 2016
Weakly Supervised Localization using Deep Feature Maps
Archith J. Bency
H. Kwon
Hyungtae Lee
S. Karthikeyan
B. S. Manjunath
WSOL
207
72
0
01 Mar 2016
Factors in Finetuning Deep Model for object detection
Wanli Ouyang
Xiaogang Wang
Cong Zhang
Xiaokang Yang
127
207
0
20 Jan 2016
Exploring Person Context and Local Scene Context for Object Detection
Saurabh Gupta
Bharath Hariharan
Jitendra Malik
ObjD
143
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0
25 Nov 2015
LocNet: Improving Localization Accuracy for Object Detection
Spyros Gidaris
N. Komodakis
ObjD
264
147
0
24 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition
Zhiwei Deng
Arash Vahdat
Hexiang Hu
Greg Mori
BDL
GNN
204
249
0
13 Nov 2015
Object detection via a multi-region & semantic segmentation-aware CNN model
Spyros Gidaris
N. Komodakis
ObjD
SSeg
315
762
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07 May 2015
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