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Top of the week paper in ArXiv
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http://dx.doi.org/10.1109/cvpr42600.2020.00239
4
Verelst, Thomas, Tuytelaars, Tinne
cs.CV
2019/12/06
1
276
2
On the Convergence of the Monte Carlo Exploring Starts Algorithm...
Open
https://arxiv.org/abs/2002.03585
1.75
Che Wang, Keith Ross
cs.LG
2020/02/10
6
12
6
The Computational Limits of Deep Learning
Open
https://arxiv.org/abs/2007.05558
398.6599999999997
Neil C. Thompson, Kristjan Greenewald, Keeheon Lee, Gabriel F. Manso
cs.LG
2020/07/10
431
416
555
A Unified Linear Speedup Analysis of Stochastic FedAvg and...
Open
https://arxiv.org/abs/2007.05690
1.5
Zhaonan Qu, Kaixiang Lin, Jayant Kalagnanam, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou
cs.LG
2020/07/11
6
19
6
Looking Deeper into Tabular LIME
Open
https://arxiv.org/abs/2008.11092
8.299999999999999
Damien Garreau, Ulrike von Luxburg
stat.ML
2020/08/25
15
13
15
Cluster-Specific Predictions with Multi-Task Gaussian Processes
Open
https://arxiv.org/abs/2011.07866v1
15.1
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
cs.LG
2020/11/16
8
5
9
Exact and Approximate Heterogeneous Bayesian Decentralized Data Fusion
Open
https://arxiv.org/abs/2101.11116?utm_source=dlvr.it&utm_medium=twitter
0.75
Ofer Dagan, Nisar R. Ahmed
cs.RO
2021/01/26
2
2
2
CANINE: Pre-training an Efficient Tokenization-Free Encoder for...
Open
http://arxiv.org/abs/2103.06874
130.12999999999988
Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting
cs.CL
2021/03/11
172
148
206
Towards Socially Intelligent Agents with Mental State Transition...
Open
https://arxiv.org/abs/2103.07011
0.75
Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu
cs.CL
2021/03/12
3
16
6
Online Double Oracle
Open
https://arxiv.org/abs/2103.07780
0.75
Le Cong Dinh, Yaodong Yang, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Haitham Bou Ammar, Jun Wang
cs.AI
2021/03/13
3
4
3
Ensemble deep learning: A review
Open
http://dx.doi.org/10.1016/j.engappai.2022.105151
4.75
M.A. Ganaie, Minghui Hu, A.K. Malik, M. Tanveer, P.N. Suganthan
cs.LG
2021/04/06
11
269
13
Automatic Termination for Hyperparameter Optimization
Open
https://arxiv.org/abs/2104.08166
8.45
Anastasia Makarova, Huibin Shen, Valerio Perrone, Aaron Klein, Jean Baptiste Faddoul, Andreas Krause, Matthias Seeger, Cedric Archambeau
cs.LG
2021/04/16
19
8
22
Making Generated Images Hard To Spot: A Transferable Attack On...
Open
https://arxiv.org/abs/2104.12069
1.5
Xinwei Zhao, Matthew C. Stamm
cs.CV
2021/04/25
3
6
4
Analyzing Semantics of Aggregate Answer Set Programming Using...
Open
https://arxiv.org/abs/2104.14789v1
1
Linde Vanbesien, Maurice Bruynooghe, Marc Denecker
cs.AI
2021/04/30
4
0
7
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained...
Open
https://arxiv.org/abs/2105.06421
1.5
Mahdi Pourmirzaei, Farzaneh Esmaili, Gholam Ali Montazer
cs.CV
2021/05/13
3
9
5
Convergence and Implicit Bias of Gradient Flow on Overparametrized...
Open
https://arxiv.org/abs/2105.06351
0.75
Hancheng Min, Salma Tarmoun, Rene Vidal, Enrique Mallada
cs.LG
2021/05/13
3
11
3
APPL: Adaptive Planner Parameter Learning
Open
https://arxiv.org/abs/2105.07620
15.52
Xuesu Xiao, Zizhao Wang, Zifan Xu, Bo Liu, Garrett Warnell, Gauraang Dhamankar, Anirudh Nair, Peter Stone
cs.RO
2021/05/17
8
34
ZeroWaste Dataset: Towards Deformable Object Segmentation in...
Open
https://arxiv.org/abs/2106.02740
0.5
Dina Bashkirova, Ziliang Zhu, James Akl, Fadi Alladkani, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko, Mohamed Abdelfattah
cs.CV
2021/06/04
2
3
5
ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs
Open
https://arxiv.org/abs/2106.05325
2
Christopher A. Strong, Sydney M. Katz, Anthony L. Corso, Mykel J. Kochenderfer
cs.LG
2021/06/09
8
2
8
Dive into Deep Learning
Open
https://arxiv.org/abs/2106.11342
30.250000000000007
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola
cs.LG
2021/06/21
55
1628
62
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning
Open
https://arxiv.org/abs/2107.04271
0.75
Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor Spence, Blesson Varghese
cs.DC
2021/07/09
3
22
3
Applications of knowledge graphs for food science and industry
Open
http://dx.doi.org/10.1016/j.patter.2022.100484
1.25
Weiqing Min, Chunlin Liu, Leyi Xu, Shuqiang Jiang
cs.CV
2021/07/13
5
4
7
A Gentle Introduction to Conformal Prediction and...
Open
https://arxiv.org/abs/2107.07511
23.029999999999998
Anastasios N. Angelopoulos, Stephen Bates
cs.LG
2021/07/15
29
76
48
Optimizing Operating Points for High Performance Lesion Detection...
Open
https://arxiv.org/abs/2107.12978
1.25
Brennan Nichyporuk, Justin Szeto, Douglas L. Arnold, Tal Arbel
eess.IV
2021/07/27
2
4
2
Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation
Open
https://arxiv.org/abs/2108.00713
1.25
Brennan Nichyporuk, Jillian Cardinell, Justin Szeto, Raghav Mehta, Sotirios Tsaftaris, Douglas L. Arnold, Tal Arbel
eess.IV
2021/08/02
2
5
2
Compositional Generalization in Multilingual Semantic Parsing over Wikidata
Open
https://arxiv.org/abs/2108.03509
19.43
Ruixiang Cui, Rahul Aralikatte, Heather Lent, Daniel Hershcovich
cs.CL
2021/08/07
21
7
34
Blind Image Decomposition
Open
https://arxiv.org/abs/2108.11364
2.25
Junlin Han, Weihao Li, Pengfei Fang, Chunyi Sun, Jie Hong, Mohammad Ali Armin, Lars Petersson, Hongdong Li
cs.CV
2021/08/25
5
13
6
Multilingual Document-Level Translation Enables Zero-Shot Transfer...
Open
https://arxiv.org/abs/2109.10341
8.649999999999999
Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat
cs.CL
2021/09/21
20
8
21
Deep Classifiers with Label Noise Modeling and Distance Awareness
Open
https://arxiv.org/abs/2110.02609v1
2.25
Vincent Fortuin, Mark Collier, Florian Wenzel, James Allingham, Jeremiah Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
stat.ML
2021/10/06
5
9
5
Quantifying Inequality in Underreported Medical Conditions
Open
https://arxiv.org/abs/2110.04133
12.099999999999998
Divya Shanmugam, Emma Pierson
cs.CY
2021/10/08
20
2
20
Automatic Text Extractive Summarization Based on Graph and...
Open
https://arxiv.org/abs/2110.04878v1
1
Yuan-Ching Lin, Jinwen Ma
cs.CL
2021/10/10
4
5
4
Sign and Relevance learning
Open
https://arxiv.org/abs/2110.07292
6.6
Sama Daryanavard, Bernd Porr
cs.LG
2021/10/14
15
3
16
Efficiently Modeling Long Sequences with Structured State Spaces
Open
https://arxiv.org/abs/2111.00396v1
291.24999999999966
Albert Gu, Karan Goel, Christopher Ré
cs.LG
2021/10/31
449
227
541
Stacked BNAS: Rethinking Broad Convolutional Neural Network for...
Open
https://arxiv.org/abs/2111.07722
2.75
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen
cs.CV
2021/11/15
5
4
7
Stronger Generalization Guarantees for Robot Learning by Combining...
Open
https://arxiv.org/abs/2111.08761v1
4.35
Abhinav Agarwal, Sushant Veer, Allen Z. Ren, Anirudha Majumdar
cs.RO
2021/11/16
7
16
10
DIVeR: Real-time and Accurate Neural Radiance Fields with...
Open
https://arxiv.org/abs/2111.10427
8.7
Liwen Wu, Jae Yong Lee, Anand Bhattad, Yuxiong Wang, David Forsyth
cs.CV
2021/11/19
18
24
18
SLUE: New Benchmark Tasks for Spoken Language Understanding...
Open
https://arxiv.org/abs/2111.10367
3.25
Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu J. Han
cs.CL
2021/11/19
10
17
20
Are Vision Transformers Robust to Patch Perturbations?
Open
https://arxiv.org/abs/2111.10659v1
2
Jindong Gu, Volker Tresp, Yao Qin
cs.CV
2021/11/20
8
12
8
Class-agnostic Object Detection with Multi-modal Transformer
Open
https://arxiv.org/abs/2111.11430
8.799999999999999
Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang
cs.CV
2021/11/22
20
37
24
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling
Open
https://arxiv.org/abs/2111.12085
12.249999999999998
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang
cs.CV
2021/11/23
22
43
23
Pixel-wise Energy-biased Abstention Learning for Anomaly...
Open
https://arxiv.org/abs/2111.12264
4.5
Yu Tian, Yuyuan Liu, Guansong Pang, Fengbei Liu, Yuanhong Chen, Gustavo Carneiro
cs.CV
2021/11/24
9
18
12
Amazon SageMaker Model Monitor: A System for Real-Time Insights...
Open
https://arxiv.org/abs/2111.13657
2.25
David Nigenda, Zohar Karnin, Muhammad Bilal Zafar, Raghu Ramesha, Alan Tan, Michele Donini, Krishnaram Kenthapadi
cs.LG
2021/11/26
9
11
11
Adaptive Token Sampling For Efficient Vision Transformers
Open
https://arxiv.org/abs/2111.15667v1
7.5
Mohsen Fayyaz, Soroush Abbasi Kouhpayegani, Farnoush Rezaei Jafari, Eric Sommerlade, Hamid Reza Vaezi Joze, Hamed Pirsiavash, Juergen Gall, Soroush Abbasi Koohpayegani, Sunando Sengupta
cs.CV
2021/11/30
20
31
22
Event Neural Networks
Open
https://arxiv.org/abs/2112.00891v1
1.5
Matthew Dutson, Mohit Gupta, Yin Li
cs.CV
2021/12/02
3
10
4
MoFaNeRF: Morphable Facial Neural Radiance Field
Open
https://arxiv.org/abs/2112.02308
2.6
Yiyu Zhuang, Hao Zhu, Xusen Sun, Xun Cao
cs.CV
2021/12/04
5
29
9
HerosNet: Hyperspectral Explicable Reconstruction and Optimal...
Open
https://arxiv.org/abs/2112.06238v1
1.75
Xuanyu Zhang, Yongbing Zhang, Ruiqin Xiong, Qilin Sun, Jian Zhang
cs.CV
2021/12/12
7
3
9
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector
Open
https://arxiv.org/abs/2112.06102v1
1.25
Pedro Machado, Eiman Kanjo, Andreas Oikonomou Ahmad Lotfi, Andreas Oikonomou, Joao Filipe Ferreira, T. M. McGinnity
cs.NE
2021/12/12
2
1
4
Invariance Through Latent Alignment
Open
https://arxiv.org/abs/2112.08526
6.799999999999999
Takuma Yoneda, Ge Yang, Matthew R. Walter, Bradly Stadie
cs.LG
2021/12/15
16
5
16
Blockchain-enabled Server-less Federated Learning
Open
https://arxiv.org/abs/2112.07938?utm_source=dlvr.it&utm_medium=twitter
1.5
Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini
cs.LG
2021/12/15
6
10
8
Amortized Noisy Channel Neural Machine Translation
Open
https://arxiv.org/abs/2112.08670
9.95
Richard Yuanzhe Pang, He He, Kyunghyun Cho
cs.CL
2021/12/16
22
13
33
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