| 1 |
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline
Zhiguang Wang, Weizhong Yan, Tim Oates
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👻
Ghosted
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cs.LG
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1.9K |
9 years ago |
| 2 |
Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication
Felix Sattler, Simon Wiedemann, ... (+2 more)
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👻
Ghosted
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cs.LG
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232 |
7 years ago |
| 3 |
Ternary Neural Networks for Resource-Efficient AI Applications
Hande Alemdar, Vincent Leroy, ... (+2 more)
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👻
Ghosted
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cs.LG
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219 |
9 years ago |
| 4 |
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression
Lukas Cavigelli, Pascal Hager, Luca Benini
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👻
Ghosted
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cs.CV
|
214 |
9 years ago |
| 5 |
DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification
Eli David, Nathan S. Netanyahu
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👻
Ghosted
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cs.CR
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212 |
8 years ago |
| 6 |
Deeply-Supervised CNN for Prostate Segmentation
Qikui Zhu, Bo Du, ... (+3 more)
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👻
Ghosted
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cs.CV
|
211 |
9 years ago |
| 7 |
Exploring the Space of Adversarial Images
Pedro Tabacof, Eduardo Valle
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👻
Ghosted
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cs.NE
|
200 |
10 years ago |
| 8 |
Deep Quaternion Networks
Chase Gaudet, Anthony Maida
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👻
Ghosted
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cs.NE
|
186 |
8 years ago |
| 9 |
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Hazim Hanif, Sergio Maffeis
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👻
Ghosted
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cs.CR
|
182 |
3 years ago |
| 10 |
Nesterov's Accelerated Gradient and Momentum as approximations to Regularised Update Descent
Aleksandar Botev, Guy Lever, David Barber
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👻
Ghosted
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stat.ML
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171 |
9 years ago |
| 11 |
Learning Private Neural Language Modeling with Attentive Aggregation
Shaoxiong Ji, Shirui Pan, ... (+4 more)
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👻
Ghosted
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cs.CL
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168 |
7 years ago |
| 12 |
Towards Best Practice in Explaining Neural Network Decisions with LRP
Maximilian Kohlbrenner, Alexander Bauer, ... (+4 more)
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👻
Ghosted
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cs.LG
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167 |
6 years ago |
| 13 |
Generative Models from the perspective of Continual Learning
Timothée Lesort, Hugo Caselles-Dupré, ... (+3 more)
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💀
404 Not Found
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cs.LG
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167 |
7 years ago |
| 14 |
Multi-Agent Connected Autonomous Driving using Deep Reinforcement Learning
Praveen Palanisamy
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👻
Ghosted
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cs.LG
|
166 |
6 years ago |
| 15 |
Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data
Gil Keren, Björn Schuller
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🌅
Old Age
|
stat.ML
|
154 |
10 years ago |
| 16 |
Soft-Label Dataset Distillation and Text Dataset Distillation
Ilia Sucholutsky, Matthias Schonlau
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💀
404 Not Found
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cs.LG
|
151 |
6 years ago |
| 17 |
Adversarial Attacks on Deep Neural Networks for Time Series Classification
Hassan Ismail Fawaz, Germain Forestier, ... (+3 more)
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👻
Ghosted
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cs.LG
|
151 |
7 years ago |
| 18 |
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System
Sebastian Schmitt, Johann Klaehn, ... (+23 more)
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👻
Ghosted
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cs.NE
|
146 |
9 years ago |
| 19 |
XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning
Yue Zhao, Maciej K. Hryniewicki
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👻
Ghosted
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cs.LG
|
143 |
6 years ago |
| 20 |
Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints
Junjie Wang, Qichao Zhang, ... (+2 more)
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👻
Ghosted
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cs.RO
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140 |
7 years ago |
| 21 |
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting
Xingyi Cheng, Ruiqing Zhang, ... (+2 more)
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👻
Ghosted
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cs.AI
|
137 |
8 years ago |
| 22 |
Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks
Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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👻
Ghosted
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cs.CV
|
135 |
10 years ago |
| 23 |
Concept Drift Detection for Streaming Data
Heng Wang, Zubin Abraham
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👻
Ghosted
|
stat.ML
|
133 |
11 years ago |
| 24 |
When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures
Gil Fidel, Ron Bitton, Asaf Shabtai
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👻
Ghosted
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cs.LG
|
131 |
6 years ago |
| 25 |
Adversarial Perturbations Fool Deepfake Detectors
Apurva Gandhi, Shomik Jain
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👻
Ghosted
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cs.CV
|
123 |
6 years ago |
| 26 |
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation
Wen Zhang, Dongrui Wu
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👻
Ghosted
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cs.LG
|
117 |
6 years ago |
| 27 |
Compressing Recurrent Neural Network with Tensor Train
Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
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👻
Ghosted
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cs.LG
|
116 |
8 years ago |
| 28 |
Deep Convolutional Neural Networks as Generic Feature Extractors
Lars Hertel, Erhardt Barth, ... (+2 more)
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👻
Ghosted
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cs.CV
|
115 |
8 years ago |
| 29 |
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition
Priyadarshini Panda, Kaushik Roy
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👻
Ghosted
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cs.NE
|
110 |
10 years ago |
| 30 |
Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction
Mohammadhani Fouladgar, Mostafa Parchami, ... (+2 more)
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👻
Ghosted
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cs.LG
|
108 |
9 years ago |
| 31 |
Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks
Sai Prasanna Teja Reddy, Surya Teja Karri, ... (+2 more)
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👻
Ghosted
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cs.CV
|
105 |
7 years ago |
| 32 |
Convolutional Gated Recurrent Neural Network Incorporating Spatial Features for Audio Tagging
Yong Xu, Qiuqiang Kong, ... (+3 more)
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👻
Ghosted
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cs.SD
|
105 |
9 years ago |
| 33 |
The OMG-Emotion Behavior Dataset
Pablo Barros, Nikhil Churamani, ... (+4 more)
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👻
Ghosted
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cs.HC
|
104 |
8 years ago |
| 34 |
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor
Riccardo Massa, Alberto Marchisio, ... (+2 more)
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🌅
Old Age
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cs.NE
|
103 |
5 years ago |
| 35 |
Neurogenesis Deep Learning
Timothy J. Draelos, Nadine E. Miner, ... (+7 more)
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👻
Ghosted
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cs.NE
|
101 |
9 years ago |
| 36 |
Cyberthreat Detection from Twitter using Deep Neural Networks
Nuno Dionísio, Fernando Alves, ... (+2 more)
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👻
Ghosted
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cs.LG
|
96 |
7 years ago |
| 37 |
Automatic Source Code Summarization with Extended Tree-LSTM
Yusuke Shido, Yasuaki Kobayashi, ... (+3 more)
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👻
Ghosted
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cs.LG
|
94 |
6 years ago |
| 38 |
Using Synthetic Data to Train Neural Networks is Model-Based Reasoning
Tuan Anh Le, Atilim Gunes Baydin, ... (+2 more)
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👻
Ghosted
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cs.LG
|
94 |
9 years ago |
| 39 |
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities
Matthias Rottmann, Pascal Colling, ... (+5 more)
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👻
Ghosted
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cs.CV
|
92 |
7 years ago |
| 40 |
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
Milad Mozafari, Leila Reddy, Rufin VanRullen
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👻
Ghosted
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cs.CV
|
90 |
6 years ago |
| 41 |
Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network
Mark D. McDonnell, Tony Vladusich
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👻
Ghosted
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cs.NE
|
84 |
11 years ago |
| 42 |
Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks
István Ketykó, Ferenc Kovács, Krisztián Zsolt Varga
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👻
Ghosted
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cs.LG
|
83 |
7 years ago |
| 43 |
Robust Training of Vector Quantized Bottleneck Models
Adrian Łańcucki, Jan Chorowski, ... (+7 more)
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👻
Ghosted
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cs.LG
|
80 |
5 years ago |
| 44 |
Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments
Rui Song, Dai Liu, ... (+5 more)
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👻
Ghosted
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cs.LG
|
80 |
3 years ago |
| 45 |
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks
Kevin Louis de Jong, Anna Sergeevna Bosman
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👻
Ghosted
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cs.NE
|
79 |
7 years ago |
| 46 |
McDiarmid Drift Detection Methods for Evolving Data Streams
Ali Pesaranghader, Herna Viktor, Eric Paquet
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👻
Ghosted
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stat.ML
|
78 |
8 years ago |
| 47 |
An Accelerated Analog Neuromorphic Hardware System Emulating NMDA- and Calcium-Based Non-Linear Dendrites
Johannes Schemmel, Laura Kriener, ... (+2 more)
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👻
Ghosted
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cs.NE
|
77 |
9 years ago |
| 48 |
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
Saima Sharmin, Priyadarshini Panda, ... (+4 more)
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👻
Ghosted
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cs.NE
|
76 |
6 years ago |
| 49 |
LSTM with Working Memory
Andrew Pulver, Siwei Lyu
|
👻
Ghosted
|
cs.NE
|
76 |
9 years ago |
| 50 |
Scaling active inference
Alexander Tschantz, Manuel Baltieri, ... (+2 more)
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👻
Ghosted
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cs.LG
|
75 |
6 years ago |