| 51 |
BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition
Usman Naseem, Matloob Khushi, ... (+4 more)
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cs.CL
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71 |
5 years ago |
| 52 |
Heterogeneous Graph Attention Networks for Early Detection of Rumors on Twitter
Qi Huang, Junshuai Yu, ... (+2 more)
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cs.SI
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71 |
5 years ago |
| 53 |
Adaptive and Scalable Android Malware Detection through Online Learning
Annamalai Narayanan, Liu Yang, ... (+2 more)
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cs.CR
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70 |
9 years ago |
| 54 |
TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth
Peter U. Diehl, Bruno U. Pedroni, ... (+4 more)
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q-bio.NC
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70 |
10 years ago |
| 55 |
Unsupervised Learning with Self-Organizing Spiking Neural Networks
Hananel Hazan, Daniel J. Saunders, ... (+3 more)
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cs.NE
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68 |
7 years ago |
| 56 |
Assessing fish abundance from underwater video using deep neural networks
Ranju Mandal, Rod M. Connolly, ... (+2 more)
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cs.CV
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67 |
7 years ago |
| 57 |
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning
Lars Hertel, Huy Phan, Alfred Mertins
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cs.NE
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65 |
10 years ago |
| 58 |
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars
Lucas C. Possatti, Rânik Guidolini, ... (+6 more)
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cs.CV
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64 |
6 years ago |
| 59 |
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors
Alberto Garcia-Garcia, Brayan Stiven Zapata-Impata, ... (+3 more)
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cs.LG
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64 |
7 years ago |
| 60 |
Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform
Xinran Liu, Hamid R. Tizhoosh, Jonathan Kofman
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cs.CV
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64 |
10 years ago |
| 61 |
Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments
Daniel Seichter, Söhnke Benedikt Fischedick, ... (+2 more)
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cs.CV
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63 |
3 years ago |
| 62 |
The Horcrux Protocol: A Method for Decentralized Biometric-based Self-sovereign Identity
Asem Othman, John Callahan
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cs.CR
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62 |
8 years ago |
| 63 |
Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning
Sha Luo, Hamidreza Kasaei, Lambert Schomaker
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cs.AI
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58 |
6 years ago |
| 64 |
Learning to Cluster for Proposal-Free Instance Segmentation
Yen-Chang Hsu, Zheng Xu, ... (+2 more)
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cs.CV
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58 |
8 years ago |
| 65 |
Sharing deep generative representation for perceived image reconstruction from human brain activity
Changde Du, Changying Du, Huiguang He
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cs.AI
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56 |
8 years ago |
| 66 |
Aspect-based Opinion Summarization with Convolutional Neural Networks
Haibing Wu, Yiwei Gu, ... (+2 more)
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cs.CL
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56 |
10 years ago |
| 67 |
Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces
Chaofei Yang, Lei Ding, ... (+2 more)
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cs.CV
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55 |
5 years ago |
| 68 |
Deep Spiking Neural Network with Spike Count based Learning Rule
Jibin Wu, Yansong Chua, ... (+4 more)
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cs.NE
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55 |
7 years ago |
| 69 |
Identifying Mislabeled Instances in Classification Datasets
Nicolas Michael Müller, Karla Markert
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cs.LG
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54 |
6 years ago |
| 70 |
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension
Y. Xu, X. Zhong, ... (+2 more)
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cs.CL
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53 |
6 years ago |
| 71 |
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network
Adarsha Balaji, Prathyusha Adiraju, ... (+5 more)
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cs.NE
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51 |
6 years ago |
| 72 |
Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography
Ziqian Luo, Xiangrui Zeng, ... (+2 more)
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eess.IV
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6 years ago |
| 73 |
A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware
Tiffany Hwu, Jacob Isbell, ... (+2 more)
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cs.NE
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51 |
9 years ago |
| 74 |
Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP
Pierre Falez, Pierre Tirilly, ... (+3 more)
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cs.CV
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50 |
7 years ago |
| 75 |
Music Artist Classification with Convolutional Recurrent Neural Networks
Zain Nasrullah, Yue Zhao
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cs.SD
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50 |
7 years ago |
| 76 |
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm
Dimitrios Kollias, Stefanos Zafeiriou
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cs.LG
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50 |
7 years ago |
| 77 |
Classification of Radiology Reports Using Neural Attention Models
Bonggun Shin, Falgun H. Chokshi, ... (+2 more)
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cs.CL
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49 |
8 years ago |
| 78 |
End-to-end learning of brain tissue segmentation from imperfect labeling
Alex Fedorov, Jeremy Johnson, ... (+4 more)
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cs.CV
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49 |
9 years ago |
| 79 |
Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks
Ji Li, Zihao Yuan, ... (+6 more)
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cs.CV
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48 |
9 years ago |
| 80 |
Inductive Learning on Commonsense Knowledge Graph Completion
Bin Wang, Guangtao Wang, ... (+4 more)
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cs.AI
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46 |
5 years ago |
| 81 |
Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity
Amirhossein Tavanaei, Timothee Masquelier, Anthony S Maida
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cs.NE
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46 |
9 years ago |
| 82 |
Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks
Gonçalo Oliveira, Xavier Frazão, ... (+2 more)
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cs.CV
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45 |
10 years ago |
| 83 |
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation
Zhenxing Zhang, Lambert Schomaker
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cs.CV
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43 |
5 years ago |
| 84 |
Topological chaos and chaotic iterations. Application to Hash functions
Christophe Guyeux, Jacques M. Bahi
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cs.CR
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43 |
10 years ago |
| 85 |
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction
Ziyi Zhao, Haowen Fang, ... (+2 more)
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cs.RO
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42 |
6 years ago |
| 86 |
Identifying Spatial Relations in Images using Convolutional Neural Networks
Mandar Haldekar, Ashwinkumar Ganesan, Tim Oates
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cs.AI
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42 |
8 years ago |
| 87 |
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems
Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian
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cs.LG
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41 |
5 years ago |
| 88 |
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation
Xiaocong Chen, Chaoran Huang, ... (+4 more)
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cs.IR
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41 |
6 years ago |
| 89 |
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
Lukas Galke, Benedikt Franke, ... (+2 more)
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cs.LG
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41 |
5 years ago |
| 90 |
META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
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cs.LG
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41 |
7 years ago |
| 91 |
Interpretable Deep Convolutional Neural Networks via Meta-learning
Xuan Liu, Xiaoguang Wang, Stan Matwin
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cs.LG
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41 |
8 years ago |
| 92 |
Audio Event and Scene Recognition: A Unified Approach using Strongly and Weakly Labeled Data
Anurag Kumar, Bhiksha Raj
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cs.LG
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41 |
9 years ago |
| 93 |
A Frequency Domain Neural Network for Fast Image Super-resolution
Junxuan Li, Shaodi You, Antonio Robles-Kelly
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cs.CV
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40 |
8 years ago |
| 94 |
Cell Attention Networks
Lorenzo Giusti, Claudio Battiloro, ... (+4 more)
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cs.LG
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40 |
3 years ago |
| 95 |
Neural Population Coding for Effective Temporal Classification
Zihan Pan, Jibin Wu, ... (+3 more)
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cs.NE
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39 |
6 years ago |
| 96 |
A Theoretical Analysis of Deep Neural Networks for Texture Classification
Saikat Basu, Manohar Karki, ... (+5 more)
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cs.CV
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39 |
9 years ago |
| 97 |
Entropic Out-of-Distribution Detection
David Macêdo, Tsang Ing Ren, ... (+3 more)
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cs.LG
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38 |
6 years ago |
| 98 |
Prostate Segmentation using 2D Bridged U-net
Wanli Chen, Yue Zhang, ... (+5 more)
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cs.CV
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37 |
7 years ago |
| 99 |
Evolutionary Neural Architecture Search for Image Restoration
Gerard Jacques van Wyk, Anna Sergeevna Bosman
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cs.NE
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37 |
7 years ago |
| 100 |
Asynchronous training of quantum reinforcement learning
Samuel Yen-Chi Chen
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quant-ph
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36 |
3 years ago |