Title
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 24 1 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 40 1,667 0 13 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 34 0 0 13 Feb 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 29 15 0 12 Feb 2019
Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild Youngkyoon Jang Hatice Gunes Ioannis Patras CVBM 29 47 0 11 Feb 2019
High-performance stock index trading: making effective use of a deep LSTM neural network Chariton Chalvatzis D. Hristu-Varsakelis AIFin AI4TS 15 6 0 07 Feb 2019
Towards Automatic Concept-based Explanations Amirata Ghorbani James Wexler James Zou Been Kim FAtt LRM 38 19 0 07 Feb 2019
DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition A. Gangwar Akanksha Joshi Padmaja Joshi Ramachandra Raghavendra 11 11 0 06 Feb 2019
Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorization Eldad Meller Alexander Finkelstein Uri Almog Mark Grobman MQ 24 85 0 05 Feb 2019
Self-Binarizing Networks Fayez Lahoud R. Achanta Pablo Márquez-Neila Sabine Süsstrunk MQ 19 23 0 02 Feb 2019
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation Sahil Singla Eric Wallace Shi Feng S. Feizi FAtt 34 59 0 01 Feb 2019
ColorNet: Investigating the importance of color spaces for image classification Shreyank N. Gowda C. Yuan 23 126 0 01 Feb 2019
Combining Physically-Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn from Mismatch? A. Sun B. Scanlon Zizhan Zhang David Walling S. Bhanja A. Mukherjee Zhi Zhong AI4Cl 22 141 0 31 Jan 2019
Emerging Convolutions for Generative Normalizing Flows Emiel Hoogeboom Rianne van den Berg Max Welling DRL 24 98 0 30 Jan 2019
Distant Vehicle Detection Using Radar and Vision Simon Chadwick William P. Maddern Paul Newman 21 185 0 30 Jan 2019
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge Md Ashraful Alam Milton 24 123 0 30 Jan 2019
Hotels-50K: A Global Hotel Recognition Dataset Abby Stylianou Hong Xuan M. Shende Jonathan Brandt Richard Souvenir Robert Pless 3DH 32 34 0 26 Jan 2019
Challenges in Designing Datasets and Validation for Autonomous Driving Michal Uřičář David Hurych P. Krízek S. Yogamani 28 34 0 26 Jan 2019
DistInit: Learning Video Representations Without a Single Labeled Video Rohit Girdhar Du Tran Lorenzo Torresani Deva Ramanan 27 54 0 26 Jan 2019
A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm Xiaolei Liu Yuheng Luo Xiaosong Zhang Qingxin Zhu AAML 24 16 0 26 Jan 2019
Deep Learning on Small Datasets without Pre-Training using Cosine Loss Björn Barz Joachim Denzler 27 130 0 25 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 77 715 0 25 Jan 2019
Improving Adversarial Robustness via Promoting Ensemble Diversity Tianyu Pang Kun Xu Chao Du Ning Chen Jun Zhu AAML 41 434 0 25 Jan 2019
Object Detection based on Region Decomposition and Assembly Seung-Hwan Bae ObjD 24 31 0 24 Jan 2019
Backprop with Approximate Activations for Memory-efficient Network Training Ayan Chakrabarti Benjamin Moseley 30 37 0 23 Jan 2019
Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect Bo Liu Wenhao Chi Xinran Li Peng Li W. Liang Haiping Liu Wei Wang Jianxing He 36 69 0 23 Jan 2019
Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng Xuelong Li 41 70 0 23 Jan 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 23 63 0 23 Jan 2019
Evaluating Text-to-Image Matching using Binary Image Selection (BISON) Hexiang Hu Ishan Misra Laurens van der Maaten 24 22 0 19 Jan 2019
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions Alberto Garcia-Garcia P. Martinez-Gonzalez Sergiu Oprea John Alejandro Castro-Vargas Sergio Orts Jose Garcia-Rodriguez Alvaro Jover-Alvarez VGen 30 34 0 19 Jan 2019
Generative Adversarial Classifier for Handwriting Characters Super-Resolution Zhuang Qian Kaizhu Huang Qiufeng Wang Jimin Xiao Rui Zhang GAN 25 26 0 18 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 75 2,276 0 17 Jan 2019
FARSA: Fully Automated Roadway Safety Assessment Weilian Song Scott Workman Armin Hadzic Xu Zhang Eric Green Mei Chen R. Souleyrette Nathan Jacobs 37 17 0 17 Jan 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 106 2,238 0 16 Jan 2019
Optimization Problems for Machine Learning: A Survey Claudio Gambella Bissan Ghaddar Joe Naoum-Sawaya AI4CE 40 179 0 16 Jan 2019
RNN-based Generative Model for Fine-Grained Sketching A. Jenal Nikolay Savinov Torsten Sattler G. Chaurasia GAN 22 4 0 13 Jan 2019
Creative AI Through Evolutionary Computation Risto Miikkulainen 30 18 0 12 Jan 2019
FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction Shuyang Sun Jiangmiao Pang Jianping Shi Shuai Yi Wanli Ouyang 30 100 0 11 Jan 2019
Cricket stroke extraction: Towards creation of a large-scale cricket actions dataset Arpan Gupta S. Muthiah 22 6 0 10 Jan 2019
PVSS: A Progressive Vehicle Search System for Video Surveillance Networks Xinchen Liu Wu Liu Huadong Ma Shuangqun Li 35 8 0 10 Jan 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 35 167 0 09 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 33 76 0 09 Jan 2019
Fast CNN-Based Object Tracking Using Localization Layers and Deep Features Interpolation Al-Hussein A. El-Shafie M. Zaki S. Habib 13 13 0 09 Jan 2019
Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps Abhishek Sehgal N. Kehtarnavaz 22 38 0 08 Jan 2019
Efficient Winograd Convolution via Integer Arithmetic Lingchuan Meng J. Brothers 24 29 0 07 Jan 2019
DSConv: Efficient Convolution Operator Marcelo Gennari Roger Fawcett V. Prisacariu MQ 32 62 0 07 Jan 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 51 840 0 07 Jan 2019
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders Pierre-Henri Conze S. Brochard Valérie Burdin F. Sheehan C. Pons MedIm 31 47 0 06 Jan 2019