Papers citing 'Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification'

Title
DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data Priyanka Chudasama Anil Surisetty Aakarsh Malhotra Alok Singh 148 0 0 02 Sep 2024
DejaVu: Conditional Regenerative Learning to Enhance Dense PredictionComputer Vision and Pattern Recognition (CVPR), 2023 Shubhankar Borse Debasmit Das Hyojin Park H. Cai Risheek Garrepalli Fatih Porikli 174 10 0 02 Mar 2023
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet LevelSimilarity Search and Applications (SISAP), 2022 Gabriele Lagani Claudio Gennaro Hannes Fassold Giuseppe Amato 104 13 0 07 Jul 2022
DECK: Model Hardening for Defending Pervasive Backdoors Guanhong Tao Yingqi Liu Shuyang Cheng Shengwei An Zhuo Zhang Qiuling Xu Guangyu Shen Xiangyu Zhang AAML 217 7 0 18 Jun 2022
SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners Feng Liang Yangguang Li Diana Marculescu SSL TPM ViT 223 26 0 28 May 2022
Deep Features for CBIR with Scarce Data using Hebbian LearningInternational Conference on Content-Based Multimedia Indexing (CBMI), 2022 Gabriele Lagani D. Bacciu Claudio Gallicchio Fabrizio Falchi Claudio Gennaro Giuseppe Amato 93 8 0 18 May 2022
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral ImagingApplied Optics (Appl. Opt.), 2022 Brayan Monroy Jorge Bacca Henry Arguello SupR 116 11 0 16 May 2022
ExpertNet: A Symbiosis of Classification and Clustering Shivin Srivastava Kenji Kawaguchi Vaibhav Rajan 40 1 0 17 Jan 2022
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models IV WilliamE.Carson Austin Talbot David Carlson 43 3 0 07 Jan 2022
Learning to Assist Agents by Observing Them Antti Keurulainen Isak Westerlund Samuel Kaski Alexander Ilin 62 0 0 04 Oct 2021
Behaviour-conditioned policies for cooperative reinforcement learning tasks Antti Keurulainen Isak Westerlund Ariel Kwiatkowski Samuel Kaski Alexander Ilin 69 0 0 04 Oct 2021
Fourier Transform Approximation as an Auxiliary Task for Image Classification Chen Liu 94 1 0 22 Jun 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images Zhiqiu Lin Deva Ramanan Aayush Bansal LRM 112 6 0 07 Apr 2021
Hebbian Semi-Supervised Learning in a Sample Efficiency SettingNeural Networks (NN), 2021 Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato SSL 185 23 0 16 Mar 2021
Understanding Invariance via Feedforward Inversion of Discriminatively Trained ClassifiersInternational Conference on Machine Learning (ICML), 2021 Piotr Teterwak Chiyuan Zhang Dilip Krishnan Michael C. Mozer 127 11 0 15 Mar 2021
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural NetworksInternational Conference on Pattern Recognition (ICPR), 2021 Sebastián M. Palacio P. Engler Jörn Hees Andreas Dengel 100 1 0 07 Jan 2021
Deep Learning for Automatic Quality Grading of Mangoes: Methods and InsightsInternational Conference on Machine Learning and Applications (ICMLA), 2020 Shih-Lun Wu Hsiao-Yen Tung Yu-Lun Hsu 143 23 0 23 Nov 2020
Training Multimodal Systems for Classification with Multiple Objectives Jason Armitage Shramana Thakur Rishi Tripathi Jens Lehmann M. Maleshkova 92 1 0 26 Aug 2020
Improving task-specific representation via 1M unlabelled images without any extra knowledge Aayush Bansal SSL VLM 67 2 0 24 Jun 2020
CompressNet: Generative Compression at Extremely Low BitratesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Shubham Dash Aditya A. Ramesh Vijayakrishna Naganoor S. K. Raman Giridharan Kumaravelu Honglak Lee 97 15 0 14 Jun 2020
Towards Robust Pattern Recognition: A ReviewProceedings of the IEEE (Proc. IEEE), 2020 Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 129 121 0 12 Jun 2020
Autoencoders Dor Bank Noam Koenigstein Raja Giryes HAI 74 0 0 12 Mar 2020
Hierarchical Memory Decoding for Video Captioning Aming Wu Yahong Han 75 2 0 27 Feb 2020
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images Can Taylan C. Sokmensuer C. Gunduz-Demir 182 0 0 30 Jan 2020
Learned SVD: solving inverse problems via hybrid autoencoding Y. Boink Christoph Brune 92 14 0 20 Dec 2019
Discovery and Separation of Features for Invariant Representation Learning Ayush Jaiswal Rob Brekelmans Daniel Moyer Greg Ver Steeg Wael AbdAlmageed Premkumar Natarajan CML OOD 89 11 0 02 Dec 2019
Adversarial Learning of Privacy-Preserving and Task-Oriented RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2019 Taihong Xiao Yi-Hsuan Tsai Kihyuk Sohn Manmohan Chandraker Ming-Hsuan Yang 102 81 0 22 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 174 112 0 13 Nov 2019
Invariant Representations through Adversarial ForgettingAAAI Conference on Artificial Intelligence (AAAI), 2019 Ayush Jaiswal Daniel Moyer Greg Ver Steeg Wael AbdAlmageed Premkumar Natarajan OOD 155 42 0 11 Nov 2019
SmoothFool: An Efficient Framework for Computing Smooth Adversarial PerturbationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Ali Dabouei Sobhan Soleymani Fariborz Taherkhani J. Dawson Nasser M. Nasrabadi AAML 193 21 0 08 Oct 2019
Scaling Object Detection by Transferring Classification WeightsIEEE International Conference on Computer Vision (ICCV), 2019 Jason Kuen Federico Perazzi Zhe Lin Jianming Zhang Yap-Peng Tan ViT 124 18 0 15 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 72 0 0 30 Aug 2019
Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning G. V. D. L. Cruz Yunshu Du Matthew E. Taylor OffRL 50 5 0 03 Apr 2019
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 156 247 0 20 Jan 2019
Accelerated Training for CNN Distributed Deep Learning through Automatic Resource-Aware Layer Placement Jay H. Park Sunghwan Kim Jinwon Lee Myeongjae Jeon S. Noh 62 12 0 17 Jan 2019
Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning G. V. D. L. Cruz Yunshu Du Matthew E. Taylor OffRL 81 27 0 21 Dec 2018
Classification-Reconstruction Learning for Open-Set Recognition Ryota Yoshihashi Wen Shao Rei Kawakami Shaodi You M. Iida T. Naemura BDL 183 343 0 11 Dec 2018
Adapting Auxiliary Losses Using Gradient Similarity Yunshu Du Wojciech M. Czarnecki Siddhant M. Jayakumar Mehrdad Farajtabar Razvan Pascanu Balaji Lakshminarayanan 272 167 0 05 Dec 2018
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War Jonas Gehring Da Ju Vegard Mella Daniel Gant Nicolas Usunier Gabriel Synnaeve 71 7 0 21 Nov 2018
SparseFool: a few pixels make a big differenceComputer Vision and Pattern Recognition (CVPR), 2018 Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard AAML 218 210 0 06 Nov 2018
Deep neural network based i-vector mapping for speaker verification using short utterances Jinxi Guo N. Xu Kailun Qian Yang Shi Kaiyuan Xu Yingnian Wu Abeer Alwan 86 26 0 16 Oct 2018
Learning End-to-end Autonomous Driving using Guided Auxiliary Supervision Ashish Mehta Adithya Subramanian A. Subramanian 88 36 0 30 Aug 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 96 39 0 21 Aug 2018
HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning Thomas Robert Nicolas Thome Matthieu Cord 155 41 0 30 Jul 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle BiopsiesScientific Reports (Sci Rep), 2018 A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 75 96 0 28 Jun 2018
Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning Zhi Chen P. Ho 75 3 0 19 Jun 2018
Robust Conditional Generative Adversarial Networks Grigorios G. Chrysos Jean Kossaifi Stefanos Zafeiriou GAN 114 30 0 22 May 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 132 32 0 05 Apr 2018
Divide, Denoise, and Defend against Adversarial Attacks Seyed-Mohsen Moosavi-Dezfooli A. Shrivastava Oncel Tuzel AAML 101 46 0 19 Feb 2018
Deep supervised learning using local errors Hesham Mostafa V. Ramesh Gert Cauwenberghs 119 124 0 17 Nov 2017