Title
A Machine-Learning-Based Direction-of-Origin Filter for the Identification of Radio Frequency Interference in the Search for TechnosignaturesAstronomical Journal (AJ), 2021 P. Pinchuk J. Margot 136 18 0 28 Jul 2021
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey Lorenz Kummer AI4CE 120 0 0 28 Jul 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and IterateIEEE International Conference on Computer Vision (ICCV), 2021 Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 291 78 0 28 Jul 2021
Improving Video Instance Segmentation via Temporal Pyramid RoutingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 197 14 0 28 Jul 2021
Automated Human Cell Classification in Sparse Datasets using Few-Shot LearningScientific Reports (Sci Rep), 2021 Reece Walsh Mohamed H. Abdelpakey M. Shehata Mostafa M. Mohamed 3DH 210 21 0 27 Jul 2021
Real-time Keypoints Detection for Autonomous Recovery of the Unmanned Ground VehicleIET Image Processing (IIP), 2020 Jie Li Shenmin Zhang Kai Han Xia Yuan Chunxia Zhao Yu Liu 96 2 0 27 Jul 2021
Resisting Out-of-Distribution Data Problem in Perturbation of XAI Luyu Qiu Yi Yang Caleb Chen Cao Jing Liu Yueyuan Zheng H. Ngai J. H. Hsiao Lei Chen 222 19 0 27 Jul 2021
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification Z. Ding Changxing Ding Zhiyin Shao Dacheng Tao 285 216 0 27 Jul 2021
Co-Transport for Class-Incremental LearningACM Multimedia (ACM MM), 2021 Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 253 89 0 27 Jul 2021
AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge DevicesIEEE International Conference on Cloud Computing (CLOUD), 2021 Piyush Subedi Jianwei Hao I. Kim Lakshmish Ramaswamy 75 22 0 26 Jul 2021
Adversarial Attacks with Time-Scale Representations Alberto Santamaria-Pang Jia-dong Qiu Aritra Chowdhury James R. Kubricht Peter Tu Iyer Naresh Nurali Virani AAML MLAU 127 0 0 26 Jul 2021
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for NetworksComputer communication review (CCR), 2021 J. Suárez-Varela Miquel Ferriol Galmés Albert Lopez Paul Almasan Guillermo Bernárdez ... H. Wissing Bo-Xi Wu Shihan Xiao Pere Barlet-Ros A. Cabellos-Aparicio 267 18 0 26 Jul 2021
Revisiting Catastrophic Forgetting in Class Incremental Learning Zixuan Ni Haizhou Shi Siliang Tang Longhui Wei Qi Tian Yueting Zhuang CLL 247 9 0 26 Jul 2021
Continental-Scale Building Detection from High Resolution Satellite Imagery Wojciech Sirko S. Kashubin Marvin Ritter Abigail Annkah Yasser Salah Edine Bouchareb Yann N. Dauphin Daniel Keysers Maxim Neumann Moustapha Cissé John Quinn 201 228 0 26 Jul 2021
An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based ModelsNew Trends in Software Methodologies, Tools and Techniques (TSMTT), 2021 Hieu T. Ung Quang Huy Ung Binh T. Nguyen 100 36 0 26 Jul 2021
Robotic Occlusion Reasoning for Efficient Object Existence PredictionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Mengdi Li C. Weber Matthias Kerzel Jae Hee Lee Zheni Zeng Zhiyuan Liu S. Wermter 197 7 0 26 Jul 2021
Parametric Contrastive LearningIEEE International Conference on Computer Vision (ICCV), 2021 Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 276 341 0 26 Jul 2021
What Remains of Visual Semantic Embeddings Yue Jiao Jonathon S. Hare Adam Prugel-Bennett VLM 82 0 0 26 Jul 2021
Log-Polar Space Convolution for Convolutional Neural Networks Fuchun Sun Ji-Rong Wen 96 2 0 26 Jul 2021
On-Device Content ModerationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Anchal Pandey Sukumar Moharana D. Mohanty Archit Panwar D. Agarwal S. Thota 74 7 0 25 Jul 2021
Comprehensive Studies for Arbitrary-shape Scene Text Detection Pengwen Dai Xiaochun Cao 133 2 0 25 Jul 2021
Boosting Video Captioning with Dynamic Loss Network Nasib Ullah Partha Pratim Mohanta 190 4 0 25 Jul 2021
Hand Image Understanding via Deep Multi-Task LearningIEEE International Conference on Computer Vision (ICCV), 2021 Xiong Zhang Hongsheng Huang Jianchao Tan Hongmin Xu Cheng Yang Guozhu Peng Lei Wang Ji Liu 3DH 734 63 0 24 Jul 2021
Going Deeper into Semi-supervised Person Re-identification Olga Moskvyak Frederic Maire Feras Dayoub Mahsa Baktashmotlagh 144 3 0 24 Jul 2021
Semantic-guided Pixel Sampling for Cloth-Changing Person Re-identificationIEEE Signal Processing Letters (IEEE SPL), 2021 Xiujun Shu Gezhong Li Tianlin Li Weijian Ruan Q. Tian 254 80 0 24 Jul 2021
Clipped Hyperbolic Classifiers Are Super-Hyperbolic ClassifiersComputer Vision and Pattern Recognition (CVPR), 2021 Yunhui Guo Xudong Wang Yubei Chen Stella X. Yu 168 65 0 23 Jul 2021
Compressing Neural Networks: Towards Determining the Optimal Layer-wise DecompositionNeural Information Processing Systems (NeurIPS), 2021 Lucas Liebenwein Alaa Maalouf O. Gal Dan Feldman Daniela Rus 188 52 0 23 Jul 2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Sanghun Jung Jungsoo Lee Daehoon Gwak Sungha Choi Jaegul Choo 240 113 0 23 Jul 2021
Bias Loss for Mobile Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2021 L. Abrahamyan Valentin Ziatchin Yiming Chen Nikos Deligiannis 183 17 0 23 Jul 2021
Learning Discriminative Representations for Multi-Label Image RecognitionJournal of Visual Communication and Image Representation (JVCIR), 2021 Mohammed Hassanin Ibrahim Radwan Salman Khan M. Tahtali SSL 124 26 0 23 Jul 2021
Data-driven deep density estimation Patrik Puchert Pedro Hermosilla Tobias Ritschel Timo Ropinski 73 6 0 23 Jul 2021
Transporting Causal Mechanisms for Unsupervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2021 Zhongqi Yue Qianru Sun Xiansheng Hua Hanwang Zhang CML 275 68 0 23 Jul 2021
Unrealistic Feature Suppression for Generative Adversarial Networks Sanghun Kim Seungkyu Lee GAN 83 1 0 23 Jul 2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage ScoringSocial Science Research Network (SSRN), 2021 Enrique Fernández-Blanco C. Fernandez-Lozano A. Pazos Daniel Rivero 116 4 0 23 Jul 2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution DataNeural Information Processing Systems (NeurIPS), 2021 D. Bashkirova Dan Hendrycks Donghyun Kim Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman OOD 158 25 0 23 Jul 2021
Pruning Ternary Quantization Danyang Liu Xiangshan Chen Jie Fu Chen Ma Xue Liu MQ 356 0 0 23 Jul 2021
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape PriorIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021 Max Coenen Franz Rottensteiner 138 9 0 22 Jul 2021
Geometric Data Augmentation Based on Feature Map EnsembleInternational Conference on Information Photonics (ICIP), 2021 Takashi Shibata Masayuki Tanaka Masatoshi Okutomi 120 1 0 22 Jul 2021
Domain Adaptation without Model Transferring Kunhong Wu Yucheng Shi Yahong Han Yunfeng Shao Bingshuai Li Qi Tian OOD 157 0 0 21 Jul 2021
On the Memorization Properties of Contrastive Learning Ildus Sadrtdinov Nadezhda Chirkova E. Lobacheva SSL 68 3 0 21 Jul 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 167 22 0 21 Jul 2021
Conditional GANs with Auxiliary Discriminative ClassifierInternational Conference on Machine Learning (ICML), 2021 Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 340 46 0 21 Jul 2021
Using Undervolting as an On-Device Defense Against Adversarial Machine Learning AttacksIEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2021 Saikat Majumdar Mohammad Hossein Samavatian Kristin Barber R. Teodorescu AAML 145 7 0 20 Jul 2021
Large-scale graph representation learning with very deep GNNs and self-supervision Ravichandra Addanki Peter W. Battaglia David Budden Andreea Deac Jonathan Godwin ... Wai Lok Sibon Li Alvaro Sanchez-Gonzalez Jacklynn Stott S. Thakoor Petar Velivcković SSL AI4CE 157 27 0 20 Jul 2021
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 65 0 0 20 Jul 2021
Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and SteganographyIEEE Transactions on Computational Social Systems (IEEE TCSS), 2021 Zihan Wang Olivia Byrnes Hu Wang Ruoxi Sun Congbo Ma Huaming Chen Qi Wu Minhui Xue 208 88 0 20 Jul 2021
Boosting Few-Shot Classification with View-Learnable Contrastive LearningIEEE International Conference on Multimedia and Expo (ICME), 2021 Xu Luo Yuxuan Chen Liangjiang Wen Lili Pan Zenglin Xu VLM SSL 207 27 0 20 Jul 2021
Understanding Gender and Racial Disparities in Image Recognition Models Rohan Mahadev Anindya Chakravarti FaML 63 4 0 20 Jul 2021
A New Clustering-Based Technique for the Acceleration of Deep Convolutional NetworksInternational Conference on Machine Learning and Applications (ICMLA), 2020 Erion-Vasilis M. Pikoulis C. Mavrokefalidis Aris S. Lalos 194 10 0 19 Jul 2021
Unsupervised Embedding Learning from Uncertainty Momentum Modeling Jiahuan Zhou Yansong Tang Fuchun Sun Ying Nian Wu 127 1 0 19 Jul 2021