Title
Machine Vision based Sample-Tube Localization for Mars Sample ReturnIEEE Aerospace Conference (AERO), 2021 S. Daftry Barry Ridge William Seto Tu-Hoa Pham P. Ilhardt ... Mark Van der Merwe A. Brinkman John Mayo Eric Kulczyski Renaud Detry 152 7 0 17 Mar 2021
Training GANs with Stronger Augmentations via Contrastive DiscriminatorInternational Conference on Learning Representations (ICLR), 2021 Jongheon Jeong Jinwoo Shin 179 67 0 17 Mar 2021
Generating Annotated Training Data for 6D Object Pose Estimation in Operational Environments with Minimal User Interaction Paul Koch Marian Schluter Serge Thill 111 0 0 17 Mar 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions Sebastian Bujwid Josephine Sullivan VLM 198 32 0 17 Mar 2021
On the Role of Images for Analyzing Claims in Social Media Gullal Singh Cheema Sherzod Hakimov Eric Müller-Budack Ralph Ewerth 243 10 0 17 Mar 2021
CNN Model & Tuning for Global Road Damage Detection Rahul Vishwakarma Ravigopal Vennelakanti 104 34 0 17 Mar 2021
Pose-GNN : Camera Pose Estimation System Using Graph Neural Networks Ahmed M. Elmoogy Xiaodai Dong Tao Lu Robert Westendorp K. Reddy 124 10 0 17 Mar 2021
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs Weihua Hu Matthias Fey Hongyu Ren Maho Nakata Yuxiao Dong J. Leskovec AI4CE 226 460 0 17 Mar 2021
Ternary Hashing Chang Liu Lixin Fan Kam Woh Ng Yilun Jin Ce Ju Tianyu Zhang Chee Seng Chan Qiang Yang 186 4 0 16 Mar 2021
Is it enough to optimize CNN architectures on ImageNet? Lukas Tuggener Jürgen Schmidhuber Thilo Stadelmann 156 26 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 163 11 0 15 Mar 2021
Sampling-free Variational Inference for Neural Networks with Multiplicative Activation NoiseGerman Conference on Pattern Recognition (DAGM), 2021 Jannik Schmitt Stefan Roth UQCV 166 6 0 15 Mar 2021
The QXS-SAROPT Dataset for Deep Learning in SAR-Optical Data Fusion Meiyu Huang Yao Xu Lixin Qian Weili Shi Yaqin Zhang Wei Bao Nan Wang Xuejiao Liu Xueshuang Xiang 190 69 0 15 Mar 2021
Boosting ship detection in SAR images with complementary pretraining techniquesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2021 Wei Bao Meiyu Huang Yaqin Zhang Yao Xu Xuejiao Liu Xueshuang Xiang 144 42 0 15 Mar 2021
Adversarial Training is Not Ready for Robot LearningIEEE International Conference on Robotics and Automation (ICRA), 2021 Mathias Lechner Ramin Hasani Radu Grosu Daniela Rus T. Henzinger AAML 156 34 0 15 Mar 2021
CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner Cheng Luo L. Qu Youshan Miao Jun Zhou Y. Xiong 91 0 0 14 Mar 2021
uTHCD: A New Benchmarking for Tamil Handwritten OCRIEEE Access (IEEE Access), 2021 Noushath Shaffi Faizal Hajamohideen 82 31 0 13 Mar 2021
Internal Wasserstein Distance for Adversarial Attack and Defense Jincheng Li Shuhai Zhang Jingyun Liang Jian Chen Zhuliang Yu Yang Xiang AAML 216 4 0 13 Mar 2021
Revisiting ResNets: Improved Training and Scaling StrategiesNeural Information Processing Systems (NeurIPS), 2021 Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 198 334 0 13 Mar 2021
Towards Learning Food Portion From Monocular Images With Cross-Domain Feature AdaptationIEEE International Workshop on Multimedia Signal Processing (MMSP), 2021 Zeman Shao S. Fang Runyu Mao Jiangpeng He Janine L. Wright Deborah Kerr C. Boushey Fengqing Zhu 3DH 124 25 0 12 Mar 2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness Jie Ren Die Zhang Yisen Wang Lu Chen Zhanpeng Zhou ... Feng He Xin Eric Wang Meng Zhou Jie Shi Quanshi Zhang AAML 240 26 0 12 Mar 2021
Monocular Quasi-Dense 3D Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Hou-Ning Hu Yung-Hsu Yang Tobias Fischer Trevor Darrell Feng Yu Min Sun 3DPC 201 141 0 12 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2021 Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 268 180 0 12 Mar 2021
The Semi-Supervised iNaturalist-Aves Challenge at FGVC7 Workshop Jong-Chyi Su Subhransu Maji 130 31 0 11 Mar 2021
Deep Graph Matching under Quadratic ConstraintComputer Vision and Pattern Recognition (CVPR), 2021 Quankai Gao Fudong Wang Nan Xue Jin-Gang Yu Guisong Xia 107 42 0 11 Mar 2021
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networksInternational Conference on Pattern Recognition (ICPR), 2021 Theodoros Georgiou Sebastian Schmitt Thomas Bäck Wei Chen M. Lew ODL 109 5 0 11 Mar 2021
A Study of Face Obfuscation in ImageNetInternational Conference on Machine Learning (ICML), 2021 Kaiyu Yang Jacqueline Yau Li Fei-Fei Gaowen Liu Olga Russakovsky PICV CVBM 224 158 0 10 Mar 2021
Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation Loann Giovannangeli R. Giot D. Auber Romain Bourqui 72 3 0 10 Mar 2021
Multi-Pretext Attention Network for Few-shot Learning with Self-supervisionIEEE International Conference on Multimedia and Expo (ICME), 2021 Hainan Li Renshuai Tao Jun Li Haotong Qin Yifu Ding Shuo Wang Xianglong Liu SSL 127 9 0 10 Mar 2021
AttaNet: Attention-Augmented Network for Fast and Accurate Scene ParsingAAAI Conference on Artificial Intelligence (AAAI), 2021 Qi Song Kangfu Mei Rui Huang SSeg 186 87 0 10 Mar 2021
Deep Sensing of Urban WaterloggingIEEE Access (IEEE Access), 2021 S. Lo Jyh-Horng Wu Jo-Yu Chang Chien-Hao Tseng Meng-Wei Lin Fang-Pang Lin 119 15 0 10 Mar 2021
Reframing Neural Networks: Deep Structure in Overcomplete RepresentationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Calvin Murdock George Cazenavette Simon Lucey BDL 227 6 0 10 Mar 2021
Capturing Omni-Range Context for Omnidirectional SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Kailun Yang Kailai Li Simon Reiß Xinxin Hu Rainer Stiefelhagen 129 78 0 09 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question AnsweringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 144 41 0 09 Mar 2021
Doubly Contrastive Deep Clustering Zhiyuan Dang Cheng Deng Xu Yang Heng-Chiao Huang SSL 122 17 0 09 Mar 2021
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation Chaohao Xie Dongwei Ren Lei Wang W. Zuo 222 4 0 09 Mar 2021
Pixel-wise Anomaly Detection in Complex Driving ScenesComputer Vision and Pattern Recognition (CVPR), 2021 Giancarlo Di Biase Hermann Blum Roland Siegwart Cesar Cadena UQCV 186 178 0 09 Mar 2021
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural NetworkACM Multimedia (ACM MM), 2021 Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Ming Liu 128 31 0 09 Mar 2021
Contemplating real-world object classificationInternational Conference on Learning Representations (ICLR), 2021 Ali Borji OOD 109 9 0 08 Mar 2021
Offboard 3D Object Detection from Point Cloud SequencesComputer Vision and Pattern Recognition (CVPR), 2021 C. Qi Yin Zhou Mahyar Najibi Pei Sun Khoa T. Vo Boyang Deng Dragomir Anguelov 3DPC 282 199 0 08 Mar 2021
Analysis of Convolutional Decoder for Image Caption Generation Sulabh Katiyar S. Borgohain 99 0 0 08 Mar 2021
Unveiling the Potential of Structure Preserving for Weakly Supervised Object LocalizationComputer Vision and Pattern Recognition (CVPR), 2021 Xingjia Pan Yingguo Gao Zhiwen Lin Fan Tang Weiming Dong Haolei Yuan Feiyue Huang Changsheng Xu WSOL 274 98 0 08 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research ChallengesACM Computing Surveys (CSUR), 2021 Yoshitomo Matsubara Marco Levorato Francesco Restuccia 307 263 0 08 Mar 2021
Repurposing GANs for One-shot Semantic Part SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 453 120 0 07 Mar 2021
End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 125 29 0 06 Mar 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 Zheng Zhu Guan Huang Jiankang Deng Yun Ye Junjie Huang ... Jiagang Zhu Tian Yang Jiwen Lu Dalong Du Jie Zhou CVBM 316 306 0 06 Mar 2021
Adaptive Multi-Teacher Multi-level Knowledge DistillationNeurocomputing (Neurocomputing), 2020 Yuang Liu Wei Zhang Jun Wang 150 194 0 06 Mar 2021
CAM-GAN: Continual Adaptation Modules for Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2021 Sakshi Varshney Vinay Kumar Verma K. SrijithP. Lawrence Carin Piyush Rai GAN CLL 102 24 0 06 Mar 2021
Generating Images with Sparse RepresentationsInternational Conference on Machine Learning (ICML), 2021 C. Nash Jacob Menick Sander Dieleman Peter W. Battaglia 207 260 0 05 Mar 2021
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationMachine Learning for Biomedical Imaging (MLBI), 2021 T. Bdair Nassir Navab Shadi Albarqouni FedML 214 15 0 05 Mar 2021