Title
Multimodal Entity Linking for TweetsEuropean Conference on Information Retrieval (ECIR), 2020 Omar Adjali Romaric Besançon Olivier Ferret Hervé Le Borgne Brigitte Grau 140 56 0 07 Apr 2021
V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection Mingyang Shang Dawei Xiang Zhicheng Wang Erjin Zhou 183 13 0 07 Apr 2021
Few-Shot Incremental Learning with Continually Evolved ClassifiersComputer Vision and Pattern Recognition (CVPR), 2021 Chi Zhang Nan Song Guosheng Lin Yun Zheng Pan Pan Yinghui Xu CLL 274 372 0 07 Apr 2021
[RE] CNN-generated images are surprisingly easy to spot...for now Joel Frank Thorsten Holz 105 4 0 07 Apr 2021
Multimodal Object Detection via Probabilistic EnsemblingEuropean Conference on Computer Vision (ECCV), 2021 Yi-Ting Chen Jing Shi Zelin Ye Christoph Mertz Deva Ramanan Shu Kong 329 165 0 07 Apr 2021
Self-Supervised Learning for Gastritis Detection with Gastric X-ray ImagesInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Guang Li Ren Togo Takahiro Ogawa Miki Haseyama 185 15 0 07 Apr 2021
Heuristics2Annotate: Efficient Annotation of Large-Scale Marathon Dataset For Bounding Box Regression P. Rajput Y. Napolean Jan van Gemert CVBM 106 0 0 06 Apr 2021
Creativity and Machine Learning: A SurveyACM Computing Surveys (CSUR), 2021 Giorgio Franceschelli Mirco Musolesi VLM AI4CE 461 54 0 06 Apr 2021
SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose EstimationAAAI Conference on Artificial Intelligence (AAAI), 2021 Jiabin Zhang Zheng Zhu Jiwen Lu Junjie Huang Guan Huang Jie Zhou 3DH 474 14 0 06 Apr 2021
A Review of Formal Methods applied to Machine Learning Caterina Urban Antoine Miné 256 68 0 06 Apr 2021
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network InterpretationProceedings of the VLDB Endowment (PVLDB), 2021 Dong He Maureen Daum Walter Cai Magdalena Balazinska HAI 238 6 0 06 Apr 2021
Beyond Categorical Label Representations for Image ClassificationInternational Conference on Learning Representations (ICLR), 2021 Boyuan Chen Yu Li Sunand Raghupathi Hod Lipson SSL 152 2 0 06 Apr 2021
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification S. Silva Arun Das I. Scarff Peyman Najafirad AAML 148 1 0 05 Apr 2021
Towards Self-Adaptive Metric Learning On the FlyThe Web Conference (WWW), 2019 Y. Gao Yifan Li Swarup Chandra Latifur Khan B. Thuraisingham 128 22 0 03 Apr 2021
Exponentiated Gradient Reweighting for Robust Training Under Label Noise and Beyond Negin Majidi Ehsan Amid Hossein Talebi Manfred K. Warmuth NoLa 140 19 0 03 Apr 2021
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient ImplementationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021 Xizi Chen Jingyang Zhu Jingbo Jiang Chi-Ying Tsui 71 15 0 03 Apr 2021
LeViT: a Vision Transformer in ConvNet's Clothing for Faster InferenceIEEE International Conference on Computer Vision (ICCV), 2021 Ben Graham Alaaeldin El-Nouby Hugo Touvron Pierre Stock Armand Joulin Edouard Grave Matthijs Douze ViT 302 937 0 02 Apr 2021
Inference of Recyclable Objects with Convolutional Neural Networks Jaime Caballero Francisco Vergara Randal Miranda José Serracín HAI 41 4 0 02 Apr 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021 Yifan Zhang Luan Tran Xiaoming Liu 3DV 145 18 0 02 Apr 2021
Bridging Global Context Interactions for High-Fidelity Image CompletionComputer Vision and Pattern Recognition (CVPR), 2021 Chuanxia Zheng Tat-Jen Cham Jianfei Cai Dinh Q. Phung ViT 129 99 0 02 Apr 2021
Learning to Filter: Siamese Relation Network for Robust TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Shuyang Cheng Bineng Zhong Guorong Li Xin Liu Zhenjun Tang Xianxian Li Jing Wang 134 99 0 02 Apr 2021
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable DirectionsIEEE International Conference on Computer Vision (ICCV), 2021 Oğuz Kaan Yüksel Enis Simsar Ezgi Gulperi Er Pinar Yanardag SSL 191 70 0 02 Apr 2021
Memorability: An image-computable measure of information utility Zoya Bylinskii L. Goetschalckx Anelise Newman A. Oliva HAI 109 27 0 01 Apr 2021
No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep NetworksInternational Conference on Learning Representations (ICLR), 2021 Shyamgopal Karthik Christian Schroeder de Witt P. Dokania Vineet Gandhi 129 24 0 01 Apr 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained ClassificationComputer Vision and Pattern Recognition (CVPR), 2021 Jong-Chyi Su Zezhou Cheng Subhransu Maji 206 63 0 01 Apr 2021
Model Selection's Disparate Impact in Real-World Deep Learning Applications Jessica Zosa Forde A. Feder Cooper Kweku Kwegyir-Aggrey Chris De Sa Michael Littman 130 23 0 01 Apr 2021
Text to Image Generation with Semantic-Spatial Aware GANComputer Vision and Pattern Recognition (CVPR), 2021 Kaiqin Hu Wentong Liao M. Yang Bodo Rosenhahn 258 159 0 01 Apr 2021
Improving Calibration for Long-Tailed RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Zhisheng Zhong Jiequan Cui Shu Liu Jiaya Jia 254 365 0 01 Apr 2021
MeetDurian: A Gameful Mobile App to Prevent COVID-19 InfectionInternational Conference on Mobile Software Engineering and Systems (MOBILESoft), 2021 Dongliang Chen A. Bucchiarone Zhihan Lv 176 50 0 01 Apr 2021
STMTrack: Template-free Visual Tracking with Space-time Memory NetworksComputer Vision and Pattern Recognition (CVPR), 2021 Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 300 285 0 01 Apr 2021
Learning from Noisy Labels via Dynamic Loss ThresholdingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Hao Yang Youzhi Jin Zi-Hua Li Deng-Bao Wang Lei Miao Xin Geng Min-Ling Zhang NoLa AI4CE 119 11 0 01 Apr 2021
EfficientNetV2: Smaller Models and Faster TrainingInternational Conference on Machine Learning (ICML), 2021 Mingxing Tan Quoc V. Le EgoV 1.2K 3,614 0 01 Apr 2021
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric QuantizerIEEE Access (IEEE Access), 2021 Phuoc Pham J. Abraham Jaeyong Chung MQ 173 15 0 01 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a DatabaseIEEE International Conference on Computer Vision (ICCV), 2021 Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Pawan Goyal 3DV 126 31 0 31 Mar 2021
Going deeper with Image TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Edouard Grave ViT 448 1,173 0 31 Mar 2021
Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation J. Song Kyeongbo Kong Ye In Park Suk-Ju Kang 142 4 0 31 Mar 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2021 Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 181 183 0 31 Mar 2021
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular ImagesIET Biometrics (IB), 2021 F. Alonso-Fernandez Kevin Hernandez Diaz Silvia Ramis Francisco J. Perales López J. Bigün CVBM 221 29 0 31 Mar 2021
DAP: Detection-Aware Pre-training with Weak SupervisionComputer Vision and Pattern Recognition (CVPR), 2021 Yuanyi Zhong Jianfeng Wang Lijuan Wang Jian-wei Peng Yu-Xiong Wang Lei Zhang 181 16 0 30 Mar 2021
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing DataIEEE International Conference on Computer Vision (ICCV), 2021 Oscar Manas Alexandre Lacoste Xavier Giró-i-Nieto David Vazquez Pau Rodríguez López 239 321 0 30 Mar 2021
Rectification-based Knowledge Retention for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2021 Pravendra Singh Pratik Mazumder Piyush Rai Vinay P. Namboodiri CLL 112 48 0 30 Mar 2021
Broaden Your Views for Self-Supervised Video LearningIEEE International Conference on Computer Vision (ICCV), 2021 Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 266 139 0 30 Mar 2021
Deep Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt Martin Danelljan Michael Felsberg Fahad Shahbaz Khan VLM 154 2 0 30 Mar 2021
Endo-Depth-and-Motion: Reconstruction and Tracking in Endoscopic Videos using Depth Networks and Photometric ConstraintsIEEE Robotics and Automation Letters (RA-L), 2021 D. Recasens J. Lamarca José M. Fácil José M.M. Montiel Javier Civera MDE 153 140 0 30 Mar 2021
Benchmarking Representation Learning for Natural World Image CollectionsComputer Vision and Pattern Recognition (CVPR), 2021 Grant Van Horn Elijah Cole Sara Beery Kimberly Wilber Serge J. Belongie Oisin Mac Aodha SSL VLM 234 204 0 30 Mar 2021
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models Omar Shaikh Jon Saad-Falcon Austin P. Wright Nilaksh Das Scott Freitas O. Asensio Duen Horng Chau 139 23 0 30 Mar 2021
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2021 Hao Chen Benoit Lagadec Francois Bremond SSL 332 242 0 30 Mar 2021
Differentiable Network Adaption with Elastic Search Space Shaopeng Guo Yujie Wang Kun Yuan Quanquan Li 74 1 0 30 Mar 2021
cuConv: A CUDA Implementation of Convolution for CNN InferenceCluster Computing (Cluster Comput.), 2021 Marc Jordà Pedro Valero-Lara Antonio J. Peña 3DV BDL 134 16 0 30 Mar 2021
Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG SignalSoft Computing - A Fusion of Foundations, Methodologies and Applications (Soft Comput.), 2019 Enrique Fernández-Blanco Daniel Rivero A. Pazos 97 40 0 30 Mar 2021