Title
Homography Estimation with Convolutional Neural Networks Under Conditions of Variance David Niblick A. Kak 6 4 0 02 Oct 2020
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 40 525 0 29 Sep 2020
MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection Xin Lu Quanquan Li Buyu Li Junjie Yan ObjD 24 52 0 24 Sep 2020
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks Zhiqiang Shen Marios Savvides 31 63 0 17 Sep 2020
A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge A. Boschi Francesco Salvetti Vittorio Mazzia Marcello Chiaberge 30 13 0 31 Aug 2020
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy Donald R. Honeycutt Mahsan Nourani Eric D. Ragan HAI 22 61 0 28 Aug 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 20 154 0 26 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 28 247 0 12 Aug 2020
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts Nicolas Gonthier Saïd Ladjal Y. Gousseau WSOD 29 28 0 03 Aug 2020
Deep learning for scene recognition from visual data: a survey Alina Matei A. Glavan Estefanía Talavera 18 18 0 03 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 27 533 0 01 Jul 2020
Recurrent Relational Memory Network for Unsupervised Image Captioning Dan Guo Yang Wang Peipei Song Meng Wang GAN 35 40 0 24 Jun 2020
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks Avi Schwarzschild Micah Goldblum Arjun Gupta John P. Dickerson Tom Goldstein AAML TDI 21 162 0 22 Jun 2020
Rethinking Pre-training and Self-training Barret Zoph Golnaz Ghiasi Nayeon Lee Huayu Chen Hanxiao Liu E. D. Cubuk Quoc V. Le SSeg 48 645 0 11 Jun 2020
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels Junran Peng Xingyuan Bu Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan VLM ObjD 27 60 0 18 May 2020
Cross-media Structured Common Space for Multimedia Event Extraction Manling Li Alireza Zareian Qi Zeng Spencer Whitehead Di Lu Heng Ji Shih-Fu Chang 10 103 0 05 May 2020
Clue: Cross-modal Coherence Modeling for Caption Generation Malihe Alikhani Piyush Sharma Shengjie Li Radu Soricut Matthew Stone 38 56 0 02 May 2020
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application Vittorio Mazzia Francesco Salvetti Aleem Khaliq Marcello Chiaberge 22 152 0 28 Apr 2020
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval Tobias Weyand A. Araújo Bingyi Cao Jack Sim 39 363 0 03 Apr 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 31 133 0 23 Mar 2020
PANDA: A Gigapixel-level Human-centric Video Dataset Xueyan Wang Xiya Zhang Yinheng Zhu Yuchen Guo Xiaoyun Yuan ... Zerun Wang Guiguang Ding D. Brady Qionghai Dai Lu Fang VGen 44 79 0 10 Mar 2020
Cross-dataset Training for Class Increasing Object Detection Yongqiang Yao Yan Wang Yu-Xiao Guo Jiaojiao Lin Hongwei Qin Junjie Yan ObjD 24 17 0 14 Jan 2020
Big Transfer (BiT): General Visual Representation Learning Alexander Kolesnikov Lucas Beyer Xiaohua Zhai J. Puigcerver Jessica Yung Sylvain Gelly N. Houlsby MQ 106 1,183 0 24 Dec 2019
Meshed-Memory Transformer for Image Captioning Marcella Cornia Matteo Stefanini Lorenzo Baraldi Rita Cucchiara 14 868 0 17 Dec 2019
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 21 178 0 10 Dec 2019
Scaling Out-of-Distribution Detection for Real-World Settings Dan Hendrycks Steven Basart Mantas Mazeika Andy Zou Joe Kwon Mohammadreza Mostajabi Jacob Steinhardt D. Song OODD 20 455 0 25 Nov 2019
Weighted boxes fusion: Ensembling boxes from different object detection models R. Solovyev Weimin Wang Tatiana Gabruseva 24 48 0 29 Oct 2019
Extraction of Complex DNN Models: Real Threat or Boogeyman? B. Atli S. Szyller Mika Juuti Samuel Marchal Nadarajah Asokan MLAU MIACV 30 45 0 11 Oct 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 28 168 0 08 Oct 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 25 458 0 31 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 32 799 0 10 Aug 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 27 525 0 06 Aug 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Christopher Xie Yu Xiang Arsalan Mousavian Dieter Fox 19 92 0 30 Jul 2019
Distilling Translations with Visual Awareness Julia Ive Pranava Madhyastha Lucia Specia VLM 30 76 0 18 Jun 2019
Does Object Recognition Work for Everyone? Terrance Devries Ishan Misra Changhan Wang L. V. D. van der Maaten 36 261 0 06 Jun 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 32 8 0 28 May 2019
Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation Zih-Siou Hung Arun Mallya Svetlana Lazebnik ViT 29 14 0 28 May 2019
Efficient Object Annotation via Speaking and Pointing Michael Gygli V. Ferrari ObjD VLM 18 17 0 25 May 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 21 405 0 16 Apr 2019
Robust Inference via Generative Classifiers for Handling Noisy Labels Kimin Lee Sukmin Yun Kibok Lee Honglak Lee Bo-wen Li Jinwoo Shin NoLa 33 134 0 31 Jan 2019
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 74 2,422 0 06 Sep 2018
Detecting Visual Relationships Using Box Attention Alexander Kolesnikov Alina Kuznetsova Christoph H. Lampert V. Ferrari 45 65 0 05 Jul 2018
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017