Title
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 21 125 0 12 Apr 2022
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction Kalyan Vasudev Alwala Abhinav Gupta Shubham Tulsiani 32 30 0 07 Apr 2022
How stable are Transferability Metrics evaluations? A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 35 22 0 04 Apr 2022
Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI Mahima Pushkarna Andrew Zaldivar Oddur Kjartansson AI4TS 27 197 0 03 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 13 572 0 01 Apr 2022
Image Retrieval from Contextual Descriptions Benno Krojer Vaibhav Adlakha Vibhav Vineet Yash Goyal E. Ponti Siva Reddy 13 29 0 29 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 34 40 0 24 Mar 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning Wei Li Can Gao Guocheng Niu Xinyan Xiao Hao Liu Jiachen Liu Hua-Hong Wu Haifeng Wang MLLM 11 21 0 17 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 21 19 0 15 Mar 2022
Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition Peipei Zhu Xiao Wang Yong Luo Zhenglong Sun Wei-Shi Zheng Yaowei Wang C. L. P. Chen 24 12 0 07 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 Feb 2022
Optical flow-based branch segmentation for complex orchard environments A. You C. Grimm J. Davidson 23 9 0 26 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 53 850 0 07 Feb 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 19 7 0 02 Feb 2022
Deep Learning Approaches on Image Captioning: A Review Taraneh Ghandi H. Pourreza H. Mahyar VLM 13 89 0 31 Jan 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 94 132 0 27 Jan 2022
CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection Cheng Ma Xingjia Pan QiXiang Ye Fan Tang Weiming Dong Changsheng Xu 45 14 0 26 Jan 2022
CLIP-Event: Connecting Text and Images with Event Structures Manling Li Ruochen Xu Shuohang Wang Luowei Zhou Xudong Lin Chenguang Zhu Michael Zeng Heng Ji Shih-Fu Chang VLM CLIP 16 123 0 13 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo-wen Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 36 96 0 07 Jan 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 26 100 0 23 Dec 2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A. Athar Jonathon Luiten Alexander Hermans Deva Ramanan Bastian Leibe VOS 24 25 0 16 Dec 2021
Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lin Liang Zhe Gan Lijuan Wang Yezhou Yang Zicheng Liu ViT VLM 21 86 0 09 Dec 2021
Visual Persuasion in COVID-19 Social Media Content: A Multi-Modal Characterization Mesut Erhan Unal Adriana Kovashka Wen-Ting Chung Yu-Ru Lin 13 4 0 05 Dec 2021
$Optimization of phase-only holograms calculated with scaled diffraction calculation through deep neural networks$ Optimization of phase-only holograms calculated with scaled diffraction calculation through deep neural networks Yoshiyuki Ishii Tomoyoshi Shimobaba David Blinder Tobias Birnbaum P. Schelkens Takashi Kakue T. Ito 9 10 0 02 Dec 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 18 292 0 24 Nov 2021
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Faisal Ahmed Zicheng Liu Yumao Lu Lijuan Wang 24 111 0 23 Nov 2021
Class-agnostic Object Detection with Multi-modal Transformer Muhammad Maaz H. Rasheed Salman Khan F. Khan Rao Muhammad Anwer Ming Yang 15 91 0 22 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 24 12 0 17 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 71 330 0 11 Nov 2021
Resource-Efficient Federated Learning A. Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A. Fahmy FedML 25 52 0 01 Nov 2021
Multi-label Classification with Partial Annotations using Class-aware Selective Loss Emanuel Ben-Baruch T. Ridnik Itamar Friedman Avi Ben-Cohen Nadav Zamir Asaf Noy Lihi Zelnik-Manor 30 38 0 21 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 226 1,019 0 13 Oct 2021
Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement Xavier Gitiaux Aditya Khant Ebrahim Beyrami Chandan K. A. Reddy J. Gupchup Ross Cutler 22 0 0 08 Oct 2021
Inferring Offensiveness In Images From Natural Language Supervision P. Schramowski Kristian Kersting 30 2 0 08 Oct 2021
Panoptic Narrative Grounding Cristina González Nicolás Ayobi Isabela Hernández José Hernández Jordi Pont-Tuset Pablo Arbeláez 79 22 0 10 Sep 2021
Learning to Generate Scene Graph from Natural Language Supervision Yiwu Zhong Jing Shi Jianwei Yang Chenliang Xu Yin Li SSL 31 77 0 06 Sep 2021
DVM-CAR: A large-scale automotive dataset for visual marketing research and applications JingMin Huang Bowei Chen Lan Luo Shigang Yue I. Ounis 28 15 0 10 Aug 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation Yuren Cong Wentong Liao H. Ackermann Bodo Rosenhahn M. Yang ViT 11 122 0 26 Jul 2021
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling Xiaoxue Zang Lijuan Liu Maria Wang Yang Song Hao Zhang Jindong Chen VLM 27 55 0 06 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 13 161 0 01 Jul 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 37 59 0 23 Jun 2021
Tracking Instances as Queries Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Ying Shan Bin Feng Wenyu Liu 24 10 0 22 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan T. Tan Zhaoxiang Zhang ObjD VLM 28 53 0 21 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Vidit Goel Jiachen Li Shubhika Garg Harsh Maheshwari Humphrey Shi 19 7 0 19 Jun 2021
Efficient Self-supervised Vision Transformers for Representation Learning Chunyuan Li Jianwei Yang Pengchuan Zhang Mei Gao Bin Xiao Xiyang Dai Lu Yuan Jianfeng Gao ViT 32 209 0 17 Jun 2021
Compositional Sketch Search Alexander Black Tu Bui Long Mai Hailin Jin John Collomosse 19 1 0 15 Jun 2021
Provably Robust Detection of Out-of-distribution Data (almost) for free Alexander Meinke Julian Bitterwolf Matthias Hein OODD 25 22 0 08 Jun 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 21 52 0 28 May 2021
The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can Help Danula Hettiachchi M. Schaekermann Tristan McKinney Matthew Lease 54 19 0 20 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 22 125 0 12 May 2021