Title
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation A. Goel Basura Fernando Frank Keller Hakan Bilen 108 33 0 26 Nov 2021
Scene Graph Generation with Geometric Context Vishal Kumar Albert Mundu S. Singh GNN 3DV 37 2 0 25 Nov 2021
Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark Qian Yin Qingyong Hu Hao Liu Feng Zhang Yingqian Wang Zaiping Lin Wei An Yulan Guo 113 92 0 25 Nov 2021
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets Marcella Cornia Lorenzo Baraldi G. Fiameni Rita Cucchiara 109 12 0 24 Nov 2021
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling Tsu-Jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin Wenjie Wang Lijuan Wang Zicheng Liu VLM 154 221 0 24 Nov 2021
Hierarchical Modular Network for Video Captioning Hanhua Ye Guorong Li Yuankai Qi Shuhui Wang Qingming Huang Ming-Hsuan Yang 127 70 0 24 Nov 2021
Scaling Up Vision-Language Pre-training for Image Captioning Xiaowei Hu Zhe Gan Jianfeng Wang Zhengyuan Yang Zicheng Liu Yumao Lu Lijuan Wang MLLM VLM 170 249 0 24 Nov 2021
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek BDL 104 22 0 23 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 146 117 0 23 Nov 2021
Florence: A New Foundation Model for Computer Vision Lu Yuan Dongdong Chen Yi-Ling Chen Noel Codella Xiyang Dai ... Zhen Xiao Jianwei Yang Michael Zeng Luowei Zhou Pengchuan Zhang VLM 185 907 0 22 Nov 2021
Class-agnostic Object Detection with Multi-modal Transformer Muhammad Maaz H. Rasheed Salman Khan Fahad Shahbaz Khan Rao Muhammad Anwer Ming-Hsuan Yang 156 97 0 22 Nov 2021
Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture Daria Bakshandaeva Denis Dimitrov V.Ya. Arkhipkin Alex Shonenkov M. Potanin ... Mikhail Martynov Anton Voronov Vera Davydova E. Tutubalina Aleksandr Petiushko 110 0 0 22 Nov 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 114 122 0 19 Nov 2021
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning Jianfeng Wang Xiaowei Hu Zhe Gan Zhengyuan Yang Xiyang Dai Zicheng Liu Yumao Lu Lijuan Wang ViT 78 57 0 19 Nov 2021
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels M. Gao Chen Xing Juan Carlos Niebles Junnan Li Ran Xu Wenhao Liu Caiming Xiong VLM ObjD 104 86 0 18 Nov 2021
Learning to Compose Visual Relations Nan Liu Shuang Li Yilun Du J. Tenenbaum Antonio Torralba CoGe OCL 91 80 0 17 Nov 2021
Transparent Human Evaluation for Image Captioning Jungo Kasai Keisuke Sakaguchi Lavinia Dunagan Jacob Morrison Ronan Le Bras Yejin Choi Noah A. Smith 82 49 0 17 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 63 13 0 17 Nov 2021
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts Yan Zeng Xinsong Zhang Hang Li VLM CLIP 95 308 0 16 Nov 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 67 8 0 12 Nov 2021
Full Characterization of Adaptively Strong Majority Voting in Crowdsourcing M. Boyarskaya Panagiotis G. Ipeirotis 52 0 0 11 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 191 356 0 11 Nov 2021
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective Zhengzhuo Xu Zenghao Chai Chun Yuan 121 53 0 06 Nov 2021
An Empirical Study of Training End-to-End Vision-and-Language Transformers Zi-Yi Dou Yichong Xu Zhe Gan Jianfeng Wang Shuohang Wang ... Pengchuan Zhang Lu Yuan Nanyun Peng Zicheng Liu Michael Zeng VLM 104 381 0 03 Nov 2021
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts Hangbo Bao Wenhui Wang Li Dong Qiang Liu Owais Khan Mohammed Kriti Aggarwal Subhojit Som Furu Wei VLM MLLM MoE 104 560 0 03 Nov 2021
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence Nicholas Roy Ingmar Posner Timothy D. Barfoot Philippe Beaudoin Yoshua Bengio ... S. Schaal Gaurav Sukhatme D. Thérien Marc Toussaint M. van de Panne 114 56 0 28 Oct 2021
Perceptual Score: What Data Modalities Does Your Model Perceive? Itai Gat Idan Schwartz Alex Schwing 96 32 0 27 Oct 2021
SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation A. Moudgil Arjun Majumdar Harsh Agrawal Stefan Lee Dhruv Batra LM&Ro 84 61 0 27 Oct 2021
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning Pan Lu Liang Qiu Jiaqi Chen Tony Xia Yizhou Zhao Wei Zhang Zhou Yu Xiaodan Liang Song-Chun Zhu AIMat 164 206 0 25 Oct 2021
MIGS: Meta Image Generation from Scene Graphs R. Rajagede Sabrina Musatian Helisa Dhamo Nassir Navab VLM 80 10 0 22 Oct 2021
Single-Modal Entropy based Active Learning for Visual Question Answering Dong-Jin Kim Jae-Won Cho Jinsoo Choi Yunjae Jung In So Kweon 63 12 0 21 Oct 2021
Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization A. Maharana Joey Tianyi Zhou 84 63 0 21 Oct 2021
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics F. Yousefirizi P. Decazes Amine Amyar S. Ruan Babak Saboury Arman Rahmim LM&MA MedIm 87 45 0 20 Oct 2021
StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects Weiyu Liu Chris Paxton Tucker Hermans Dieter Fox 101 94 0 19 Oct 2021
Towards Optimal Correlational Object Search Kaiyu Zheng Rohan Chitnis Yoonchang Sung George Konidaris Stefanie Tellex 77 22 0 19 Oct 2021
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation Yupan Huang Bei Liu Jianlong Fu Yutong Lu DiffM 65 6 0 19 Oct 2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation Yupan Huang Hongwei Xue Bei Liu Yutong Lu 79 59 0 19 Oct 2021
Towards Language-guided Visual Recognition via Dynamic Convolutions Gen Luo Yiyi Zhou Xiaoshuai Sun Yongjian Wu Yue Gao Rongrong Ji ObjD 98 19 0 17 Oct 2021
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models Woojeong Jin Yu Cheng Yelong Shen Weizhu Chen Xiang Ren VLM VPVLM MLLM 117 138 0 16 Oct 2021
Self-Annotated Training for Controllable Image Captioning Zhangzi Zhu Tianlei Wang Hong Qu 72 2 0 16 Oct 2021
NoisyActions2M: A Multimedia Dataset for Video Understanding from Noisy Labels Mohit Sharma Rajkumar Patra Harshali Desai Shruti Vyas Yogesh S Rawat R. Shah VGen NoLa 59 3 0 13 Oct 2021
Topic Scene Graph Generation by Attention Distillation from Caption Wenbin Wang R. Wang X. Chen DiffM 94 14 0 12 Oct 2021
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking Dirk Vath Pascal Tilli Ngoc Thang Vu 82 4 0 11 Oct 2021
Learning Single/Multi-Attribute of Object with Symmetry and Group Yong-Lu Li Yue Xu Xinyu Xu Xiaohan Mao Cewu Lu 133 6 0 09 Oct 2021
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content Alan Lundgard Arvind Satyanarayan 59 136 0 08 Oct 2021
Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning Ali Furkan Biten L. G. I. Bigorda Dimosthenis Karatzas 159 63 0 04 Oct 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li Elias Stengel-Eskin Yixiao Zhang Cihang Xie Q. Tran Benjamin Van Durme Alan Yuille VLM 73 15 0 01 Oct 2021
Geometry Attention Transformer with Position-aware LSTMs for Image Captioning Chi-Yin Wang Yulin Shen Luping Ji ViT 106 53 0 01 Oct 2021
Grounding Predicates through Actions Toki Migimatsu Jeannette Bohg 202 35 0 29 Sep 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello Edoardo Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 171 180 0 28 Sep 2021