Title
Learning Imbalanced Datasets with Maximum Margin Loss Haeyong Kang Thang Vu Chang D. Yoo 21 18 0 11 Jun 2022
Referring Image Matting Jizhizi Li Jing Zhang Dacheng Tao ObjD VLM 29 23 0 10 Jun 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs Jinguo Zhu Xizhou Zhu Wenhai Wang Xiaohua Wang Hongsheng Li Xiaogang Wang Jifeng Dai MoMe MoE 34 66 0 09 Jun 2022
Revealing Single Frame Bias for Video-and-Language Learning Jie Lei Tamara L. Berg Joey Tianyi Zhou 24 111 0 07 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 35 3 0 06 Jun 2022
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge Dustin Schwenk Apoorv Khandelwal Christopher Clark Kenneth Marino Roozbeh Mottaghi 16 507 0 03 Jun 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 36 50 0 02 Jun 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 32 13 0 30 May 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 61 529 0 27 May 2022
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 28 36 0 27 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 27 123 0 27 May 2022
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation Jingnong Qu Liunian Harold Li Jieyu Zhao Sunipa Dev Kai-Wei Chang 21 12 0 25 May 2022
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset Ashish V. Thapliyal Jordi Pont-Tuset Xi Chen Radu Soricut VGen 90 72 0 25 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 34 10 0 25 May 2022
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval Feilong Chen Xiuyi Chen Jiaxin Shi Duzhen Zhang Jianlong Chang Qi Tian VLM CLIP 36 6 0 24 May 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar Akshita Bhagia Yonatan Bisk Florian Metze A. Black Ana Marasović 31 4 0 24 May 2022
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering Yanan Wang Michihiro Yasunaga Hongyu Ren Shinya Wada J. Leskovec 29 17 0 23 May 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Yuan Yao Qi-An Chen Ao Zhang Wei Ji Zhiyuan Liu Tat-Seng Chua Maosong Sun VLM MLLM 29 38 0 23 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 54 17 0 23 May 2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang Filip Ilievski Kaixin Ma Jonathan M Francis A. Oltramari SSL 23 5 0 21 May 2022
Let's Talk! Striking Up Conversations via Conversational Visual Question Generation Shih-Han Chan Tsai-Lun Yang Yun-Wei Chu Chi-Yang Hsu Ting-Hao 'Kenneth' Huang Yu-Shian Chiu Lun-Wei Ku 21 1 0 19 May 2022
GraphMapper: Efficient Visual Navigation by Scene Graph Generation Zachary Seymour Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 30 8 0 17 May 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 29 5 0 14 May 2022
Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer A. Gritsenko Austin Stone Maxim Neumann Dirk Weissenborn ... Zhuoran Shen Tianlin Li Xiaohua Zhai Thomas Kipf N. Houlsby ObjD CLIP VLM ViT OCL 34 307 0 12 May 2022
Learning to Answer Visual Questions from Web Videos Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 39 33 0 10 May 2022
Weakly-supervised segmentation of referring expressions Robin Strudel Ivan Laptev Cordelia Schmid 22 21 0 10 May 2022
Beyond a Pre-Trained Object Detector: Cross-Modal Textual and Visual Context for Image Captioning Chia-Wen Kuo Z. Kira 27 52 0 09 May 2022
Scene Graph Expansion for Semantics-Guided Image Outpainting Chiao-An Yang C. Tan Wanshu Fan Cheng Yang Meng-Lin Wu Yu-Chiang Frank Wang 42 17 0 05 May 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning Jae Hee Lee Matthias Kerzel Kyra Ahrens C. Weber S. Wermter 40 9 0 05 May 2022
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 32 70 0 04 May 2022
Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation Idris Abdulmumin S. Dash Musa Abdullahi Dawud Shantipriya Parida Shamsuddeen Hassan Muhammad I. Ahmad Subhadarshi Panda Ondrej Bojar B. Galadanci Bello Shehu Bello 21 17 0 02 May 2022
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering A. Piergiovanni Wei Li Weicheng Kuo M. Saffar Fred Bertsch A. Angelova 17 16 0 02 May 2022
Visual Spatial Reasoning Fangyu Liu Guy Edward Toh Emerson Nigel Collier ReLM 44 160 0 30 Apr 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 30 19 0 24 Apr 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 20 8 0 23 Apr 2022
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 32 0 0 17 Apr 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval Haoyu Lu Nanyi Fei Yuqi Huo Yizhao Gao Zhiwu Lu Jiaxin Wen CLIP VLM 27 55 0 15 Apr 2022
Measuring Compositional Consistency for Video Question Answering Mona Gandhi Mustafa Omer Gul Eva Prakash Madeleine Grunde-McLaughlin Ranjay Krishna Maneesh Agrawala CoGe 40 15 0 14 Apr 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 30 4 0 14 Apr 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 44 126 0 12 Apr 2022
Adapting CLIP For Phrase Localization Without Further Training Jiahao Li G. Shakhnarovich Raymond A. Yeh VLM CLIP 30 25 0 07 Apr 2022
ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-verified Image-Caption Associations for MS-COCO Sanghyuk Chun Wonjae Kim Song Park Minsuk Chang Seong Joon Oh VLM 375 43 0 07 Apr 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 36 404 0 07 Apr 2022
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound Yan-Bo Lin Jie Lei Joey Tianyi Zhou Gedas Bertasius 54 39 0 06 Apr 2022
DT2I: Dense Text-to-Image Generation from Region Descriptions Stanislav Frolov Prateek Bansal Jörn Hees Andreas Dengel VLM 27 5 0 05 Apr 2022
Co-VQA : Answering by Interactive Sub Question Sequence Ruonan Wang Yuxi Qian Fangxiang Feng Xiaojie Wang Huixing Jiang LRM 29 16 0 02 Apr 2022
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval Mengjun Cheng Yipeng Sun Long Wang Xiongwei Zhu Kun Yao ... Guoli Song Junyu Han Jingtuo Liu Errui Ding Jingdong Wang 36 60 0 31 Mar 2022
To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo Yiran Luo Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 29 4 0 30 Mar 2022
TubeDETR: Spatio-Temporal Video Grounding with Transformers Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 30 94 0 30 Mar 2022
End-to-End Transformer Based Model for Image Captioning Yiyu Wang Jungang Xu Yingfei Sun VLM ViT 26 117 0 29 Mar 2022