VQA

VQA

• 2023-01-31 UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers    Dachuan Shi, Chaofan Tao, Ying Jin, Zhendong Yang, Chun Yuan, Jiaqi Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Optimization  Image_Retrieval  Pose  Classification  VQA  Attention  Caption  Image_Classification  PDF
• 2023-01-30 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models    Junnan Li, Dongxu Li, Silvio Savarese, Steven Hoi arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Represenation_Learning  Pose  VQA  Text_Generation  Language_Model  QA  PDF
• 2023-01-28 BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models    Ali Borji arXiv_AI arXiv_AI  VQA  QA  PDF
• 2023-01-27 Semi-Parametric Video-Grounded Text Generation    Sungdong Kim, Jin-Hwa Kim, Jiyoung Lee, Minjoon Seo arXiv_CV arXiv_CV  Video_Caption  Pose  Action  VQA  Attention  Text_Generation  Caption  Activity  Language_Model  QA  PDF
• 2023-01-25 Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering    Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha arXiv_CL arXiv_CL  Pose  VQA  Attention  QA  PDF
• 2023-01-25 Delegated variational quantum algorithms based on quantum homomorphic encryption    Qin Li, Junyu Quan, Jinjing Shi, Shichao Zhang, Xuelong Li arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2023-01-23 HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images    Kun Li, George Vosselman, Michael Ying Yang arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2023-01-22 Champion Solution for the WSDM2023 Toloka VQA Challenge    Shengyi Gao, Zhe Chen, Guo Chen, Wenhai Wang, Tong Lu arXiv_CV arXiv_CV  Transformer  VQA  QA  PDF
• 2023-01-18 Information scrambling and entanglement in quantum approximate optimization algorithm circuits    Chen Qian, Wei-Feng Zhuang, Rui-Cheng Guo, Meng-Jun Hu, Dong E. Liu arXiv_CV arXiv_CV  Optimization  Relation  VQA  QA  PDF
• 2023-01-18 Towards Models that Can See and Read    Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman arXiv_CV arXiv_CV  Image_Caption  Transformer  Pose  VQA  Caption  Language_Model  QA  PDF
• 2023-01-17 Curriculum Script Distillation for Multilingual Visual Question Answering    Khyathi Raghavi Chandu, Alborz Geramifard arXiv_CL arXiv_CL  VQA  QA  PDF
• 2023-01-13 TeD-Q: a tensor network enhanced distributed hybrid quantum machine learning framework    Yaocheng Chen, Xingyao Wu, Chung-Yun Kuo, Yuxuan Du, Dacheng Tao arXiv_CV arXiv_CV  Action  VQA  QA  PDF
• 2023-01-12 SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images    Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida, Taku Hasegawa, Itsumi Saito, Kuniko Saito arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  QA  PDF
• 2023-01-11 Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering    Paul Lerner, Olivier Ferret, Camille Guinaudeau arXiv_CL arXiv_CL  Transformer  Knowledge  Action  VQA  QA  PDF
• 2022-12-26 VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges    Rufai Yusuf Zakari, Jim Wilson Owusu, Hailin Wang, Ke Qin, Zaharaddeen Karami Lawal, Yuezhou Dong arXiv_CV arXiv_CV  Represenation_Learning  Review  Deep_Learning  VQA  Attention  QA  PDF
• 2022-12-25 PANSATZ: Pulse-based Ansatz for Variational Quantum Algorithms    Dekel Meirom, Steven H. Frankel arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-12-24 DDH-QA: A Dynamic Digital Humans Quality Assessment Database    Zicheng Zhang, Yingjie Zhou, Wei Sun, Wei Lu, Xiongkuo Min, Yu Wang, Guangtao Zhai arXiv_CV arXiv_CV  3D  VQA  QA  PDF
• 2022-12-22 When are Lemons Purple? The Concept Association Bias of CLIP    Yutaro Yamada, Yingtian Tang, Ilker Yildirim arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Zero-Shot  Classification  VQA  Image_Classification  Language_Model  Prediction  QA  PDF
• 2022-12-22 An introduction to variational quantum algorithms on gate-based quantum computing for combinatorial optimization problems    Camille Grange (LIRMM), Michael Poss (LIRMM), Eric Bourreau (LIRMM) arXiv_CV arXiv_CV  Optimization  Knowledge  VQA  Attention  QA  PDF
• 2022-12-21 From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models    Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C.H. Hoi arXiv_CV arXiv_CV  Zero-Shot  Pose  VQA  Few-Shot  Language_Model  QA  PDF
• 2022-12-21 UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering    Chenlu Zhan, Peng Peng, Hongsen Wang, Tao Chen, Hongwei Wang arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Adversarial  Pose  VQA  Few-Shot  Medical  QA  PDF
• 2022-12-20 Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?    Monika Wysoczańska, Tom Monnier, Tomasz Trzciński, David Picard arXiv_AI arXiv_AI  Image_Caption  Unsupervised  Represenation_Learning  Pose  Action  Relation  VQA  Attention  PDF
• 2022-12-19 MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering    Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou arXiv_CV arXiv_CV  Transformer  Sparse  Pose  VQA  Attention  QA  PDF
• 2022-12-16 SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering    Siwen Luo, Feiqi Cao, Felipe Nunez, Zean Wen, Josiah Poon, Caren Han arXiv_CV arXiv_CV  Transformer  Recognition  OCR  Optical_Character  Pose  Scene_Text  Action  Relation  VQA  Attention  QA  PDF
• 2022-12-15 Image-and-Language Understanding from Pixels Only    Michael Tschannen, Basil Mustafa, Neil Houlsby arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Contrastive_Learning  Classification  VQA  Image_Classification  Language_Model  PDF
• 2022-12-10 REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory    Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi arXiv_AI arXiv_AI  Image_Caption  Transformer  Knowledge  Knowledge_Graph  Pose  VQA  Caption  Language_Model  PDF
• 2022-12-09 VindLU: A Recipe for Effective Video-and-Language Pretraining    Feng Cheng, Xizi Wang, Jie Lei, David Crandall, Mohit Bansal, Gedas Bertasius arXiv_CV arXiv_CV  VQA  Activity  QA  Video_Retrieval  PDF
• 2022-12-09 Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners    Shen Yan, Tao Zhu, Zirui Wang, Yuan Cao, Mi Zhang, Soham Ghosh, Yonghui Wu, Jiahui Yu arXiv_CV arXiv_CV  Embedding  Video_Caption  Zero-Shot  Classification  VQA  Attention  Caption  Activity  QA  Video_Retrieval  Video_Classification  PDF
• 2022-12-07 Hierarchical multimodal transformers for Multi-Page DocVQA    Rubèn Tito, Dimosthenis Karatzas, Ernest Valveny arXiv_AI arXiv_AI  Transformer  Pose  VQA  QA  PDF
• 2022-12-07 Review of Ansatz Designing Techniques for Variational Quantum Algorithms    Junhan Qin arXiv_CV arXiv_CV  Review  VQA  QA  PDF
• 2022-12-03 Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests    Christopher Beckham, Martin Weiss, Florian Golemo, Sina Honari, Derek Nowrouzezahrai, Christopher Pal arXiv_CV arXiv_CV  Pose  VQA  PDF
• 2022-12-02 Compound Tokens: Channel Fusion for Vision-Language Representation Learning    Maxwell Mbabilla Aladago, AJ Piergiovanni arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  VQA  Attention  Language_Model  QA  PDF
• 2022-12-01 Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning    Zhuowan Li (1), Xingrui Wang (2), Elias Stengel-Eskin (1), Adam Kortylewski (3 and 4), Wufei Ma (1), Benjamin Van Durme (1), Alan Yuille (1) ((1) Johns Hopkins University, (2) University of Southern California, (3) Max Planck Institute for Informatics, (4) University of Freiburg) arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-11-30 Optimizing Explanations by Network Canonization and Hyperparameter Search    Frederik Pahde, Galip Ümit Yolcu, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin arXiv_AI arXiv_AI  Pose  Face  Classification  Relation  VQA  Image_Classification  PDF
• 2022-11-30 Semi-supervised Learning of Perceptual Video Quality by Generating Consistent Pairwise Pseudo-Ranks    Shankhanil Mitra, Saiyam Jogani, Rajiv Soundararajan arXiv_CV arXiv_CV  Regularization  Pose  Action  Relation  VQA  QA  PDF
• 2022-11-29 PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals    Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han arXiv_AI arXiv_AI  Pose  Face  Deep_Learning  VQA  Language_Model  PDF
• 2022-11-28 Neuro-Symbolic Spatio-Temporal Reasoning    Jae Hee Lee, Michael Sioutis, Kyra Ahrens, Marjan Alirezaie, Matthias Kerzel, Stefan Wermter arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Action  Relation  VQA  PDF
• 2022-11-25 A Performance Study of Variational Quantum Algorithms for Solving the Poisson Equation on a Quantum Computer    Mazen Ali, Matthias Kabel arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-11-24 Self-supervised vision-language pretraining for Medical visual question answering    Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong arXiv_AI arXiv_AI  Image_Caption  Transformer  Self-Supervised  Pose  Contrastive_Learning  VQA  Medical  Caption  Language_Model  QA  Matching  PDF
• 2022-11-24 Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning    Yatai Ji, Rongcheng Tu, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu arXiv_CV arXiv_CV  Transformer  Pose  Action  VQA  Attention  Language_Model  PDF
• 2022-11-23 Look, Read and Ask: Learning to Ask Questions by Reading Text in Images    Soumya Jahagirdar, Shankar Gangisetty, Anand Mishra arXiv_CV arXiv_CV  OCR  Pose  Scene_Text  VQA  Text_Generation  PDF
• 2022-11-22 Optimizing the depth of variational quantum algorithms is strongly QCMA-hard to approximate    Lennart Bittel, Sevag Gharibian, Martin Kliesch arXiv_CV arXiv_CV  Optimization  Knowledge  VQA  QA  PDF
• 2022-11-22 A Short Survey of Systematic Generalization    Yuanpeng Li arXiv_AI arXiv_AI  Survey  VQA  GAN  QA  PDF
• 2022-11-21 Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference    Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning arXiv_AI arXiv_AI  Pose  Detection  Relation  VQA  Inference  Language_Model  Prediction  QA  PDF
• 2022-11-21 Cross-Modal Contrastive Learning for Robust Reasoning in VQA    Qi Zheng, Chaoyue Wang, Daqing Liu, Dadong Wang, Dacheng Tao arXiv_CV arXiv_CV  Knowledge  Pose  Contrastive_Learning  VQA  QA  PDF
• 2022-11-19 CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering    Yao Zhang, Haokun Chen, Ahmed Frikha, Yezi Yang, Denis Krompass, Gengyuan Zhang, Jindong Gu, Volker Tresp arXiv_CV arXiv_CV  Transformer  Knowledge  VQA  QA  PDF
• 2022-11-18 Visual Programming: Compositional visual reasoning without training    Tanmay Gupta, Aniruddha Kembhavi arXiv_AI arXiv_AI  Zero-Shot  Knowledge  VQA  Language_Model  PDF
• 2022-11-17 I Can't Believe There's No Images! Learning Visual Tasks Using only Language Data    Sophia Gu, Christopher Clark, Aniruddha Kembhavi arXiv_CV arXiv_CV  Image_Caption  Embedding  VQA  Caption  Language_Model  PDF
• 2022-11-17 Text-Aware Dual Routing Network for Visual Question Answering    Luoqian Jiang, Yifan He, Jian Chen arXiv_AI arXiv_AI  Recognition  OCR  Optical_Character  Pose  VQA  Prediction  QA  PDF
• 2022-11-16 AlignVE: Visual Entailment Recognition Based on Alignment Relations    Biwei Cao, Jiuxin Cao, Jie Gui, Jiayun Shen, Bo Liu, Lei He, Yuan Yan Tang, James Tin-Yau Kwok arXiv_CV arXiv_CV  Multi_Modal  Recognition  Pose  Action  Classification  Relation  VQA  Inference  PDF
• 2022-11-15 MapQA: A Dataset for Question Answering on Choropleth Maps    Shuaichen Chang, David Palzer, Jialin Li, Eric Fosler-Lussier, Ningchuan Xiao arXiv_CV arXiv_CV  Face  Action  VQA  Attention  QA  PDF
• 2022-11-15 PromptCap: Prompt-Guided Task-Aware Image Captioning    Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Pose  Scene_Text  VQA  Caption  Language_Model  QA  PDF
• 2022-11-15 Visually Grounded VQA by Lattice-based Retrieval    Daniel Reich, Felix Putze, Tanja Schultz arXiv_CL arXiv_CL  Classification  VQA  QA  PDF
• 2022-11-14 Learning to Answer Multilingual and Code-Mixed Questions    Deepak Gupta arXiv_CV arXiv_CV  Knowledge  Pose  Face  Action  VQA  QA  PDF
• 2022-11-14 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA    Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou, Benjamin Van Durme arXiv_CL arXiv_CL  Ontology  VQA  QA  PDF
• 2022-11-14 Multi-VQG: Generating Engaging Questions for Multiple Images    Min-Hsuan Yeh, Vicent Chen, Ting-Hao (Kenneth)Haung, Lun-Wei Ku arXiv_CV arXiv_CV  Pose  VQA  Attention  Language_Model  QA  PDF
• 2022-11-14 Universal Quantum Perceptrons for Quantum Machine Learning    Rodrigo Araiza Bravo, Khadijeh Najafi, Taylor L. Patti, Xun Gao, Susanne F. Yelin arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-11-11 MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering    Shanshan Song, Jiangyun Li, Jing Wang, Yuanxiu Cai, Wenkai Dong arXiv_CV arXiv_CV  Pose  VQA  Medical  QA  PDF
• 2022-11-10 Watching the News: Towards VideoQA Models that can Read    Soumya Jahagirdar, Minesh Mathew, Dimosthenis Karatzas, C. V. Jawahar arXiv_CV arXiv_CV  Pose  Scene_Text  Action  VQA  QA  PDF
• 2022-11-09 Towards Reasoning-Aware Explainable VQA    Rakesh Vaideeswaran, Feng Gao, Abhinav Mathur, Govind Thattai arXiv_CL arXiv_CL  Transformer  RNN  VQA  Attention  QA  PDF
• 2022-11-09 Disentangling Aesthetic and Technical Effects for Video Quality Assessment of User Generated Content    Haoning Wu, Liang Liao, Chaofeng Chen, Jingwen Hou, Annan Wang, Wenxiu Sun, Qiong Yan, Weisi Lin arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-11-09 Visual Named Entity Linking: A New Dataset and A Baseline    Wenxiang Sun, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng arXiv_AI arXiv_AI  Image_Caption  Image_Retrieval  Knowledge  Pose  VQA  Caption  PDF
• 2022-11-09 ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation    Bin Shan, Yaqian Han, Weichong Yin, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  VQA  Language_Model  PDF
• 2022-11-07 CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering    Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang arXiv_CL arXiv_CL  Action  VQA  QA  PDF
• 2022-11-05 Toward Neural Network Simulation of Variational Quantum Algorithms    Oliver Knitter, James Stokes, Shravan Veerapaneni arXiv_CV arXiv_CV  Optimization  Sparse  VQA  QA  PDF
• 2022-11-02 On the practical usefulness of the Hardware Efficient Ansatz    Lorenzo Leone, Salvatore F.E. Oliviero, Lukasz Cincio, M. Cerezo arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-11-02 Faster variational quantum algorithms with quantum kernel-based surrogate models    Alistair W. R. Smith, A. J. Paige, M. S. Kim arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2022-11-01 Pulse-Level Optimization of Parameterized Quantum Circuits for Variational Quantum Algorithms    Mohannad Ibrahim, Hamed Mohammadbagherpoor, Cynthia Rios, Nicholas T. Bronn, Gregory T. Byrd arXiv_CV arXiv_CV  Optimization  Action  VQA  QA  PDF
• 2022-11-01 Training Vision-Language Models with Less Bimodal Supervision    Elad Segal, Ben Bogin, Jonathan Berant arXiv_CV arXiv_CV  Transformer  VQA  Caption  Language_Model  QA  PDF
• 2022-10-26 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems    Wang Zhu, Jesse Thomason, Robin Jia arXiv_CV arXiv_CV  Transformer  VQA  Few-Shot  QA  PDF
• 2022-10-26 What's Different between Visual Question Answering for Machine 'Understanding' Versus for Accessibility?    Yang Trista Cao, Kyle Seelman, Kyungjun Lee, Hal Daumé III arXiv_AI arXiv_AI  VQA  QA  PDF
• 2022-10-26 Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering    Qingyi Si, Yuanxin Liu, Zheng Lin, Peng Fu, Weiping Wang arXiv_CV arXiv_CV  Transformer  Sparse  VQA  QA  PDF
• 2022-10-25 Study of Adaptative Derivative-Assemble Pseudo-Trotter Ansatzes in VQE through qiskit API    Max Alteg, Baptiste Chevalier, Octave Mestoudjian, Johan-Luca Rossi arXiv_CV arXiv_CV  Review  Relation  VQA  QA  PDF
• 2022-10-24 VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge    Sahithya Ravi, Aditya Chinchure, Leonid Sigal, Renjie Liao, Vered Shwartz arXiv_CV arXiv_CV  Transformer  Bert  Knowledge  Pose  VQA  QA  PDF
• 2022-10-24 Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision    Tzu-Jui Julius Wang, Jorma Laaksonen, Tomas Langer, Heikki Arponen, Tom E. Bishop arXiv_CV arXiv_CV  Image_Caption  Transformer  Bert  Image_Retrieval  Pose  Action  VQA  Caption  PDF
• 2022-10-23 RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data    Yang Zhan, Zhitong Xiong, Yuan Yuan arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Salient  Pose  Deep_Learning  VQA  Caption  PDF
• 2022-10-21 PoseScript: 3D Human Poses from Natural Language    Ginger Delmas, Philippe Weinzaepfel, Thomas Lucas, Francesc Moreno-Noguer, Grégory Rogez arXiv_CV arXiv_CV  Image_Caption  3D  Pose  Relation  VQA  Caption  PDF
• 2022-10-19 Image Semantic Relation Generation    Mingzhe Du arXiv_CV arXiv_CV  Image_Caption  Segmentation  Image_Retrieval  Pose  Detection  Relation  VQA  Text_Generation  Visual_Relation  Autonomous  PDF
• 2022-10-19 CPL: Counterfactual Prompt Learning for Vision and Language Models    Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Contrastive_Learning  Classification  VQA  Few-Shot  Image_Classification  Language_Model  PDF
• 2022-10-18 Aligning MAGMA by Few-Shot Learning and Finetuning    Jean-Charles Layoun, Alexis Roger, Irina Rish arXiv_AI arXiv_AI  Image_Caption  Transformer  Face  VQA  Few-Shot  Caption  Language_Model  PDF
• 2022-10-18 Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering    Jialin Wu, Raymond J. Mooney arXiv_CV arXiv_CV  Knowledge  Pose  VQA  QA  PDF
• 2022-10-17 Vision-Language Pre-training: Basics, Recent Advances, and Future Trends    Zhe Gan, Linjie Li, Chunyuan Li, Lijuan Wang, Zicheng Liu, Jianfeng Gao arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Video_Caption  Knowledge  Review  Face  Survey  Classification  Detection  VQA  Few-Shot  Object_Detection  Caption  Image_Classification  PDF
• 2022-10-17 Meta-Learning via Classifier Guidance    Elvis Nava, Seijin Kobayashi, Yifei Yin, Robert K. Katzschmann, Benjamin F. Grewe arXiv_CV arXiv_CV  Zero-Shot  Pose  VQA  Few-Shot  QA  PDF
• 2022-10-17 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training    Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C.H. Hoi arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  Language_Model  QA  PDF
• 2022-10-15 TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits    Jinglei Cheng, Hanrui Wang, Zhiding Liang, Yiyu Shi, Song Han, Xuehai Qian arXiv_CV arXiv_CV  Optimization  Sparse  Pose  VQA  QA  PDF
• 2022-10-14 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning    Tiannan Wang, Wangchunshu Zhou, Yan Zeng, Xinsong Zhang arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  VQA  Caption  Inference  Language_Model  QA  PDF
• 2022-10-13 MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting    Oscar Mañas, Pau Rodriguez, Saba Ahmadi, Aida Nematzadeh, Yash Goyal, Aishwarya Agrawal arXiv_AI arXiv_AI  Image_Caption  Transformer  Pose  VQA  Few-Shot  Caption  PDF
• 2022-10-13 Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets    Anurag Roy, David Johnson Ekka, Saptarshi Ghosh, Abir Das arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  VQA  Few-Shot  PDF
• 2022-10-12 SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models    Ziyi Wu, Nikita Dvornik, Klaus Greff, Thomas Kipf, Animesh Garg arXiv_AI arXiv_AI  Transformer  Unsupervised  Video_Prediction  Pose  Action  Relation  VQA  Prediction  QA  PDF
• 2022-10-11 Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment    Haoning Wu, Chaofeng Chen, Liang Liao, Jingwen Hou, Wenxiu Sun, Qiong Yan, Jinwei Gu, Weisi Lin arXiv_AI arXiv_AI  Pose  VQA  Attention  QA  PDF
• 2022-10-11 MAP: Modality-Agnostic Uncertainty-Aware Vision-Language Pre-training Model    Yatai Ji, Junjie Wang, Yuan Gong, Lin Zhang, Yanru Zhu, Hongfa Wang, Jiaxing Zhang, Tetsuya Sakai, Yujiu Yang arXiv_CL arXiv_CL  Transformer  Pose  Contrastive_Learning  VQA  Language_Model  Matching  PDF
• 2022-10-10 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA    Qingyi Si, Fandong Meng, Mingyu Zheng, Zheng Lin, Yuanxin Liu, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-10-10 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning    Qingyi Si, Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Relation  VQA  QA  PDF
• 2022-10-10 Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing    Tim Siebert, Kai Norman Clasen, Mahdyar Ravanbakhsh, Begüm Demir arXiv_AI arXiv_AI  Transformer  Bert  Represenation_Learning  Pose  Action  Classification  Relation  VQA  QA  PDF
• 2022-10-10 DCVQE: A Hierarchical Transformer for Video Quality Assessment    Zutong Li, Lei Yang arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Action  Relation  VQA  QA  PDF
• 2022-10-09 Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs    Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann arXiv_CL arXiv_CL  Reinforcement_Learning  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  VQA  QA  PDF
• 2022-10-09 MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning    Zijia Zhao, Longteng Guo, Xingjian He, Shuai Shao, Zehuan Yuan, Jing Liu arXiv_CV arXiv_CV  Transformer  Zero-Shot  Represenation_Learning  Pose  Action  VQA  Prediction  PDF
• 2022-10-09 HVS Revisited: A Comprehensive Video Quality Assessment Framework    Ao-Xiang Zhang, Yuan-Gen Wang, Weixuan Tang, Leida Li, Sam Kwong arXiv_CV arXiv_CV  Salient  Knowledge  Pose  VQA  GAN  CNN  QA  PDF
• 2022-10-07 Retrieval Augmented Visual Question Answering with Outside Knowledge    Weizhe Lin, Bill Byrne arXiv_CL arXiv_CL  Knowledge  Pose  VQA  QA  PDF
• 2022-10-07 Evaluating the Performance of StyleGAN2-ADA on Medical Images    McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Adversarial  Pose  Face  Quantitative  VQA  GAN  Medical  PDF
• 2022-10-04 Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning    Xu Yang, Hanwang Zhang, Chongyang Gao, Jianfei Cai arXiv_CV arXiv_CV  Image_Caption  Speech  Pose  VQA  Attention  Caption  QA  PDF
• 2022-10-03 A Hybrid Compositional Reasoning Approach for Interactive Robot Manipulation    Georgios Tziafas, Hamidreza Kasaei arXiv_AI arXiv_AI  Pose  Action  Relation  VQA  Few-Shot  QA  PDF
• 2022-10-01 A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering    Xiaofei Huang, Hongfang Gong arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Pose  Action  Relation  VQA  Attention  Medical  QA  PDF
• 2022-09-30 Linearly Mapping from Image to Text Space    Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick arXiv_CL arXiv_CL  Image_Caption  Salient  VQA  Caption  Language_Model  PDF
• 2022-09-28 TVLT: Textless Vision-Language Transformer    Zineng Tang, Jaemin Cho, Yixin Nie, Mohit Bansal arXiv_AI arXiv_AI  Transformer  Recognition  Represenation_Learning  Image_Retrieval  Speech  Sentiment  VQA  Speech_Recognition  Inference  Video_Retrieval  PDF
• 2022-09-27 RepsNet: Combining Vision with Language for Automated Medical Reports    Ajay Kumar Tanwani, Joelle Barral, Daniel Freedman arXiv_CV arXiv_CV  Contrastive_Learning  Classification  VQA  Medical  Language_Model  QA  PDF
• 2022-09-25 Navigating the dynamic noise landscape of variational quantum algorithms with QISMET    Gokul Subramanian Ravi, Kaitlin N. Smith, Jonathan M. Baker, Tejas Kannan, Nathan Earnest, Ali Javadi-Abhari, Henry Hoffmann, Frederic T. Chong arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-09-24 Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline    Lichen Zhao, Daigang Cai, Jing Zhang, Lu Sheng, Dong Xu, Rui Zheng, Yinjie Zhao, Lipeng Wang, Xibo Fan arXiv_CV arXiv_CV  3D  Pose  VQA  QA  PDF
• 2022-09-23 Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis    Sharu Theresa Jose, Osvaldo Simeone arXiv_CV arXiv_CV  Gradient_Descent  Optimization  VQA  QA  PDF
• 2022-09-21 Iteration Complexity of Variational Quantum Algorithms    Vyacheslav Kungurtsev, Georgios Korpas, Jakub Marecek, Elton Yechao Zhu arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2022-09-21 Learning capability of parametrized quantum circuits    Dirk Heimann, Gunnar Schönhoff, Frank Kirchner arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-09-21 Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering    Hao Li, Jinfa Huang, Peng Jin, Guoli Song, Qi Wu, Jie Chen arXiv_CV arXiv_CV  Image_Caption  Transformer  OCR  3D  Knowledge  Pose  Scene_Text  Face  Relation  VQA  Attention  Caption  Prediction  QA  PDF
• 2022-09-21 Continual VQA for Disaster Response Systems    Aditya Kane, V Manushree, Sahil Khose arXiv_CV arXiv_CV  Embedding  Zero-Shot  VQA  QA  PDF
• 2022-09-21 Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos    Tomás Crisol, Joel Ermantraut, Adrián Rostagno, Santiago L. Aggio, Javier Iparraguirre arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Action_Recognition  Action  Quantitative  Detection  VQA  PDF
• 2022-09-19 Panoramic Vision Transformer for Saliency Detection in 360° Videos    Heeseung Yun, Sehun Lee, Gunhee Kim arXiv_CV arXiv_CV  Transformer  Video_Caption  Salient  Detection  Relation  VQA  Prediction  QA  PDF
• 2022-09-18 Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances    Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Guoqing Zhao, Ning Jiang arXiv_CV arXiv_CV  Pose  Relation  VQA  Prediction  QA  PDF
• 2022-09-16 Variational quantum algorithm for measurement extraction from the Navier-Stokes, Einstein, Maxwell, Boussniesq-type, Lin-Tsien, Camassa-Holm, Drinfeld-Sokolov-Wilson, and Hunter-Saxton equations    Pete Rigas arXiv_CV arXiv_CV  Optimization  Action  VQA  Attention  QA  PDF
• 2022-09-15 LAVIS: A Library for Language-Vision Intelligence    Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C.H. Hoi arXiv_CL arXiv_CL  Transformer  Face  Classification  Deep_Learning  VQA  Caption  Language_Model  PDF
• 2022-09-14 Finetuning Pretrained Vision-Language Models with Correlation Information Bottleneck for Robust Visual Question Answering    Jingjing Jiang, Ziyi Liu, Nanning Zheng arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Face  Relation  VQA  Language_Model  QA  PDF
• 2022-09-14 PaLI: A Jointly-Scaled Multilingual Language-Image Model    Xi Chen, Xiao Wang, Soravit Changpinyo, AJ Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut arXiv_CV arXiv_CV  Transformer  Face  VQA  Caption  Language_Model  PDF
• 2022-09-14 MUST-VQA: MUltilingual Scene-text VQA    Emanuele Vivoli, Ali Furkan Biten, Andres Mafla, Dimosthenis Karatzas, Lluis Gomez arXiv_CV arXiv_CV  Zero-Shot  Scene_Text  VQA  Language_Model  QA  PDF
• 2022-09-12 PreSTU: Pre-Training for Scene-Text Understanding    Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut arXiv_CV arXiv_CV  Transformer  OCR  Pose  VQA  QA  PDF
• 2022-09-12 Towards Multi-Lingual Visual Question Answering    Soravit Changpinyo, Linting Xue, Idan Szpektor, Ashish V. Thapliyal, Julien Amelot, Xi Chen, Radu Soricut arXiv_CV arXiv_CV  Pose  VQA  Caption  QA  PDF
• 2022-09-09 Pre-training image-language transformers for open-vocabulary tasks    AJ Piergiovanni, Weicheng Kuo, Anelia Angelova arXiv_CV arXiv_CV  Transformer  VQA  Caption  PDF
• 2022-09-08 Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering    Jiong Wang, Zhou Zhao, Weike Jin arXiv_CV arXiv_CV  Weakly_Supervised  Pose  VQA  Attention  QA  PDF
• 2022-09-07 Improving the Cross-Lingual Generalisation in Visual Question Answering    Farhad Nooralahzadeh, Rico Sennrich arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Sparse  Pose  VQA  Language_Model  QA  PDF
• 2022-09-03 A Variational Approach to the Quantum Separability Problem    Mirko Consiglio, Tony John George Apollaro, Marcin Wieśniak arXiv_CV arXiv_CV  Bert  Optimization  Pose  VQA  QA  PDF
• 2022-09-01 Quantum Mixed State Compiling    Nic Ezzell, Elliott M. Ball, Aliza U. Siddiqui, Mark M. Wilde, Andrew T. Sornborger, Patrick J. Coles, Zoë Holmes arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-08-31 Variational Quantum Circuits for Multi-Qubit Gate Automata    Arunava Majumder, Dylan Lewis, Sougato Bose arXiv_CV arXiv_CV  Action  VQA  QA  PDF
• 2022-08-30 Treating Point Cloud as Moving Camera Videos: A No-Reference Quality Assessment Metric    Zicheng Zhang, Wei Sun, Xiongkuo Min, Yu Fan, Guangtao Zhai arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  VQA  QA  PDF
• 2022-08-29 Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment    Mustafa Shukor, Guillaume Couairon, Matthieu Cord arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  VQA  QA  PDF
• 2022-08-28 A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms    Javier Mancilla, Christophe Pere arXiv_CV arXiv_CV  Optimization  Classification  VQA  QA  PDF
• 2022-08-24 Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows    Afrad Basheer, Yuan Feng, Christopher Ferrie, Sanjiang Li arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-08-24 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task    Stan Weixian Lei, Difei Gao, Jay Zhangjie Wu, Yuxuan Wang, Wei Liu, Mengmi Zhang, Mike Zheng Shou arXiv_CV arXiv_CV  Pose  Classification  VQA  QA  PDF
• 2022-08-24 UniCon: Unidirectional Split Learning with Contrastive Loss for Visual Question Answering    Yuwei Sun, Hideya Ochiai arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  VQA  QA  PDF
• 2022-08-24 FashionVQA: A Domain-Specific Visual Question Answering System    Min Wang, Ata Mahjoubfar, Anupama Joshi arXiv_CL arXiv_CL  Transformer  Pose  VQA  Language_Model  QA  Recommendation  PDF
• 2022-08-23 Variational quantum algorithms for local Hamiltonian problems    Alexey Uvarov arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2022-08-23 How good are deep models in understanding the generated images?    Ali Borji arXiv_CV arXiv_CV  Recognition  Quantitative  VQA  QA  PDF
• 2022-08-22 Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks    Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  VQA  Object_Detection  Caption  Image_Classification  QA  PDF
• 2022-08-19 VLMAE: Vision-Language Masked Autoencoder    Sunan He, Taian Guo, Tao Dai, Ruizhi Qiao, Chen Wu, Xiujun Shu, Bo Ren arXiv_CV arXiv_CV  Transformer  Pose  Action  VQA  Attention  Language_Model  PDF
• 2022-08-17 ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber    Manuel Brac, Patrick Schramowski, Björn Deiseroth, Kristian Kersting arXiv_CV arXiv_CV  Image_Caption  Transformer  Pose  VQA  Caption  Language_Model  PDF
• 2022-08-17 Understanding Attention for Vision-and-Language Tasks    Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon arXiv_CV arXiv_CV  Image_Retrieval  VQA  Attention  Matching  PDF
• 2022-08-13 An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs    Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  VQA  Prediction  QA  PDF
• 2022-08-10 Evaluating the Resilience of Variational Quantum Algorithms to Leakage Noise    Chen Ding, Xiao-Yue Xu, Shuo Zhang, Wan-Su Bao, He-Liang Huang arXiv_CV arXiv_CV  Classification  VQA  QA  PDF
• 2022-08-10 CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning    Adam Dahlgren Lindström, Savitha Sam Abraham arXiv_CV arXiv_CV  Pose  Action  VQA  PDF
• 2022-08-10 Aesthetic Visual Question Answering of Photographs    Xin Jin, Wu Zhou, Xinghui Zhou, Shuai Cui, Le Zhang, Jianwen Lv, Shu Zhao arXiv_CV arXiv_CV  Pose  Sentiment  VQA  Caption  QA  PDF
• 2022-08-05 ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding    Bingning Wang, Feiyang Lv, Ting Yao, Yiming Yuan, Jin Ma, Yu Luo, Haijin Liang arXiv_CV arXiv_CV  Image_Caption  VQA  Caption  Language_Model  QA  PDF
• 2022-08-03 TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation    Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JaJa, Larry S. Davis arXiv_CV arXiv_CV  Transformer  Pose  Scene_Text  VQA  QA  PDF
• 2022-08-02 PAN: Pulse Ansatz on NISQ Machines    Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Yongshan Ding, Fred Chong, Song Han, Yiyu Shi, Xuehai Qian arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-08-01 Video Question Answering with Iterative Video-Text Co-Tokenization    AJ Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-08-01 Generative Bias for Visual Question Answering    Jae Won Cho, Dong-jin Kim, Hyeonggon Ryu, In So Kweon arXiv_AI arXiv_AI  Knowledge  Adversarial  Pose  VQA  Prediction  QA  PDF
• 2022-07-31 Parameter-Parallel Distributed Variational Quantum Algorithm    Yun-Fei Niu, Shuo Zhang, Chen Ding, Wan-Su Bao, He-Liang Huang arXiv_AI arXiv_AI  Pose  VQA  QA  PDF
• 2022-07-29 Application of a variational hybrid quantum-classical algorithm to heat conduction equation    Yangyang Liu, Zhen Chen, Chang Shu, Siou Chye Chew, Boo Cheong Khoo arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-07-27 Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base    Jinyeong Chae, Jihie Kim arXiv_AI arXiv_AI  Knowledge  Pose  VQA  Caption  QA  PDF
• 2022-07-26 LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection    Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Pan, Ningyu Zhang, Wen Zhang arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  VQA  Text_Generation  Language_Model  QA  PDF
• 2022-07-26 Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering    Yang Liu, Guanbin Li, Liang Lin arXiv_AI arXiv_AI  Transformer  Pose  Action  Relation  VQA  Inference  QA  PDF
• 2022-07-25 WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models    Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz arXiv_AI arXiv_AI  Salient  Knowledge  Action  VQA  Language_Model  PDF
• 2022-07-25 Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?    Pietro Bongini, Federico Becattini, Alberto Del Bimbo arXiv_CL arXiv_CL  Pose  Deep_Learning  VQA  Caption  PDF
• 2022-07-25 Towards Complex Document Understanding By Discrete Reasoning    Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2022-07-24 Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem    Yudong Han, Liqiang Nie, Jianhua Yin, Jianlong Wu, Yan Yan arXiv_CV arXiv_CV  Optimization  Pose  Relation  VQA  QA  PDF
• 2022-07-21 Semantic-aware Modular Capsule Routing for Visual Question Answering    Yudong Han, Jianhua Yin, Jianlong Wu, Yinwei Wei, Liqiang Nie arXiv_CV arXiv_CV  Pose  VQA  Prediction  QA  PDF
• 2022-07-20 Telepresence Video Quality Assessment    Zhenqiang Ying, Deepti Ghadiyaram, Alan Bovik arXiv_CV arXiv_CV  VQA  Prediction  QA  PDF
• 2022-07-19 Quantum topology optimization of ground structures using noisy intermediate-scale quantum devices    Yuki Sato, Ruho Kondo, Satoshi Koide, Seiji Kajita arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-07-18 Rethinking Data Augmentation for Robust Visual Question Answering    Long Chen, Yuhang Zheng, Jun Xiao arXiv_AI arXiv_AI  Knowledge  Pose  VQA  QA  PDF
• 2022-07-16 Scene Graph for Embodied Exploration in Cluttered Scenario    Yuhong Deng, Qie Sima, Di Guo, Huaping Liu, Yi Wang, Fuchun Sun arXiv_RO arXiv_RO  Pose  Action  VQA  QA  PDF
• 2022-07-14 QSAN: A Near-term Achievable Quantum Self-Attention Network    Ren-xin Zhao, Jinjing Shi, Shichao Zhang arXiv_AI arXiv_AI  Pose  VQA  Attention  QA  PDF
• 2022-07-13 Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content    Shankhanil Mitra, Rajiv Soundararajan arXiv_CV arXiv_CV  Weakly_Supervised  Self-Supervised  Contrastive_Learning  Action  VQA  Optical_Flow  QA  PDF
• 2022-07-12 Subjective and Objective Quality Assessment of High-Motion Sports Videos at Low-Bitrates    Joshua P. Ebenezer, Yixu Chen, Yongjun Wu, Hai Wei, Sriram Sethuraman arXiv_CV arXiv_CV  VQA  QA  Recommendation  PDF
• 2022-07-12 Video Graph Transformer for Video Question Answering    Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Pose  Action  Classification  Relation  VQA  QA  PDF
• 2022-07-08 Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment    Liang Liao, Kangmin Xu, Haoning Wu, Chaofeng Chen, Wenxiu Sun, Qiong Yan, Weisi Lin arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-07-06 Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning    Kyra Ahrens, Matthias Kerzel, Jae Hee Lee, Cornelius Weber, Stefan Wermter arXiv_CV arXiv_CV  3D  Pose  Action  VQA  QA  PDF
• 2022-07-06 FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling    Haoning Wu, Chaofeng Chen, Jingwen Hou, Liang Liao, Annan Wang, Wenxiu Sun, Qiong Yan, Weisi Lin arXiv_CV arXiv_CV  Transformer  Pose  Relation  VQA  Attention  QA  PDF
• 2022-07-05 Weakly Supervised Grounding for VQA in Vision-Language Transformers    Aisha Urooj Khan, Hilde Kuehne, Chuang Gan, Niels Da Vitoria Lobo, Mubarak Shah arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Represenation_Learning  Detection  VQA  Object_Detection  Attention  QA  PDF
• 2022-07-01 American == White in Multimodal Language-and-Image AI    Robert Wolfe, Aylin Caliskan arXiv_AI arXiv_AI  Image_Caption  Embedding  Face  VQA  GAN  Caption  PDF
• 2022-06-30 Modern Question Answering Datasets and Benchmarks: A Survey    Zhen Wang arXiv_CL arXiv_CL  Pose  Survey  Deep_Learning  VQA  QA  PDF
• 2022-06-30 A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA    Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan Kankanhalli arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2022-06-29 CONVIQT: Contrastive Video Quality Estimator    Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Relation  VQA  CNN  Prediction  QA  PDF
• 2022-06-29 EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering    Violetta Shevchenko, Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel, Damien Teney arXiv_CV arXiv_CV  Review  Self-Supervised  Contrastive_Learning  Action  Detection  VQA  Language_Model  QA  PDF
• 2022-06-27 Consistency-preserving Visual Question Answering in Medical Imaging    Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman arXiv_CV arXiv_CV  Pose  Relation  VQA  Medical  QA  PDF
• 2022-06-25 From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering    Zihao Zhu arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Attention  QA  PDF
• 2022-06-22 VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives    Zhuofan Ying, Peter Hase, Mohit Bansal arXiv_AI arXiv_AI  Relation  VQA  Prediction  QA  PDF
• 2022-06-22 Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer    Lalithkumar Seenivasan, Mobarakol Islam, Adithya Krishna, Hongliang Ren arXiv_AI arXiv_AI  Transformer  Recognition  Bert  Action  Classification  VQA  Medical  QA  PDF
• 2022-06-21 Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding    Junwen Pan, Guanlin Chen, Yi Liu, Jiexiang Wang, Cheng Bian, Pengfei Zhu, Zhicheng Zhang arXiv_CV arXiv_CV  Pose  Action  Detection  VQA  Object_Detection  QA  PDF
• 2022-06-20 DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment    Haoning Wu, Chaofeng Chen, Liang Liao, Jingwen Hou, Wenxiu Sun, Qiong Yan, Weisi Lin arXiv_CV arXiv_CV  Transformer  Pose  Action  Relation  VQA  Attention  QA  PDF
• 2022-06-17 Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks    Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi arXiv_CV arXiv_CV  Transformer  Pose_Estimation  Pose  Detection  VQA  Object_Detection  Caption  QA  PDF
• 2022-06-17 Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning    Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  VQA  QA  PDF
• 2022-06-16 MixGen: A New Multi-Modal Data Augmentation    Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li arXiv_AI arXiv_AI  Transformer  Zero-Shot  Represenation_Learning  Deep_Learning  Relation  VQA  QA  PDF
• 2022-06-16 Zero-Shot Video Question Answering via Frozen Bidirectional Language Models    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Zero-Shot  Pose  VQA  Few-Shot  Activity  Inference  Language_Model  QA  PDF
• 2022-06-15 Prefix Language Models are Unified Modal Learners    Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  Classification  VQA  Text_Generation  Caption  Language_Model  QA  PDF
• 2022-06-15 Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone    Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Detection  VQA  Object_Detection  Attention  Caption  QA  PDF
• 2022-06-15 Test-Time Adaptation for Visual Document Understanding    Sayna Ebrahimi, Sercan O. Arik, Tomas Pfister arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Action  VQA  Language_Model  PDF
• 2022-06-15 Continuous-variable quantum approximate optimization on a programmable photonic quantum processor    Yutaro Enomoto, Keitaro Anai, Kenta Udagawa, Shuntaro Takeda arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Knowledge  VQA  QA  PDF
• 2022-06-13 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  VQA  Prediction  QA  PDF
• 2022-06-12 GLIPv2: Unifying Localization and Vision-Language Understanding    Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao arXiv_AI arXiv_AI  Image_Caption  Transformer  Segmentation  Zero-Shot  Contrastive_Learning  Detection  VQA  Few-Shot  Object_Detection  GAN  Caption  Language_Model  QA  PDF
• 2022-06-10 Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model    Fabian Deuser, Konrad Habel, Philipp J. Rösch, Norbert Oswald arXiv_CV arXiv_CV  Classification  VQA  Attention  PDF
• 2022-06-07 cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation    Kshitij Gupta, Devansh Gautam, Radhika Mamidi arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Classification  VQA  Language_Model  PDF
• 2022-06-05 Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval    Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Speech  VQA  QA  PDF
• 2022-06-04 Avoiding barren plateaus via transferability of smooth solutions in Hamiltonian Variational Ansatz    Antonio Anna Mele, Glen Bigan Mbeng, Giuseppe Ernesto Santoro, Mario Collura, Pietro Torta arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2022-06-04 From Pixels to Objects: Cubic Visual Attention for Visual Question Answering    Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2022-06-03 A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge    Dustin Schwenk, Apoorv Khandelwal, Christopher Clark, Kenneth Marino, Roozbeh Mottaghi arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  VQA  Language_Model  QA  PDF
• 2022-06-02 REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering    Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  QA  PDF
• 2022-06-02 VL-BEiT: Generative Vision-Language Pretraining    Hangbo Bao, Wenhui Wang, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Classification  VQA  Image_Classification  Language_Model  Prediction  PDF
• 2022-06-02 Structured Two-stream Attention Network for Video Question Answering    Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen arXiv_CV arXiv_CV  Pose  Action  VQA  Attention  QA  PDF
• 2022-05-30 An Efficient Modern Baseline for FloodNet VQA    Aditya Kane, Sahil Khose arXiv_AI arXiv_AI  Action  VQA  Inference  QA  PDF
• 2022-05-30 Quantum circuit architecture search for variational quantum algorithms    Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2022-05-28 Visual Superordinate Abstraction for Robust Concept Learning    Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao arXiv_CV arXiv_CV  Transformer  Pose  Action  VQA  Inference  PDF
• 2022-05-27 V-Doc : Visual questions answers with Documents    Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han arXiv_AI arXiv_AI  Pose  Deep_Learning  VQA  QA  PDF
• 2022-05-26 Mitigating barren plateaus of variational quantum eigensolvers    Xia Liu, Geng Liu, Jiaxin Huang, Xin Wang arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-26 Avoiding Barren Plateaus with Classical Deep Neural Networks    Lucas Friedrich, Jonas Maziero arXiv_AI arXiv_AI  Gradient_Descent  Optimization  VQA  QA  PDF
• 2022-05-25 Guiding Visual Question Answering with Attention Priors    Thao Minh Le, Vuong Le, Sunil Gupta, Svetha Venkatesh, Truyen Tran arXiv_CV arXiv_CV  Transformer  Enhancement  Sparse  Knowledge  Pose  VQA  Attention  Inference  QA  PDF
• 2022-05-24 Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization    Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh arXiv_AI arXiv_AI  Image_Caption  Classification  VQA  Text_Generation  Caption  QA  PDF
• 2022-05-24 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections    Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  VQA  Attention  Caption  PDF
• 2022-05-24 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization    Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W Black, Ana Marasovic arXiv_CV arXiv_CV  Image_Caption  Action  VQA  Attention  Text_Generation  Caption  Language_Model  QA  PDF
• 2022-05-23 VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering    Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec arXiv_AI arXiv_AI  Recognition  Knowledge  Knowledge_Graph  Pose  VQA  QA  PDF
• 2022-05-21 Making Video Quality Assessment Models Sensitive to Frame Rate Distortions    Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-05-19 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 Huang, Yu-Shian Chiu, Lun-Wei Ku arXiv_AI arXiv_AI  VQA  PDF
• 2022-05-18 Dialog Inpainting: Turning Documents into Dialogs    Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu arXiv_AI arXiv_AI  Inpainting  Pose  VQA  QA  PDF
• 2022-05-17 Gender and Racial Bias in Visual Question Answering Datasets    Yusuke Hirota, Yuta Nakashima, Noa Garcia arXiv_CV arXiv_CV  Relation  VQA  Attention  QA  PDF
• 2022-05-16 A Framework to Map VMAF with the Probability of Just Noticeable Difference between Video Encoding Recipes    Jingwen Zhu, Suiyi Ling, Yoann Baveye, Patrick Le Callet arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Prediction  QA  PDF
• 2022-05-16 A Neuro-Symbolic ASP Pipeline for Visual Question Answering    Thomas Eiter, Nelson Higuera, Johannes Oetsch, Michael Pritz arXiv_AI arXiv_AI  Classification  VQA  Prediction  QA  PDF
• 2022-05-10 Fundamental limitations on optimization in variational quantum algorithms    Hao-Kai Zhang, Chengkai Zhu, Geng Liu, Xin Wang arXiv_CV arXiv_CV  Bert  Optimization  VQA  QA  PDF
• 2022-05-10 Learning to Answer Visual Questions from Web Videos    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  VQA  Activity  QA  PDF
• 2022-05-09 Joint learning of object graph and relation graph for visual question answering    Hao Li, Xu Li, Belhal Karimi, Jie Chen, Mingming Sun arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2022-05-07 Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study    Liqun Lin, Zheng Wang, Jiachen He, Weiling Chen, Yiwen Xu, Tiesong Zhao arXiv_CV arXiv_CV  3D  Pose  Action  VQA  CNN  QA  PDF
• 2022-05-06 From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data    Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2022-05-06 QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning    Zechen Li, Anders Søgaard arXiv_CV arXiv_CV  VQA  PDF
• 2022-05-06 An Efficient Gradient Sensitive Alternate Framework for Variational Quantum Eigensolver with Variable Ansatz    Ze-Tong Li, Fan-Xu Meng, Han Zeng, Zai-Chen Zhang, Xu-Tao Yu arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-05 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, Cornelius Weber, Stefan Wermter arXiv_AI arXiv_AI  3D  Relation  VQA  QA  PDF
• 2022-05-05 LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks    Zeyi Tao, Jindi Wu, Qi Xia, Qun Li arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Review  Pose  Classification  VQA  Attention  QA  PDF
• 2022-05-05 Improved Quantum Computing with the Higher-order Trotter Decomposition    Xiaodong Yang, Xinfang Nie, Yunlan Ji, Tao Xin, Dawei Lu, Jun Li arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-05 Declaration-based Prompt Tuning for Visual Question Answering    Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu arXiv_AI arXiv_AI  Transformer  Zero-Shot  Self-Supervised  Pose  VQA  Few-Shot  Language_Model  Prediction  QA  Matching  PDF
• 2022-05-04 qLEET: Visualizing Loss Landscapes, Expressibility, Entangling Power and Training Trajectories for Parameterized Quantum Circuits    Utkarsh Azad, Animesh Sinha arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-05-04 CoCa: Contrastive Captioners are Image-Text Foundation Models    Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Classification  VQA  Attention  Caption  QA  PDF
• 2022-05-04 All You May Need for VQA are Image Captions    Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-05-02 Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering    AJ Piergiovanni, Wei Li, Weicheng Kuo, Mohammad Saffar, Fred Bertsch, Anelia Angelova arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-04-29 Flamingo: a Visual Language Model for Few-Shot Learning    Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan arXiv_AI arXiv_AI  Video_Caption  Pose  VQA  Few-Shot  Caption  Language_Model  PDF
• 2022-04-29 A Deep Learning based No-reference Quality Assessment Model for UGC Videos    Wei Sun, Xiongkuo Min, Wei Lu, Guangtao Zhai arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Action  Deep_Learning  VQA  QA  PDF
• 2022-04-28 GRIT: General Robust Image Task Benchmark    Tanmay Gupta, Ryan Marten, Aniruddha Kembhavi, Derek Hoiem arXiv_CV arXiv_CV  Segmentation  Pose  Face  Detection  VQA  Prediction  PDF
• 2022-04-28 Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly    Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-04-25 Conversational Question Answering on Heterogeneous Sources    Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum arXiv_CL arXiv_CL  Knowledge  VQA  QA  PDF
• 2022-04-22 Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks    Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-fu Chang, Lu Yuan arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Action  VQA  QA  PDF
• 2022-04-22 Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering    Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  VQA  QA  PDF
• 2022-04-20 Attention in Reasoning: Dataset, Analysis, and Modeling    Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao arXiv_CV arXiv_CV  Tracking  Pose  Quantitative  VQA  Attention  PDF
• 2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking    Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  VQA  Image_Classification  Language_Model  PDF
• 2022-04-17 Attention Mechanism based Cognition-level Scene Understanding    Xuejiao Tang, Tai Le Quy, Eirini Ntoutsi, Kea Turner, Vasile Palade, Israat Haque, Peng Xu, Chris Brown, Wenbin Zhang arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Relation  VQA  Attention  Inference  PDF
• 2022-04-15 Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning    Feilong Chen, Xiuyi Chen, Shuang Xu, Bo Xu arXiv_CV arXiv_CV  Transformer  Bert  Pose  Contrastive_Learning  VQA  PDF
• 2022-04-05 CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations    Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata arXiv_CL arXiv_CL  Pose  VQA  QA  PDF
• 2022-04-05 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering    Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan Yuille arXiv_CV arXiv_CV  Pose  VQA  Attention  Prediction  QA  PDF
• 2022-04-03 Question-Driven Graph Fusion Network For Visual Question Answering    Yuxi Qian, Yuncong Hu, Ruonan Wang, Fangxiang Feng, Xiaojie Wang arXiv_CV arXiv_CV  Pose  Detection  Relation  VQA  Object_Detection  Attention  Visual_Relation  QA  PDF
• 2022-04-02 Co-VQA : Answering by Interactive Sub Question Sequence    Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang arXiv_CL arXiv_CL  Pose  VQA  QA  PDF
• 2022-03-31 Perceptual Quality Assessment of UGC Gaming Videos    Xiangxu Yu, Zhengzhong Tu, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  CNN  Prediction  QA  PDF
• 2022-03-31 SimVQA: Exploring Simulated Environments for Visual Question Answering    Paola Cascante-Bonilla, Hui Wu, Letao Wang, Rogerio Feris, Vicente Ordonez arXiv_CV arXiv_CV  3D  Pose  VQA  QA  PDF
• 2022-03-30 VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers    Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2022-03-28 Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment    Junyong You arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2022-03-27 Single-Stream Multi-Level Alignment for Vision-Language Pretraining    Zaid Khan, Vijay Kumar BG, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu arXiv_CV arXiv_CV  Transformer  Reconstruction  Zero-Shot  Represenation_Learning  Pose  VQA  Caption  Prediction  QA  PDF
• 2022-03-26 Learning to Answer Questions in Dynamic Audio-Visual Scenarios    Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-03-24 Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering    Chengyang Fang, Gangyan Zeng, Yu Zhou, Daiqing Wu, Can Ma, Dayong Hu, Weiping Wang arXiv_CV arXiv_CV  Transformer  Recognition  OCR  Optical_Character  Pose  VQA  Prediction  QA  PDF
• 2022-03-24 Subjective and Objective Analysis of Streamed Gaming Videos    Xiangxu Yu, Zhenqiang Ying, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-03-24 Towards Efficient and Elastic Visual Question Answering with Doubly Slimmable Transformer    Zhou Yu, Zitian Jin, Jun Yu, Mingliang Xu, Jianping Fan arXiv_CV arXiv_CV  Transformer  VQA  Inference  QA  PDF
• 2022-03-22 WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models    Sha Yuan, Zhao Shuai, Leng Jiahong, Xue Zhao, Zhao Hanyu, Tang Jie arXiv_CL arXiv_CL  Image_Caption  Transformer  Relation  VQA  Caption  QA  PDF
• 2022-03-17 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering    Yang Ding, Jing Yu, Bang Liu, Yue Hu, Mingxin Cui, Qi Wu arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Pose  Action  Relation  VQA  Prediction  QA  PDF
• 2022-03-15 K-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition    Kohei Uehara, Tatsuya Harada arXiv_CL arXiv_CL  Knowledge  VQA  PDF
• 2022-03-15 Can you even tell left from right? Presenting a new challenge for VQA    Sai Raam Venkatraman, Rishi Rao, S. Balasubramanian, Chandra Sekhar Vorugunti, R. Raghunatha Sarma arXiv_AI arXiv_AI  Pose  Quantitative  Relation  VQA  QA  PDF
• 2022-03-15 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA    Carlos E. Jimenez, Olga Russakovsky, Karthik Narasimhan arXiv_CL arXiv_CL  Action  VQA  QA  PDF
• 2022-03-14 CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment    Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei arXiv_CL arXiv_CL  Image_Caption  Transformer  Zero-Shot  Pose  VQA  Few-Shot  Caption  QA  PDF
• 2022-03-12 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation    Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung arXiv_AI arXiv_AI  Image_Caption  Transformer  Zero-Shot  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2022-03-09 NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks    Fawaz Sammani, Tanmoy Mukherjee, Nikos Deligiannis arXiv_CV arXiv_CV  Image_Caption  Transformer  VQA  Caption  Inference  Language_Model  Prediction  QA  PDF
• 2022-03-07 Barlow constrained optimization for Visual Question Answering    Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars arXiv_CV arXiv_CV  Embedding  Optimization  Regularization  Pose  Action  Relation  VQA  QA  PDF
• 2022-03-06 Modeling Coreference Relations in Visual Dialog    Mingxiao Li, Marie-Francine Moens arXiv_AI arXiv_AI  Transformer  Unsupervised  Knowledge  Pose  Relation  VQA  PDF
• 2022-03-06 Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering    Mingxiao Li, Marie-Francine Moens arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Relation  VQA  Attention  QA  PDF
• 2022-03-02 Recent, rapid advancement in visual question answering architecture    Venkat Kodali, Daniel Berleant arXiv_CV arXiv_CV  Review  VQA  PDF
• 2022-03-01 Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment    Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang arXiv_AI arXiv_AI  Transformer  Unsupervised  Pose  VQA  QA  PDF
• 2022-02-28 Robust resource-efficient quantum variational ansatz through evolutionary algorithm    Yuhan Huang, Qingyu Li, Xiaokai Hou, Rebing Wu, Man-Hong Yung, Abolfazl Bayat, Xiaoting Wang arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-02-25 CAFQA: Clifford Ansatz For Quantum Accuracy    Gokul Subramanian Ravi, Pranav Gokhale, Yi Ding, William M. Kirby, Kaitlin N. Smith, Jonathan M. Baker, Peter J. Love, Henry Hoffmann, Kenneth R. Brown, Frederic T. Chong arXiv_CV arXiv_CV  Optimization  Relation  VQA  QA  PDF
• 2022-02-25 On Modality Bias Recognition and Reduction    Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan Kankanhalli, Alberto Del Bimbo arXiv_CV arXiv_CV  Recognition  Pose  Action_Recognition  Action  Classification  Relation  VQA  Prediction  PDF
• 2022-02-25 Joint Answering and Explanation for Visual Commonsense Reasoning    Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan Kankanhalli arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Inference  QA  PDF
• 2022-02-24 Measuring CLEVRness: Blackbox testing of Visual Reasoning Models    Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski arXiv_AI arXiv_AI  Adversarial  Pose  VQA  QA  PDF
• 2022-02-21 Vision-Language Pre-Training with Triple Contrastive Learning    Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang arXiv_CV arXiv_CV  Transformer  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  VQA  PDF
• 2022-02-21 OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics    Fernando Amodeo, Fernando Caballero, Natalia Díaz-Rodríguez, Luis Merino arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Ontology  Action  VQA  QA  PDF
• 2022-02-17 Pulse based Variational Quantum Optimal Control for hybrid quantum computing    Robert de Keijzer, Oliver Tse, Servaas Kokkelmans arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-02-17 Deep VQA based on a Novel Hybrid Training Methodology    Chen Feng, Fan Zhang, David R. Bull arXiv_CV arXiv_CV  Pose  Deep_Learning  Relation  VQA  QA  PDF
• 2022-02-15 Privacy Preserving Visual Question Answering    Cristian-Paul Bara, Qing Ping, Abhinav Mathur, Govind Thattai, Rohith MV, Gaurav S. Sukhatme arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-02-15 Delving Deeper into Cross-lingual Visual Question Answering    Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Action  VQA  Few-Shot  QA  PDF
• 2022-02-14 An experimental study of the vision-bottleneck in VQA    Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf arXiv_CV arXiv_CV  Embedding  Pose  Detection  VQA  Object_Detection  Attention  QA  PDF
• 2022-02-09 Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?    Jiawen Zhang, Abhijit Mishra, Avinesh P.V.S, Siddharth Patwardhan, Sachin Agarwal arXiv_CL arXiv_CL  Unsupervised  Reinforcement_Learning  Bert  Weakly_Supervised  Knowledge  Pose  VQA  QA  PDF
• 2022-02-08 NEWSKVQA: Knowledge-Aware News Video Question Answering    Pranay Gupta, Manish Gupta arXiv_CV arXiv_CV  Surveillance  Video_Indexing  Knowledge  Pose  VQA  Summarization  Activity  QA  Video_Retrieval  PDF
• 2022-02-07 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 arXiv_CV arXiv_CV  Image_Caption  Bert  Pose  Classification  VQA  Text_Generation  Caption  Image_Classification  QA  PDF
• 2022-02-04 Grounding Answers for Visual Questions Asked by Visually Impaired People    Chongyan Chen, Samreen Anjum, Danna Gurari arXiv_CV arXiv_CV  Recognition  Action  VQA  QA  PDF
• 2022-01-30 Compositionality as Lexical Symmetry    Ekin Akyürek, Jacob Andreas arXiv_CV arXiv_CV  Transformer  RNN  VQA  PDF
• 2022-01-28 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation    Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-01-27 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages    Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  VQA  Few-Shot  PDF
• 2022-01-27 Transformer Module Networks for Systematic Generalization in Visual Question Answering    Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto, Xavier Boix, Tomotake Sasaki arXiv_CV arXiv_CV  Transformer  Pose  VQA  QA  PDF
• 2022-01-26 Learning to Compose Diversified Prompts for Image Emotion Classification    Sinuo Deng, Lifang Wu, Ge Shi, Lehao Xing, Meng Jian arXiv_CV arXiv_CV  Transformer  Pose  Emotion  Classification  VQA  Language_Model  PDF
• 2022-01-25 MGA-VQA: Multi-Granularity Alignment for Visual Question Answering    Peixi Xiong, Yilin Shen, Hongxia Jin arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  QA  PDF
• 2022-01-25 SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering    Peixi Xiong, Quanzeng You, Pei Yu, Zicheng Liu, Ying Wu arXiv_CV arXiv_CV  Pose  Action  Relation  VQA  Attention  QA  PDF
• 2022-01-24 Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding    Arjun R. Akula arXiv_CV arXiv_CV  Knowledge  Pose  VQA  QA  PDF
• 2022-01-15 CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks    Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Pose  VQA  Inference  QA  PDF
• 2022-01-14 A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering    Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu, Prem Natarajan arXiv_CV arXiv_CV  Image_Caption  Knowledge  Pose  VQA  GAN  Language_Model  QA  PDF
• 2022-01-13 Towards Automated Error Analysis: Learning to Characterize Errors    Tong Gao, Shivang Singh, Raymond J. Mooney arXiv_AI arXiv_AI  Bert  Pose  VQA  PDF
• 2022-01-11 Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training    Yehao Li, Jiahao Fan, Yingwei Pan, Ting Yao, Weiyao Lin, Tao Mei arXiv_CV arXiv_CV  Image_Caption  Transformer  Knowledge  Action  Classification  VQA  Caption  Language_Model  Matching  PDF
• 2022-01-11 On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering    Ankur Sikarwar, Gabriel Kreiman arXiv_CV arXiv_CV  Transformer  Speech  Action  Quantitative  VQA  Attention  QA  PDF
• 2022-01-10 COIN: Counterfactual Image Generation for VQA Interpretation    Zeyd Boukhers, Timo Hartmann, Jan Jürjens arXiv_CV arXiv_CV  Pose  Quantitative  VQA  QA  PDF
• 2022-01-10 Generating the optimal structures for parameterized quantum circuits by a meta-trained graph variational autoencoder    Chuangtao Chen, Zhimin He, Shenggen Zheng, Yan Zhou, Haozhen Situ arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-01-07 MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound    Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi arXiv_CL arXiv_CL  Transformer  Video_Caption  Zero-Shot  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2022-01-05 FAVER: Blind Quality Prediction of Variable Frame Rate Videos    Qi Zheng, Zhengzhong Tu, Pavan C. Madhusudana, Xiaoyang Zeng, Alan C. Bovik, Yibo Fan arXiv_CV arXiv_CV  Pose  VQA  Prediction  QA  PDF
• 2022-01-05 Quantum Chaos and Circuit Parameter Optimization    Joonho Kim, Yaron Oz, Dario Rosa arXiv_CV arXiv_CV  Optimization  Relation  VQA  QA  PDF
• 2022-01-04 Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety    Rajagopal A, Nirmala V, Arun Muthuraj Vedamanickam arXiv_CV arXiv_CV  Image_Caption  Transformer  Enhancement  Image_Enhancement  Deep_Learning  VQA  Attention  Caption  Language_Model  PDF
• 2022-01-04 Quantum circuit architecture search on a superconducting processor    Kehuan Linghu, Yang Qian, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E. Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2021-12-30 VisQA: Quantifying Information Visualisation Recallability via Question Answering    Yao Wang, Chuhan Jiao, Mihai Bâce, Andreas Bulling arXiv_CV arXiv_CV  Pose  Quantitative  VQA  QA  PDF
• 2021-12-27 Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?    Sedigheh Eslami, Gerard de Melo, Christoph Meinel arXiv_CV arXiv_CV  Transformer  Represenation_Learning  VQA  Medical  QA  PDF
• 2021-12-27 Multi-Image Visual Question Answering    Harsh Raj, Janhavi Dadhania, Akhilesh Bhardwaj arXiv_AI arXiv_AI  Embedding  Bert  Pose  Action  VQA  Attention  PDF
• 2021-12-23 LaTr: Layout-Aware Transformer for Scene-Text VQA    Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha arXiv_CV arXiv_CV  Transformer  OCR  Pose  Scene_Text  Detection  VQA  Object_Detection  QA  PDF
• 2021-12-22 CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes    Xu Yan, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Zhen Li, Shuguang Cui arXiv_CV arXiv_CV  Transformer  Recognition  3D  Pose  Classification  Relation  VQA  QA  PDF
• 2021-12-21 A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning    Huan-Yu Liu, Tai-Ping Sun, Yu-Chun Wu, Yong-Jian Han, Guo-Ping Guo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Face  VQA  QA  PDF
• 2021-12-20 General Greedy De-bias Learning    Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV  Gradient_Descent  Regularization  Knowledge  Adversarial  Pose  Classification  Relation  VQA  Image_Classification  Prediction  PDF
• 2021-12-20 ScanQA: 3D Question Answering for Spatial Scene Understanding    Daichi Azuma, Taiki Miyanishi, Shuhei Kurita, Motoki Kawanabe arXiv_CV arXiv_CV  Embedding  3D  Knowledge  Pose  VQA  QA  PDF
• 2021-12-19 Task-Oriented Multi-User Semantic Communications    Huiqiang Xie, Zhijin Qin, Xiaoming Tao, Khaled B. Letaief arXiv_CV arXiv_CV  Transformer  Embedding  Image_Retrieval  Pose  Deep_Learning  VQA  QA  PDF
• 2021-12-16 Distilled Dual-Encoder Model for Vision-Language Understanding    Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei arXiv_CV arXiv_CV  Image_Caption  Transformer  Pose  Action  VQA  Attention  Inference  PDF
• 2021-12-16 KAT: A Knowledge Augmented Transformer for Vision-and-Language    Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2021-12-15 3D Question Answering    Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Bert  Pose  VQA  QA  PDF
• 2021-12-14 Dual-Key Multimodal Backdoors for Visual Question Answering    Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Deep_Learning  Detection  VQA  Object_Detection  QA  PDF
• 2021-12-14 Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering    JianJian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen arXiv_CV arXiv_CV  Embedding  Pose  Deep_Learning  Relation  VQA  Attention  Prediction  QA  Matching  PDF
• 2021-12-13 Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection    Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh arXiv_CV arXiv_CV  Embedding  Weakly_Supervised  Knowledge  Knowledge_Graph  Pose  VQA  Attention  Language_Model  QA  PDF
• 2021-12-13 VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2021-12-12 Change Detection Meets Visual Question Answering    Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu arXiv_CV arXiv_CV  Face  Detection  VQA  Prediction  QA  PDF
• 2021-12-10 VAQEM: A Variational Approach to Quantum Error Mitigation    Gokul Subramanian Ravi, Kaitlin N. Smith, Pranav Gokhale, Andrea Mari, Nathan Earnest, Ali Javadi-Abhari, Frederic T. Chong arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-12-10 Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation    Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang arXiv_CV arXiv_CV  Bert  Pose  VQA  Few-Shot  Text_Generation  Language_Model  Matching  PDF
• 2021-12-09 MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning    Constantin Eichenberg, Sidney Black, Samuel Weinbach, Letitia Parcalabescu, Anette Frank arXiv_CV arXiv_CV  Optimization  Knowledge  VQA  Language_Model  QA  PDF
• 2021-12-08 MLP Architectures for Vision-and-Language Modeling: An Empirical Study    Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang arXiv_CV arXiv_CV  Transformer  VQA  Attention  Language_Model  QA  PDF
• 2021-12-06 MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering    Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan arXiv_AI arXiv_AI  Unsupervised  Pose  VQA  Attention  Language_Model  QA  PDF
• 2021-11-29 EQC : Ensembled Quantum Computing for Variational Quantum Algorithms    Samuel Stein, Yufei Ding, Nathan Wiebe, Bo Peng, Karol Kowalski, Nathan Baker, James Ang, Ang Li arXiv_CV arXiv_CV  Pose  Face  VQA  QA  PDF
• 2021-11-29 Searching the Search Space of Vision Transformer    Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Recognition  Pose  Detection  VQA  Object_Detection  PDF
• 2021-11-29 Quantifying Fermionic Nonlinearity of Quantum Circuits    Shigeo Hakkaku, Yuichiro Tashima, Kosuke Mitarai, Wataru Mizukami, Keisuke Fujii arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2021-11-29 LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering    Jingjing Jiang, Ziyi Liu, Yifan Liu, Nanning Zheng arXiv_CV arXiv_CV  Video_Caption  Pose  VQA  QA  PDF
• 2021-11-26 Performance comparison of optimization methods on variational quantum algorithms    Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, Vedran Dunjko, Thomas E. O'Brien arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2021-11-25 Scene Graph Generation with Geometric Context    Vishal Kumar, Albert Mundu, Satish Kumar Singh arXiv_AI arXiv_AI  Image_Caption  Recognition  Knowledge  Relation  VQA  Attention  Caption  Activity  PDF
• 2021-11-24 Quantum Architecture Search with Meta-learning    Zhimin He, Chuangtao Chen, Lvzhou Li, Shenggen Zheng, Haozhen Situ arXiv_CV arXiv_CV  NAS  Optimization  Pose  VQA  QA  PDF
• 2021-11-23 Crossing the Format Boundary of Text and Boxes: Towards Unified Vision-Language Modeling    Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Pose  VQA  Text_Generation  Caption  Language_Model  Prediction  PDF
• 2021-11-22 Florence: A New Foundation Model for Computer Vision    Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Classification  Detection  VQA  Few-Shot  Object_Detection  Caption  QA  Video_Retrieval  PDF
• 2021-11-22 Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021    Daria Bakshandaeva, Denis Dimitrov, Alex Shonenkov, Mark Potanin, Vladimir Arkhipkin, Denis Karachev, Vera Davydova, Anton Voronov, Mikhail Martynov, Natalia Semenova, Mikhail Stepnov, Elena Tutubalina, Andrey Chertok, Aleksandr Petiushko arXiv_AI arXiv_AI  Recognition  Zero-Shot  Pose  Detection  VQA  Object_Detection  PDF
• 2021-11-19 Medical Visual Question Answering: A Survey    Zhihong Lin, Donghao Zhang, Qingyi Tac, Danli Shi, Gholamreza Haffari, Qi Wu, Mingguang He, Zongyuan Ge arXiv_AI arXiv_AI  Review  Survey  VQA  Medical  QA  PDF
• 2021-11-19 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 arXiv_CV arXiv_CV  Image_Caption  Transformer  Optimization  Represenation_Learning  Pose  VQA  Attention  Caption  Language_Model  Matching  PDF
• 2021-11-18 Blind VQA on 360{deg} Video via Progressively Learning from Pixels, Frames and Video    Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang arXiv_CV arXiv_CV  Pose  Relation  VQA  Prediction  QA  PDF
• 2021-11-17 Achieving Human Parity on Visual Question Answering    Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Luo Si arXiv_CV arXiv_CV  Knowledge  Action  VQA  QA  PDF
• 2021-11-16 Document AI: Benchmarks, Models and Applications    Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei arXiv_CL arXiv_CL  Review  Action  Classification  Deep_Learning  VQA  Image_Classification  PDF
• 2021-11-16 Words of Wisdom: Representational Harms in Learning From AI Communication    Amanda Buddemeyer, Erin Walker, Malihe Alikhani arXiv_CL arXiv_CL  VQA  PDF
• 2021-11-16 Language bias in Visual Question Answering: A Survey and Taxonomy    Desen Yuan arXiv_CV arXiv_CV  Enhancement  Review  Survey  VQA  Attention  QA  PDF
• 2021-11-15 Measurement-induced entanglement phase transitions in variational quantum circuits    Roeland Wiersema, Cunlu Zhou, Juan Felipe Carrasquilla, Yong Baek Kim arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2021-11-15 Stochastic Gradient Line Bayesian Optimization: Reducing Measurement Shots in Optimizing Parameterized Quantum Circuits    Shiro Tamiya, Hayata Yamasaki arXiv_CV arXiv_CV  Gradient_Descent  Optimization  VQA  QA  PDF
• 2021-11-12 Visual Intelligence through Human Interaction    Ranjay Krishna, Mitchell Gordon, Li Fei-Fei, Michael Bernstein arXiv_CV arXiv_CV  Face  Action  VQA  PDF
• 2021-11-11 Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture    Michael Yang, Aditya Anantharaman, Zachary Kitowski, Derik Clive Robert arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Relation  VQA  Attention  QA  PDF
• 2021-11-10 ICDAR 2021 Competition on Document VisualQuestion Answering    Rubèn Tito, Minesh Mathew, C.V. Jawahar, Ernest Valveny, Dimosthenis Karatzas arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-11-09 Mode connectivity in the QCBM loss landscape    Kathleen E. Hamilton, Emily Lynn, Vicente Leyton-Ortega, Swarnadeep Majumder, Raphael C. Pooser arXiv_CV arXiv_CV  Knowledge  VQA  QA  PDF
• 2021-11-08 Visual Question Answering based on Formal Logic    Muralikrishnna G. Sethuraman, Ali Payani, Faramarz Fekri, J. Clayton Kerce arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Action  Deep_Learning  VQA  QA  PDF
• 2021-11-08 ORQVIZ: Visualizing High-Dimensional Landscapes in Variational Quantum Algorithms    Manuel S. Rudolph, Sukin Sim, Asad Raza, Michal Stechly, Jarrod R. McClean, Eric R. Anschuetz, Luis Serrano, Alejandro Perdomo-Ortiz arXiv_CV arXiv_CV  Optimization  Review  VQA  QA  PDF
• 2021-11-03 An Empirical Study of Training End-to-End Vision-and-Language Transformers    Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng arXiv_CV arXiv_CV  Transformer  Bert  VQA  Attention  Inference  QA  PDF
• 2021-11-03 VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts    Wenhui Wang, Hangbo Bao, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Pose  Classification  VQA  Attention  QA  PDF
• 2021-11-01 Introspective Distillation for Robust Question Answering    Yulei Niu, Hanwang Zhang arXiv_AI arXiv_AI  Pose  VQA  QA  PDF
• 2021-10-27 Subtleties in the trainability of quantum machine learning models    Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, M. Cerezo arXiv_CV arXiv_CV  Embedding  VQA  QA  PDF
• 2021-10-27 Perceptual Score: What Data Modalities Does Your Model Perceive?    Itai Gat, Idan Schwartz, Alexander Schwing arXiv_CV arXiv_CV  Pose  VQA  PDF
• 2021-10-25 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 arXiv_AI arXiv_AI  Transformer  Embedding  Recognition  VQA  QA  PDF
• 2021-10-25 Alignment Attention by Matching Key and Query Distributions    Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou arXiv_CL arXiv_CL  Unsupervised  Regularization  Adversarial  Pose  VQA  Attention  Matching  PDF
• 2021-10-22 Quantum algorithm for Neighborhood Preserving Embedding    Shi-Jie Pan, Lin-Chun Wan, Hai-Ling Liu, Yu-Sen Wu, Su-Juan Qin, Qiao-Yan Wen, Fei Gao arXiv_CV arXiv_CV  Embedding  Pose  VQA  QA  PDF
• 2021-10-21 DAIR: Data Augmented Invariant Regularization    Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami arXiv_AI arXiv_AI  Regularization  Pose  Deep_Learning  VQA  PDF
• 2021-10-21 Single-Modal Entropy based Active Learning for Visual Question Answering    Dong-Jin Kim, Jae Won Cho, Jinsoo Choi, Yunjae Jung, In So Kweon arXiv_AI arXiv_AI  Pose  VQA  QA  PDF
• 2021-10-17 Towards Language-guided Visual Recognition via Dynamic Convolutions    Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Xinghao Ding, Yongjian Wu, Feiyue Huang, Yue Gao, Rongrong Ji arXiv_CV arXiv_CV  Recognition  Pose  VQA  QA  PDF
• 2021-10-16 BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images    Shinji Nakazawa, Changhee Han, Joe Hasei, Ryuichi Nakahara, Toshifumi Ozaki arXiv_CV arXiv_CV  Embedding  OCR  Knowledge  Adversarial  Pose  VQA  GAN  CNN  PDF
• 2021-10-16 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 arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Pose  VQA  Few-Shot  GAN  Caption  Inference  Language_Model  QA  PDF
• 2021-10-15 Guiding Visual Question Generation    Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia arXiv_CV arXiv_CV  Pose  Quantitative  VQA  QA  PDF
• 2021-10-14 Semantically Distributed Robust Optimization for Vision-and-Language Inference    Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee, Chitta Baral, Yezhou Yang arXiv_CV arXiv_CV  Optimization  Knowledge  Adversarial  VQA  Inference  Language_Model  QA  PDF
• 2021-10-13 Improving Users' Mental Model with Attention-directed Counterfactual Edits    Kamran Alipour, Arijit Ray, Xiao Lin, Michael Cogswell, Jurgen P. Schulze, Yi Yao, Giedrius T. Burachas arXiv_CV arXiv_CV  Inpainting  Adversarial  Pose  VQA  Attention  GAN  QA  PDF
• 2021-10-13 MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants    Alkesh Patel, Joel Ruben Antony Moniz, Roman Nguyen, Nick Tzou, Hadas Kotek, Vincent Renkens arXiv_CV arXiv_CV  Transformer  Knowledge  Classification  VQA  QA  PDF
• 2021-10-11 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking    Dirk Väth, Pascal Tilli, Ngoc Thang Vu arXiv_AI arXiv_AI  Embedding  Pose  VQA  GAN  QA  PDF
• 2021-10-11 Pano-AVQA: Grounded Audio-Visual Question Answering on 360$^circ$ Videos    Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, Gunhee Kim arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Relation  VQA  Visual_Relation  QA  PDF
• 2021-10-06 Coarse-to-Fine Reasoning for Visual Question Answering    Binh X. Nguyen, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  Visual_Relation  QA  PDF
• 2021-10-03 Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering    Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao arXiv_AI arXiv_AI  Pose  Relation  VQA  QA  PDF
• 2021-10-03 Coarse grained intermolecular interactions on quantum processors    Lewis W. Anderson, Martin Kiffner, Panagiotis Kl. Barkoutsos, Ivano Tavernelli, Jason Crain, Dieter Jaksch arXiv_CV arXiv_CV  Action  VQA  QA  PDF
• 2021-10-02 Asking questions on handwritten document collections    Minesh Mathew, Lluis Gomez, Dimosthenis Karatzas, CV Jawahar arXiv_CV arXiv_CV  Embedding  Recognition  OCR  Pose  VQA  QA  PDF
• 2021-10-01 Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images    Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan Yuille arXiv_CV arXiv_CV  Embedding  Pose  VQA  QA  PDF
• 2021-09-27 Multimodal Integration of Human-Like Attention in Visual Question Answering    Ekta Sood, Fabian Kögel, Philipp Müller, Dominike Thomas, Mihai Bace, Andreas Bulling arXiv_CV arXiv_CV  Transformer  Salient  VQA  Attention  Prediction  QA  PDF
• 2021-09-27 VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering    Ekta Sood, Fabian Kögel, Florian Strohm, Prajit Dhar, Andreas Bulling arXiv_CV arXiv_CV  Relation  VQA  Attention  QA  PDF
• 2021-09-27 High Frame Rate Video Quality Assessment using VMAF and Entropic Differences    Pavan C Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  Action  Relation  VQA  QA  PDF
• 2021-09-24 How to find a good image-text embedding for remote sensing visual question answering?    Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia arXiv_CV arXiv_CV  Embedding  Action  VQA  QA  PDF
• 2021-09-21 Does Vision-and-Language Pretraining Improve Lexical Grounding?    Tian Yun, Chen Sun, Ellie Pavlick arXiv_AI arXiv_AI  VQA  PDF
• 2021-09-20 Learning Natural Language Generation from Scratch    Alice Martin Donati (X-DEP-MATHAPP), Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub, Olivier Pietquin arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Action  VQA  Language_Model  PDF
• 2021-09-17 ChipQA: No-Reference Video Quality Prediction via Space-Time Chips    Joshua P. Ebenezer, Zaixi Shang, Yongjun Wu, Hai Wei, Sriram Sethuraman, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  Prediction  QA  PDF
• 2021-09-15 Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering    Ander Salaberria, Gorka Azkune, Oier Lopez de Lacalle, Aitor Soroa, Eneko Agirre arXiv_AI arXiv_AI  Image_Caption  Knowledge  Knowledge_Graph  Pose  VQA  Caption  Inference  Language_Model  QA  PDF
• 2021-09-13 Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering    Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao arXiv_CV arXiv_CV  Knowledge  VQA  QA  PDF
• 2021-09-13 xGQA: Cross-Lingual Visual Question Answering    Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulić, Iryna Gurevych arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  VQA  Language_Model  QA  PDF
• 2021-09-10 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA    Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Knowledge  Pose  VQA  Few-Shot  Caption  Prediction  QA  PDF
• 2021-09-10 Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation    Humair Raj Khan, Deepak Gupta, Asif Ekbal arXiv_CL arXiv_CL  Knowledge  Pose  Action  VQA  QA  PDF
• 2021-09-09 TxT: Crossmodal End-to-End Learning with Transformers    Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth arXiv_CV arXiv_CV  Transformer  Detection  VQA  Object_Detection  QA  PDF
• 2021-09-09 Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering    Man Luo, Yankai Zeng, Pratyay Banerjee, Chitta Baral arXiv_CL arXiv_CL  Knowledge  Pose  Action  Classification  VQA  QA  PDF
• 2021-09-06 Improved RAMEN: Towards Domain Generalization for Visual Question Answering    Bhanuka Manesha Samarasekara Vitharana Gamage, Lim Chern Hong arXiv_CV arXiv_CV  Transformer  VQA  QA  PDF
• 2021-09-06 GeneAnnotator: A Semi-automatic Annotation Tool for Visual Scene Graph    Zhixuan Zhang, Chi Zhang, Zhenning Niu, Le Wang, Yuehu Liu arXiv_CV arXiv_CV  Image_Caption  Pose  Relation  VQA  Visual_Relation  Caption  QA  PDF
• 2021-09-04 Weakly Supervised Relative Spatial Reasoning for Visual Question Answering    Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV  Transformer  3D  Weakly_Supervised  Action  Classification  VQA  Few-Shot  Prediction  QA  PDF
• 2021-09-04 A review of Quantum Neural Networks: Methods, Models, Dilemma    Renxin Zhao, Shi Wang arXiv_AI arXiv_AI  Review  Face  VQA  QA  PDF
• 2021-09-03 Accelerating Variational Quantum Algorithms Using Circuit Concurrency    Salonik Resch, Anthony Gutierrez, Joon Suk Huh, Srikant Bharadwaj, Yasuko Eckert, Gabriel Loh, Mark Oskin, Swamit Tannu arXiv_CV arXiv_CV  Optimization  Detection  VQA  QA  PDF
• 2021-09-02 Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms?    Samson Wang, Piotr Czarnik, Andrew Arrasmith, M. Cerezo, Lukasz Cincio, Patrick J. Coles arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-08-28 On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering    Gouthaman KV, Anurag Mittal arXiv_CV arXiv_CV  Transformer  RNN  Pose  Relation  VQA  Attention  QA  PDF
• 2021-08-28 QACE: Asking Questions to Evaluate an Image Caption    Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung arXiv_CV arXiv_CV  Image_Caption  Pose  Classification  VQA  Caption  QA  PDF
• 2021-08-24 SimVLM: Simple Visual Language Model Pretraining with Weak Supervision    Zirui Wang, Jiahui Yu, Adams Wei Yu, Zihang Dai, Yulia Tsvetkov, Yuan Cao arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  VQA  Caption  Language_Model  QA  PDF
• 2021-08-24 Auto-Parsing Network for Image Captioning and Visual Question Answering    Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Sparse  Knowledge  Pose  VQA  Attention  Caption  Inference  PDF
• 2021-08-23 Adaptive shot allocation for fast convergence in variational quantum algorithms    Andi Gu, Angus Lowe, Pavel A. Dub, Patrick J. Coles, Andrew Arrasmith arXiv_CV arXiv_CV  Gradient_Descent  Optimization  VQA  QA  PDF
• 2021-08-22 External Knowledge Augmented Text Visual Question Answering    Arka Ujjal Dey, Ernest Valveny, Gaurav Harit arXiv_CV arXiv_CV  Transformer  OCR  Knowledge  Pose  VQA  QA  PDF
• 2021-08-22 StarVQA: Space-Time Attention for Video Quality Assessment    Fengchuang Xing, Yuan-Gen Wang, Hanpin Wang, Leida Li, Guopu Zhu arXiv_CV arXiv_CV  Transformer  Embedding  Pose  VQA  Attention  QA  PDF
• 2021-08-20 Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling    Xiaopeng Lu, Zhen Fan, Yansen Wang, Jean Oh, Carolyn P. Rose arXiv_CV arXiv_CV  Recognition  OCR  Optical_Character  Pose  Scene_Text  Relation  VQA  QA  PDF
• 2021-08-19 Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception    Bowen Li, Weixia Zhang, Meng Tian, Guangtao Zhai, Xianpei Wang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Pose  Action_Recognition  Action  VQA  QA  PDF
• 2021-08-18 X-modaler: A Versatile and High-performance Codebase for Cross-modal Analytics    Yehao Li, Yingwei Pan, Jingwen Chen, Ting Yao, Tao Mei arXiv_AI arXiv_AI  Image_Caption  Video_Caption  Pose  Action  Deep_Learning  VQA  Caption  PDF
• 2021-08-16 Task-Oriented Multi-User Semantic Communications for Multimodal Data    Huiqiang Xie, Zhijin Qin, Geoffrey Ye Li arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  QA  PDF
• 2021-08-10 BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis    Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang arXiv_AI arXiv_AI  Transformer  Bert  Pose  VQA  Medical  Language_Model  QA  PDF
• 2021-08-04 Sparse Continuous Distributions and Fenchel-Young Losses    André F. T. Martins, Marcos Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae arXiv_AI arXiv_AI  Sparse  Classification  VQA  Attention  Prediction  Matching  PDF
• 2021-07-27 Greedy Gradient Ensemble for Robust Visual Question Answering    Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2021-07-24 X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering    Jingjing Jiang, Ziyi Liu, Yifan Liu, Zhixiong Nan, Nanning Zheng arXiv_CV arXiv_CV  Adversarial  Pose  Relation  VQA  QA  PDF
• 2021-07-19 Separating Skills and Concepts for Novel Visual Question Answering    Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV  Recognition  Pose  Contrastive_Learning  VQA  QA  PDF
• 2021-07-16 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation    Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq Joty, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  VQA  Attention  Inference  QA  PDF
• 2021-07-13 How Much Can CLIP Benefit Vision-and-Language Tasks?    Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Pose  VQA  Caption  PDF
• 2021-07-13 Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering    Rajat Koner, Hang Li, Marcel Hildebrandt, Deepan Das, Volker Tresp, Stephan Günnemann arXiv_CV arXiv_CV  Reinforcement_Learning  Knowledge  Knowledge_Graph  Pose  Relation  VQA  Autonomous  QA  PDF
• 2021-07-12 Zero-shot Visual Question Answering using Knowledge Graph    Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  Action  VQA  QA  Matching  PDF
• 2021-07-10 DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering    Jianyu Wang, Bing-Kun Bao, Changsheng Xu arXiv_AI arXiv_AI  Pose  Relation  VQA  Attention  QA  PDF
• 2021-07-07 MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering    Haiwei Pan, Shuning He, Kejia Zhang, Bo Qu, Chunling Chen, Kun Shi arXiv_CV arXiv_CV  Pose  Classification  VQA  Attention  Medical  QA  PDF
• 2021-07-06 Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering    Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning arXiv_AI arXiv_AI  Recognition  Knowledge  Classification  VQA  Recommendation  PDF
• 2021-07-04 Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory    Xuejiao Tang arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  Inference  PDF
• 2021-06-30 Variational secure cloud quantum computing    Yuta Shingu, Yuki Takeuchi, Suguru Endo, Shiro Kawabata, Shohei Watabe, Tetsuro Nikuni, Hideaki Hakoshima, Yuichiro Matsuzaki arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-06-28 Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs    Daniel Reich, Felix Putze, Tanja Schultz arXiv_CV arXiv_CV  Knowledge  VQA  Inference  QA  PDF
• 2021-06-25 Multimodal Few-Shot Learning with Frozen Language Models    Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, S.M. Ali Eslami, Oriol Vinyals, Felix Hill arXiv_CV arXiv_CV  Embedding  Knowledge  VQA  Few-Shot  Caption  Language_Model  PDF
• 2021-06-25 Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training    Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Optimization  Knowledge  Pose  Action  Relation  VQA  Attention  Visual_Relation  QA  PDF
• 2021-06-25 A Picture May Be Worth a Hundred Words for Visual Question Answering    Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Ittetsu Taniguchi, Takao Onoye arXiv_CV arXiv_CV  Image_Caption  Transformer  Pose  VQA  Language_Model  QA  PDF
• 2021-06-24 FOVQA: Blind Foveated Video Quality Assessment    Yize Jin, Anjul Patney, Richard Webb, Alan Bovik arXiv_CV arXiv_CV  VQA  Attention  QA  PDF
• 2021-06-24 A Transformer-based Cross-modal Fusion Model with Adversarial Training for VQA Challenge 2021    Ke-Han Lu, Bo-Han Fang, Kuan-Yu Chen arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  VQA  QA  PDF
• 2021-06-24 Accelerating variational quantum algorithms with multiple quantum processors    Yuxuan Du, Yang Qian, Dacheng Tao arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2021-06-24 Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model    Yixuan Qiao, Hao Chen, Jun Wang, Yihao Chen, Xianbin Ye, Ziliang Li, Xianbiao Qi, Peng Gao, Guotong Xie arXiv_CV arXiv_CV  Represenation_Learning  Scene_Text  Face  VQA  Language_Model  Prediction  QA  PDF
• 2021-06-21 Normalized Gradient Descent for Variational Quantum Algorithms    Yudai Suzuki, Hiroshi Yano, Rudy Raymond, Naoki Yamamoto arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Pose  VQA  QA  PDF
• 2021-06-19 VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis    Argho Sarkar, Maryam Rahnemoonfar arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-06-16 Probing Image-Language Transformers for Verb Understanding    Lisa Anne Hendricks, Aida Nematzadeh arXiv_CV arXiv_CV  Transformer  Image_Retrieval  Speech  VQA  Caption  PDF
• 2021-06-15 Assessment of Subjective and Objective Quality of Live Streaming Sports Videos    Zaixi Shang, Joshua P. Ebenezer, Alan C. Bovik, Yongjun Wu, Hai Wei, Sriram Sethuraman arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-06-15 How Modular Should Neural Module Networks Be for Systematic Generalization?    Vanessa D'Amario, Tomotake Sasaki, Xavier Boix arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-06-11 NAAQA: A Neural Architecture for Acoustic Question Answering    Jerome Abdelnour, Jean Rouat, Giampiero Salvi arXiv_CL arXiv_CL  Pose  VQA  QA  PDF
• 2021-06-10 Supervising the Transfer of Reasoning Patterns in VQA    Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri arXiv_CV arXiv_CV  Bert  Regularization  Knowledge  Self-Supervised  Pose  VQA  Attention  Prediction  QA  PDF
• 2021-06-09 Bayesian Attention Belief Networks    Shujian Zhang, Xinjie Fan, Bo Chen, Mingyuan Zhou arXiv_CL arXiv_CL  Optimization  Adversarial  Pose  VQA  Attention  PDF
• 2021-06-08 PAM: Understanding Product Images in Cross Product Category Attribute Extraction    Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong arXiv_CV arXiv_CV  Transformer  Recognition  OCR  Optical_Character  Knowledge  Knowledge_Graph  Pose  Action  VQA  PDF
• 2021-06-08 Check It Again: Progressive Visual Question Answering via Visual Entailment    Qingyi Si, Zheng Lin, Mingyu Zheng, Peng Fu, Weiping Wang arXiv_CV arXiv_CV  Pose  Action  Relation  VQA  QA  PDF
• 2021-06-08 Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions    Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Prediction  QA  PDF
• 2021-06-07 Universal noise-precision relations in variational quantum algorithms    Kosuke Ito, Wataru Mizukami, Keisuke Fujii arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2021-06-04 Human-Adversarial Visual Question Answering    Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela arXiv_CV arXiv_CV  Adversarial  VQA  QA  PDF
• 2021-06-04 Visual Question Rewriting for Increasing Response Rate    Jiayi Wei, Xilian Li, Yi Zhang, Xin Wang arXiv_AI arXiv_AI  Transformer  Emotion  VQA  PDF
• 2021-06-03 Grounding Complex Navigational Instructions Using Scene Graphs    Michiel de Jong, Satyapriya Krishna, Anuva Agarwal arXiv_CV arXiv_CV  Reinforcement_Learning  VQA  Attention  PDF
• 2021-06-02 Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos    Wei Sun, Tao Wang, Xiongkuo Min, Fuwang Yi, Guangtao Zhai arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  VQA  CNN  QA  PDF
• 2021-06-01 Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models    Linjie Li, Jie Lei, Zhe Gan, Jingjing Liu arXiv_CV arXiv_CV  Adversarial  VQA  QA  PDF
• 2021-05-29 Diagnosing barren plateaus with tools from quantum optimal control    Martin Larocca, Piotr Czarnik, Kunal Sharma, Gopikrishnan Muraleedharan, Patrick J. Coles, M. Cerezo arXiv_CV arXiv_CV  VQA  Attention  QA  PDF
• 2021-05-29 LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering    Zujie Liang, Haifeng Hu, Jiaying Zhu arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-05-24 Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training    Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Edward Choi arXiv_CV arXiv_CV  Image_Caption  Transformer  Bert  Represenation_Learning  Pose  Classification  VQA  Attention  Medical  Caption  PDF
• 2021-05-24 StructuralLM: Structural Pre-training for Form Understanding    Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si arXiv_CL arXiv_CL  Image_Caption  Pose  Action  Classification  VQA  Image_Classification  Language_Model  PDF
• 2021-05-21 Variational Quantum Classifiers Through the Lens of the Hessian    Pinaki Sen, Amandeep Singh Bhatia arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Deep_Learning  VQA  QA  PDF
• 2021-05-19 Multiple Meta-model Quantifying for Medical Visual Question Answering    Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Transfer_Learning  Pose  VQA  Medical  QA  PDF
• 2021-05-18 NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions    Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua arXiv_AI arXiv_AI  Video_Caption  Action  VQA  QA  PDF
• 2021-05-16 Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval    Kazuya Ueki arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Image_Retrieval  Survey  VQA  Caption  QA  Matching  PDF
• 2021-05-15 Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention    Nihar Bendre, Kevin Desai, Peyman Najafirad arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Attention  Autonomous  QA  PDF
• 2021-05-12 TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text    Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner arXiv_CV arXiv_CV  Recognition  OCR  Optical_Character  Pose  Scene_Text  Detection  VQA  QA  PDF
• 2021-05-11 GANs for Medical Image Synthesis: An Empirical Study    Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande arXiv_CV arXiv_CV  Segmentation  Adversarial  VQA  GAN  Medical  PDF
• 2021-05-11 Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs    Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum arXiv_CL arXiv_CL  Reinforcement_Learning  Knowledge  Knowledge_Graph  Action  VQA  QA  PDF
• 2021-05-11 Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules    Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Detection  VQA  Object_Detection  Attention  QA  PDF
• 2021-05-11 Cross-Modal Generative Augmentation for Visual Question Answering    Zixu Wang, Yishu Miao, Lucia Specia arXiv_CV arXiv_CV  Pose  Relation  VQA  PDF
• 2021-05-09 Passage Retrieval for Outside-Knowledge Visual Question Answering    Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik Learned-Miller arXiv_CV arXiv_CV  Image_Caption  Transformer  Sparse  Knowledge  VQA  Caption  PDF
• 2021-05-05 Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention    Wei Suo, Mengyang Sun, Peng Wang, Qi Wu arXiv_CV arXiv_CV  Transformer  VQA  Attention  PDF
• 2021-05-05 AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss    Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo arXiv_CV arXiv_CV  Sparse  Classification  VQA  Prediction  QA  PDF
• 2021-05-02 A survey on VQA_Datasets and Approaches    Yeyun Zou, Qiyu Xie arXiv_AI arXiv_AI  Review  Pose  Survey  VQA  QA  PDF
• 2021-04-30 Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads    Chenyu Gao, Qi Zhu, Peng Wang, Qi Wu arXiv_CV arXiv_CV  Transformer  Bert  VQA  Attention  QA  PDF
• 2021-04-29 Optimal training of variational quantum algorithms without barren plateaus    Tobias Haug, M.S. Kim arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2021-04-29 A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations    Varun Nagaraj Rao, Xingjian Zhen, Karen Hovsepian, Mingwei Shen arXiv_AI arXiv_AI  Pose  Quantitative  Deep_Learning  VQA  Prediction  QA  PDF
• 2021-04-26 MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding    Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Detection  VQA  Few-Shot  Object_Detection  Caption  QA  PDF
• 2021-04-26 InfographicVQA    Minesh Mathew, Viraj Bagal, Rubèn Pérez Tito, Dimosthenis Karatzas, Ernest Valveny, C.V Jawahar arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-04-24 RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory    Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny arXiv_AI arXiv_AI  Image_Caption  Transformer  Recognition  Pose  Detection  Relation  VQA  Visual_Relation  Caption  Prediction  QA  PDF
• 2021-04-23 Playing Lottery Tickets with Vision and Language    Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu arXiv_CV arXiv_CV  Transformer  Bert  Adversarial  VQA  QA  Matching  PDF
• 2021-04-20 GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering    Weixin Liang, Yanhao Jiang, Zixuan Liu arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2021-04-20 An efficient measure for the expressivity of variational quantum algorithms    Yuxuan Du, Zhuozhuo Tu, Xiao Yuan, Dacheng Tao arXiv_CV arXiv_CV  Quantitative  VQA  QA  PDF
• 2021-04-16 Cross-Modal Retrieval Augmentation for Multi-Modal Classification    Shir Gur, Natalia Neverova, Chris Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Knowledge  Classification  VQA  Caption  Inference  QA  PDF
• 2021-04-16 VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks    Hung Le, Nancy F. Chen, Steven C.H. Hoi arXiv_AI arXiv_AI  Pose  Action  VQA  QA  PDF
• 2021-04-14 Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention    Leon Bergen, Dzmitry Bahdanau, Timothy J. O'Donnell arXiv_CL arXiv_CL  VQA  Attention  PDF
• 2021-04-13 Neuro-Symbolic VQA: A review from the perspective of AGI desiderata    Ian Berlot-Attwell arXiv_CV arXiv_CV  Review  VQA  QA  PDF
• 2021-04-13 CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images    Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV  Pose  Action  VQA  Language_Model  QA  PDF
• 2021-04-13 Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation    Jae Won Cho, Dong-Jin Kim, Jinsoo Choi, Yunjae Jung, In So Kweon arXiv_CV arXiv_CV  Knowledge  VQA  Prediction  QA  PDF
• 2021-04-08 How Transferable are Reasoning Patterns in VQA?    Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2021-04-07 Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering    Corentin Dancette, Remi Cadene, Damien Teney, Matthieu Cord arXiv_AI arXiv_AI  Face  VQA  QA  PDF
• 2021-04-07 Multimodal Continuous Visual Attention Mechanisms    António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2021-04-05 Compressing Visual-linguistic Model via Knowledge Distillation    Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu arXiv_AI arXiv_AI  Image_Caption  Transformer  Knowledge  Pose  Detection  VQA  Object_Detection  Attention  Caption  QA  PDF
• 2021-04-03 MMBERT: Multimodal BERT Pretraining for Improved Medical VQA    Yash Khare, Viraj Bagal, Minesh Mathew, Adithi Devi, U Deva Priyakumar, CV Jawahar arXiv_CV arXiv_CV  Transformer  Bert  Self-Supervised  Pose  VQA  Attention  Medical  Caption  Language_Model  QA  PDF
• 2021-04-02 VisQA: X-raying Vision and Language Reasoning in Transformers    Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf arXiv_CV arXiv_CV  Transformer  Pose  Deep_Learning  VQA  Attention  Prediction  QA  PDF
• 2021-04-01 UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training    Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  VQA  Caption  Language_Model  Matching  PDF
• 2021-04-01 An Investigation of Critical Issues in Bias Mitigation Techniques    Robik Shrestha, Kushal Kafle, Christopher Kanan arXiv_AI arXiv_AI  Knowledge  Deep_Learning  VQA  QA  PDF
• 2021-03-31 Analysis on Image Set Visual Question Answering    Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal arXiv_CV arXiv_CV  Bert  Regularization  Adversarial  VQA  QA  PDF
• 2021-03-31 Classically optimal variational quantum algorithms    Jonathan Wurtz, Peter Love arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2021-03-29 Domain-robust VQA with diverse datasets and methods but no target labels    Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa arXiv_CV arXiv_CV  Transformer  Unsupervised  Recognition  Optimization  Classification  VQA  QA  PDF
• 2021-03-29 Variational quantum algorithms to estimate rank, quantum entropies, fidelity and Fisher information via purity minimization    Kok Chuan Tan, Tyler Volkoff arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2021-03-29 Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers    Hila Chefer, Shir Gur, Lior Wolf arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Detection  VQA  Object_Detection  Attention  Prediction  PDF
• 2021-03-28 Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning    Andrea Skolik, Sofiene Jerbi, Vedran Dunjko arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  Optimization  VQA  QA  PDF
• 2021-03-28 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering Tasks    Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral arXiv_CL arXiv_CL  Pose  VQA  Language_Model  QA  PDF
• 2021-03-28 Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model    Saad Yalouz, Bruno Senjean, Vedran Dunjko arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-03-26 Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness    Arijit Ray, Michael Cogswell, Xiao Lin, Kamran Alipour, Ajay Divakaran, Yi Yao, Giedrius Burachas arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2021-03-26 On the hidden treasure of dialog in video question answering    Deniz Engin, Yannis Avrithis, Ngoc Q. K. Duong, François Schnitzler arXiv_CV arXiv_CV  Transformer  Video_Caption  Knowledge  VQA  Attention  Summarization  QA  PDF
• 2021-03-25 Visual Grounding Strategies for Text-Only Natural Language Pr