VQA

VQA

• 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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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  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
• 2021-05-05 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 Processing    Damien Sileo arXiv_CL arXiv_CL  Bert  Image_Retrieval  Pose  Classification  VQA  Language_Model  PDF
• 2021-03-24 Structured Co-reference Graph Attention for Video-grounded Dialogue    Junyeong Kim, Sunjae Yoon, Dahyun Kim, Chang D. Yoo arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2021-03-23 Multi-Modal Answer Validation for Knowledge-Based VQA    Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi arXiv_CV arXiv_CV  Knowledge  Pose  VQA  QA  PDF
• 2021-03-22 How to Design Sample and Computationally Efficient VQA Models    Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-03-17 Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA    Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz, Michael Elhadad arXiv_CV arXiv_CV  Image_Caption  Relation  VQA  QA  PDF
• 2021-03-17 Scene Graphs: A Survey of Generations and Applications    Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann arXiv_CV arXiv_CV  Image_Caption  Knowledge  Survey  Detection  Relation  VQA  Attention  Visual_Relation  Caption  QA  PDF
• 2021-03-16 Variational Quantum Algorithms for Euclidean Discrepancy and Covariate-Balancing    Jiří Lebl, Asif Shakeel arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2021-03-13 VMAF And Variants: Towards A Unified VQA    Pankaj Topiwala, Wei Dai, Jiangfeng Pian arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-03-11 Neural Predictor based Quantum Architecture Search    Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang, Hong Yao arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  VQA  QA  PDF
• 2021-03-10 RL-CSDia: Representation Learning of Computer Science Diagrams    Shaowei Wang, LingLing Zhang, Xuan Luo, Yi Yang, Xin Hu, Jun Liu arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Classification  Relation  VQA  PDF
• 2021-03-09 Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering    Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti arXiv_CV arXiv_CV  OCR  Knowledge  Knowledge_Graph  Action  Quantitative  VQA  QA  PDF
• 2021-03-06 Contextual Dropout: An Efficient Sample-Dependent Dropout Module    Xinjie Fan, Shujian Zhang, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou arXiv_CV arXiv_CV  Pose  Classification  VQA  Image_Classification  Prediction  QA  PDF
• 2021-03-04 Visual Question Answering: which investigated applications?    Silvio Barra, Carmen Bisogni, Maria De Marsico, Stefano Ricciardi arXiv_CV arXiv_CV  Image_Caption  Pose  Survey  VQA  Summarization  Caption  QA  PDF
• 2021-03-03 Weakly-Supervised Open-Retrieval Conversational Question Answering    Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer arXiv_CL arXiv_CL  VQA  QA  PDF
• 2021-03-01 Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues    Hung Le, Nancy F. Chen, Steven C.H. Hoi arXiv_AI arXiv_AI  Pose  VQA  Prediction  PDF
• 2021-02-21 Learning Compositional Representation for Few-shot Visual Question Answering    Dalu Guo, Dacheng Tao arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Few-Shot  GAN  QA  PDF
• 2021-02-18 Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer    Rafał Powalski, Łukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michał Pietruszka, Gabriela Pałka arXiv_CL arXiv_CL  Transformer  VQA  Attention  QA  PDF
• 2021-02-18 SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering    Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu arXiv_AI arXiv_AI  Knowledge  VQA  Medical  QA  PDF
• 2021-02-17 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts    Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut arXiv_CV arXiv_CV  Image_Caption  Recognition  Quantitative  VQA  Caption  PDF
• 2021-02-17 Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks    Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang arXiv_CV arXiv_CV  Review  Adversarial  Deep_Learning  VQA  GAN  PDF
• 2021-02-04 Unifying Vision-and-Language Tasks via Text Generation    Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal arXiv_AI arXiv_AI  Image_Caption  Pose  VQA  Text_Generation  Caption  Language_Model  PDF
• 2021-02-03 Answer Questions with Right Image Regions: A Visual Attention Regularization Approach    Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie arXiv_CV arXiv_CV  Regularization  Pose  VQA  Attention  Prediction  QA  PDF
• 2021-01-31 An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games    Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-01-30 A Quantum Interpretation of Bunched Logic for Quantum Separation Logic    Li Zhou, Gilles Barthe, Justin Hsu, Mingsheng Ying, Nengkun Yu arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-01-27 VisualMRC: Machine Reading Comprehension on Document Images    Ryota Tanaka, Kyosuke Nishida, Sen Yoshida arXiv_CV arXiv_CV  VQA  QA  PDF
• 2021-01-25 Unanswerable Questions about Images and Texts    Ernest Davis arXiv_AI arXiv_AI  VQA  QA  PDF
• 2021-01-22 Visual Question Answering based on Local-Scene-Aware Referring Expression Generation    Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu, Hong-Gyu Jung, Seong-Whan Lee arXiv_CV arXiv_CV  Embedding  Pose  Quantitative  Relation  VQA  Attention  Prediction  QA  PDF
• 2021-01-18 Training variational quantum algorithms is NP-hard -- even for logarithmically many qubits and free fermionic systems    Lennart Bittel, Martin Kliesch arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2021-01-17 Understanding in Artificial Intelligence    Stefan Maetschke, David Martinez Iraola, Pieter Barnard, Elaheh ShafieiBavani, Peter Zhong, Ying Xu, Antonio Jimeno Yepes arXiv_AI arXiv_AI  Review  Deep_Learning  VQA  PDF
• 2021-01-16 Latent Variable Models for Visual Question Answering    Zixu Wang, Yishu Miao, Lucia Specia arXiv_AI arXiv_AI  Pose  VQA  Attention  Caption  Inference  QA  PDF
• 2021-01-15 Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge    Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Pose  Relation  VQA  Language_Model  QA  Matching  PDF
• 2021-01-15 Recent Advances in Video Question Answering: A Review of Datasets and Methods    Devshree Patel, Ratnam Parikh, Yesha Shastri arXiv_CV arXiv_CV  Video_Caption  Knowledge  Review  Survey  VQA  Caption  QA  PDF
• 2021-01-14 Understanding the Role of Scene Graphs in Visual Question Answering    Vinay Damodaran, Sharanya Chakravarthy, Akshay Kumar, Anjana Umapathy, Teruko Mitamura, Yuta Nakashima, Noa Garcia, Chenhui Chu arXiv_CV arXiv_CV  Image_Caption  Pose  Face  VQA  QA  PDF
• 2021-01-12 Predicting Relative Depth between Objects from Semantic Features    Stefan Cassar, Adrian Muscat, Dylan Seychell arXiv_AI arXiv_AI  Recognition  3D  Classification  Detection  Relation  VQA  Visual_Relation  PDF
• 2021-01-05 End-to-End Video Question-Answer Generation with Generator-Pretester Network    Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu arXiv_CV arXiv_CV  Transfer_Learning  Pose  VQA  Caption  QA  PDF
• 2020-12-31 Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings    Kiran Ramnath, Mark Hasegawa-Johnson arXiv_CL arXiv_CL  Image_Caption  Embedding  Knowledge  Knowledge_Graph  Pose  VQA  Attention  Inference  QA  PDF
• 2020-12-29 Detecting Hate Speech in Multi-modal Memes    Abhishek Das, Japsimar Singh Wahi, Siyao Li arXiv_CV arXiv_CV  Image_Caption  Speech  Pose  Face  Classification  Detection  Sentiment  VQA  Object_Detection  Caption  Prediction  PDF
• 2020-12-29 LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding    Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou arXiv_CL arXiv_CL  Transformer  Action  Relation  VQA  Attention  Language_Model  QA  Matching  PDF
• 2020-12-21 Object-Centric Diagnosis of Visual Reasoning    Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan arXiv_AI arXiv_AI  Image_Caption  Relation  VQA  Attention  QA  PDF
• 2020-12-21 Learning content and context with language bias for Visual Question Answering    Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-12-20 KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA    Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach arXiv_CV arXiv_CV  Transformer  Embedding  Unsupervised  Knowledge  Knowledge_Graph  VQA  Prediction  QA  PDF
• 2020-12-18 Trying Bilinear Pooling in Video-QA    Thomas Winterbottom, Sarah Xiao, Alistair McLean, Noura Al Moubayed arXiv_CV arXiv_CV  Pose  Action  VQA  Attention  QA  PDF
• 2020-12-18 On Modality Bias in the TVQA Dataset    Thomas Winterbottom, Sarah Xiao, Alistair McLean, Noura Al Moubayed arXiv_AI arXiv_AI  Embedding  Bert  Pose  VQA  QA  PDF
• 2020-12-17 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering    Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  VQA  QA  PDF
• 2020-12-16 Variational Quantum Algorithms    M. Cerezo, Andrew Arrasmith, Ryan Babbush, Simon C. Benjamin, Suguru Endo, Keisuke Fujii, Jarrod R. McClean, Kosuke Mitarai, Xiao Yuan, Lukasz Cincio, Patrick J. Coles arXiv_CV arXiv_CV  Review  Pose  VQA  QA  PDF
• 2020-12-14 Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding    Qingxing Cao, Bailin Li, Xiaodan Liang, Keze Wang, Liang Lin arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Relation  VQA  QA  PDF
• 2020-12-13 Variational Quantum algorithm for Poisson equation    Hailing Liu, Yusen Wu, Linchun Wan, Shijie Pan, Sujuan Qin, Fei Gao, Qiaoyan Wen arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-12-09 Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps    Qi Zhu, Chenyu Gao, Peng Wang, Qi Wu arXiv_CV arXiv_CV  Image_Caption  Transformer  Recognition  OCR  Optical_Character  VQA  Attention  Caption  QA  PDF
• 2020-12-08 TAP: Text-Aware Pre-training for Text-VQA and Text-Caption    Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo arXiv_CV arXiv_CV  Image_Caption  OCR  Represenation_Learning  Pose  Scene_Text  Relation  VQA  Caption  Language_Model  Prediction  QA  Matching  PDF
• 2020-12-08 Study on the Assessment of the Quality of Experience of Streaming Video    Aleksandr Ivchenko, Pavel Kononyuk, Alexander Dvorkovich, Liubov Antiufrieva arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2020-12-08 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions    Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret arXiv_AI arXiv_AI  Action  Deep_Learning  VQA  PDF
• 2020-12-05 FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding    Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar, Debvrat Varshney, Masoud Yari, Robin Murphy arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  VQA  Object_Detection  Image_Classification  PDF
• 2020-12-04 Self-Supervised VQA: Answering Visual Questions using Images and Captions    Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  VQA  Object_Detection  Caption  QA  PDF
• 2020-12-04 Understanding Guided Image Captioning Performance across Domains    Edwin G. Ng, Bo Pang, Piyush Sharma, Radu Soricut arXiv_CV arXiv_CV  Image_Caption  Transformer  VQA  Caption  QA  PDF
• 2020-12-01 Open-Ended Multi-Modal Relational Reason for Video Question Answering    Haozheng Luo, Ruiyang Qin arXiv_AI arXiv_AI  Action  Relation  VQA  QA  PDF
• 2020-12-01 Just Ask: Learning to Answer Questions from Millions of Narrated Videos    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Pose  VQA  Activity  QA  PDF
• 2020-11-27 Point and Ask: Incorporating Pointing into Visual Question Answering    Arjun Mani, Will Hinthorn, Nobline Yoo, Olga Russakovsky arXiv_CV arXiv_CV  Recognition  Gesture  VQA  QA  PDF
• 2020-11-27 Patch-VQ: 'Patching Up' the Video Quality Problem    Zhenqiang Ying (1), Maniratnam Mandal (1), Deepti Ghadiyaram (2), Alan Bovik (1) ((1) University of Texas at Austin, (2) Facebook AI) arXiv_CV arXiv_CV  Review  VQA  Prediction  QA  PDF
• 2020-11-26 Learning from Lexical Perturbations for Consistent Visual Question Answering    Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV  Regularization  Pose  VQA  QA  PDF
• 2020-11-26 Transformation Driven Visual Reasoning    Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng arXiv_AI arXiv_AI  Pose  Relation  VQA  QA  PDF
• 2020-11-23 Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention    Varnith Chordia, Vijay Kumar BG arXiv_AI arXiv_AI  Transformer  Embedding  Classification  Relation  VQA  Attention  QA  Recommendation  PDF
• 2020-11-23 Siamese Tracking with Lingual Object Constraints    Maximilian Filtenborg, Efstratios Gavves, Deepak Gupta arXiv_CV arXiv_CV  Surveillance  Tracking  Object_Tracking  Pose  VQA  Summarization  PDF
• 2020-11-21 LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering    Weixin Liang, Feiyang Niu, Aishwarya Reganti, Govind Thattai, Gokhan Tur arXiv_AI arXiv_AI  Pose  Quantitative  Relation  VQA  Prediction  QA  PDF
• 2020-11-19 Logically Consistent Loss for Visual Question Answering    Anh-Cat Le-Ngo, Truyen Tran, Santu Rana, Sunil Gupta, Svetha Venkatesh arXiv_AI arXiv_AI  Knowledge  Pose  VQA  GAN  QA  PDF
• 2020-11-17 Generating Natural Questions from Images for Multimodal Assistants    Alkesh Patel, Akanksha Bindal, Hadas Kotek, Christopher Klein, Jason Williams arXiv_AI arXiv_AI  Knowledge  VQA  QA  PDF
• 2020-11-16 iPerceive: Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering    Aman Chadha, Gurneet Arora, Navpreet Kaloty arXiv_AI arXiv_AI  Recognition  Video_Caption  Knowledge  Speech  Pose  Relation  VQA  Attention  Caption  Activity  QA  PDF
• 2020-11-11 End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks    Alice Xue arXiv_CV arXiv_CV  Sketch  Adversarial  Pose  VQA  GAN  PDF
• 2020-11-09 CapWAP: Captioning with a Purpose    Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay arXiv_CV arXiv_CV  Image_Caption  Reinforcement_Learning  Pose  VQA  Caption  Inference  QA  PDF
• 2020-11-09 Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training    Dingquan Li, Tingting Jiang, Ming Jiang arXiv_CV arXiv_CV  Pose  Face  VQA  QA  PDF
• 2020-11-07 Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles    Christopher Clark, Mark Yatskar, Luke Zettlemoyer arXiv_CV arXiv_CV  Recognition  Pose  Relation  VQA  PDF
• 2020-11-06 Disentangling 3D Prototypical Networks For Few-Shot Concept Learning    Mihir Prabhudesai, Shamit Lal, Darshan Patil, Hsiao-Yu Tung, Adam W Harley, Katerina Fragkiadaki arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Classification  Detection  Relation  VQA  Few-Shot  Object_Detection  PDF
• 2020-11-04 An Improved Attention for Visual Question Answering    Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  QA  PDF
• 2020-11-02 Reasoning Over History: Context Aware Visual Dialog    Muhammad A. Shah, Shikib Mehri, Tejas Srinivasan arXiv_CL arXiv_CL  Pose  VQA  Attention  QA  PDF
• 2020-10-30 Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View    Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Face  Classification  VQA  Face_Recognition  Image_Classification  Prediction  QA  PDF
• 2020-10-28 Leveraging Visual Question Answering to Improve Text-to-Image Synthesis    Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Image_Generation  Pose  Face  VQA  QA  PDF
• 2020-10-27 MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering    Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah arXiv_CV arXiv_CV  Transformer  Bert  Knowledge  Pose  VQA  QA  PDF
• 2020-10-26 ST-GREED: Space-Time Generalized Entropic Differences for Frame Rate Dependent Video Quality Prediction    Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  VQA  Prediction  QA  PDF
• 2020-10-24 RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering    Zan-Xia Jin, Heran Wu, Chun Yang, Fang Zhou, Jingyan Qin, Lei Xiao, Xu-Cheng Yin arXiv_AI arXiv_AI  Recognition  OCR  Optical_Character  Pose  Relation  VQA  QA  Matching  PDF
• 2020-10-24 Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions    Radhika Dua, Sai Srinivas Kancheti, Vineeth N Balasubramanian arXiv_AI arXiv_AI  Pose  Quantitative  Classification  VQA  QA  PDF
• 2020-10-21 Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies    Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan arXiv_CV arXiv_CV  Regularization  Pose  Classification  VQA  QA  PDF
• 2020-10-20 SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency    Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju arXiv_AI arXiv_AI  Pose  VQA  QA  PDF
• 2020-10-18 Hierarchical Conditional Relation Networks for Multimodal Video Question Answering    Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran arXiv_AI arXiv_AI  Pose  Relation  VQA  QA  PDF
• 2020-10-17 Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering    Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang arXiv_CV arXiv_CV  Image_Caption  Bert  Pose  Relation  VQA  Attention  QA  PDF
• 2020-10-16 Measurement Error Mitigation for Variational Quantum Algorithms    George S. Barron, Christopher J. Wood arXiv_CV arXiv_CV  Relation  VQA  QA  PDF
• 2020-10-16 New Ideas and Trends in Deep Multimodal Content Understanding: A Review    Wei Chen, Weiping Wang, Li Liu, Michael S. Lew arXiv_CV arXiv_CV  Image_Caption  Embedding  Review  Adversarial  Survey  Deep_Learning  VQA  Caption  PDF
• 2020-10-15 Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs    Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi arXiv_CV arXiv_CV  Image_Caption  Transformer  Recognition  VQA  Attention  Language_Model  PDF
• 2020-10-13 Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!    Jack Hessel, Lillian Lee arXiv_CV arXiv_CV  Text_Classification  Pose  Action  Classification  VQA  Prediction  PDF
• 2020-10-13 Contrast and Classify: Alternate Training for Robust VQA    Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Classification  VQA  QA  PDF
• 2020-10-10 Interpretable Neural Computation for Real-World Compositional Visual Question Answering    Ruixue Tang, Chao Ma arXiv_CV arXiv_CV  VQA  Attention  QA  PDF
• 2020-10-08 Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset    Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda arXiv_CV arXiv_CV  VQA  QA  PDF
• 2020-10-06 Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering    Wei Han, Hantao Huang, Tao Han arXiv_CV arXiv_CV  Recognition  OCR  Optical_Character  Pose  VQA  Prediction  QA  PDF
• 2020-10-06 Pathological Visual Question Answering    Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  VQA  Medical  QA  PDF
• 2020-10-05 Attention Guided Semantic Relationship Parsing for Visual Question Answering    Moshiur Farazi, Salman Khan, Nick Barnes arXiv_AI arXiv_AI  Pose  Action  Relation  VQA  Attention  QA  PDF
• 2020-10-02 CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns    Leonardo Anjoletto Ferreira, Douglas De Rizzo Meneghetti, Paulo Eduardo Santos arXiv_CV arXiv_CV  Image_Caption  Pose  Deep_Learning  Detection  VQA  Object_Detection  Caption  PDF
• 2020-10-01 ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention    Jose Manuel Gomez-Perez, Raul Ortega arXiv_AI arXiv_AI  Transformer  Relation  VQA  Attention  Language_Model  QA  PDF
• 2020-09-30 Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network    Yuxuan Wu, Hideki Nakayama arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  VQA  QA  PDF
• 2020-09-29 Spatial Attention as an Interface for Image Captioning Models    Philipp Sadler arXiv_CV arXiv_CV  Image_Caption  Face  Action  Deep_Learning  VQA  Attention  Caption  PDF
• 2020-09-27 Hierarchical Deep Multi-modal Network for Medical Visual Question Answering    Deepak Gupta, Swati Suman, Asif Ekbal arXiv_CV arXiv_CV  Pose  Quantitative  VQA  Medical  Prediction  QA  PDF
• 2020-09-23 X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers    Jaemin Cho, Jiasen Lu, Dustin Schwenk, Hannaneh Hajishirzi, Aniruddha Kembhavi arXiv_AI arXiv_AI  Image_Caption  Transformer  Bert  VQA  Caption  Language_Model  PDF
• 2020-09-23 Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering    Tuong Do, Binh X. Nguyen, Huy Tran, Erman Tjiputra, Quang D. Tran, Thanh-Toan Do arXiv_CV arXiv_CV  Knowledge  Pose  Action  VQA  QA  PDF
• 2020-09-21 Regularizing Attention Networks for Anomaly Detection in Visual Question Answering    Doyup Lee, Yeongjae Cheon, Wook-Shin Han arXiv_CV arXiv_CV  Regularization  Pose  Detection  VQA  Attention  QA  PDF
• 2020-09-18 MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering    Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  QA  PDF
• 2020-09-17 A Multimodal Memes Classification: A Survey and Open Research Issues    Tariq Habib Afridi, Aftab Alam, Muhammad Numan Khan, Jawad Khan, Young-Koo Lee arXiv_AI arXiv_AI  Image_Caption  Bert  Knowledge  Pose  Survey  Classification  VQA  Attention  Caption  QA  PDF
• 2020-09-17 Self-supervised pre-training and contrastive representation learning for multiple-choice video QA    Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak arXiv_CL arXiv_CL  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  VQA  Attention  QA  PDF
• 2020-09-14 From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms    Alicia B. Magann, Christian Arenz, Matthew D. Grace, Tak-San Ho, Robert L. Kosut, Jarrod R. McClean, Herschel A. Rabitz, Mohan Sarovar arXiv_CV arXiv_CV  Optimization  Pose  Action  VQA  QA  PDF
• 2020-09-07 Deep Local and Global Spatiotemporal Feature Aggregation for Blind Video Quality Assessment    Wei Zhou, Zhibo Chen arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  CNN  QA  PDF
• 2020-09-03 A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports    Yikuan Li, Hanyin Wang, Yuan Luo arXiv_CV arXiv_CV  Embedding  Bert  Represenation_Learning  RNN  Classification  VQA  Attention  Medical  Language_Model  PDF
• 2020-08-31 Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering    Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  VQA  QA  PDF
• 2020-08-28 A Dataset and Baselines for Visual Question Answering on Art    Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura arXiv_CV arXiv_CV  Knowledge  VQA  QA  PDF
• 2020-08-27 Visual Question Answering on Image Sets    Ankan Bansal, Yuting Zhang, Rama Chellappa arXiv_CV arXiv_CV  Relation  VQA  QA  PDF
• 2020-08-22 Data augmentation techniques for the Video Question Answering task    Alex Falcon, Oswald Lanz, Giuseppe Serra arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2020-08-20 Document Visual Question Answering Challenge 2020    Minesh Mathew, Ruben Tito, Dimosthenis Karatzas, R. Manmatha, C.V. Jawahar arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  GAN  PDF
• 2020-08-18 Linguistically-aware Attention for Reducing the Semantic-Gap in Vision-Language Tasks    Gouthaman KV, Athira Nambiar, Kancheti Sai Srinivas, Anurag Mittal arXiv_CV arXiv_CV  Image_Caption  Pose  Detection  Relation  VQA  Object_Detection  Attention  Caption  Language_Model  QA  PDF
• 2020-08-16 DeVLBert: Learning Deconfounded Visio-Linguistic Representations    Shengyu Zhang, Tan Jiang, Tan Wang, Kun Kuang, Zhou Zhao, Jianke Zhu, Jin Yu, Hongxia Yang, Fei Wu arXiv_CV arXiv_CV  Bert  Zero-Shot  Image_Retrieval  Pose  Quantitative  Relation  VQA  PDF
• 2020-08-15 Graph Edit Distance Reward: Learning to Edit Scene Graph    Lichang Chen, Guosheng Lin, Shijie Wang, Qingyao Wu arXiv_CV arXiv_CV  Image_Retrieval  Pose  VQA  QA  Matching  PDF
• 2020-08-08 Assisting Scene Graph Generation with Self-Supervision    Sandeep Inuganti, Vineeth N Balasubramanian arXiv_CV arXiv_CV  Image_Caption  Pose  Action  Detection  Relation  VQA  Object_Detection  Caption  PDF
• 2020-08-03 Quantum-optimal-control-inspired ansatz for variational quantum algorithms    Alexandre Choquette, Agustin Di Paolo, Panagiotis Kl. Barkoutsos, David Sénéchal, Ivano Tavernelli, Alexandre Blais arXiv_CV arXiv_CV  VQA  QA  PDF
• 2020-07-31 No-Reference Video Quality Assessment Using Space-Time Chips    Joshua P. Ebenezer, Zaixi Shang, Yongjun Wu, Hai Wei, Alan C. Bovik arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2020-07-28 Noise-Induced Barren Plateaus in Variational Quantum Algorithms    Samson Wang, Enrico Fontana, M. Cerezo, Kunal Sharma, Akira Sone, Lukasz Cincio, Patrick J. Coles arXiv_CV arXiv_CV  VQA  QA  PDF
• 2020-07-27 REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering    Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon arXiv_AI arXiv_AI  Pose  Action  Quantitative  Relation  VQA  Attention  QA  PDF
• 2020-07-26 Contrastive Visual-Linguistic Pretraining    Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su arXiv_CV arXiv_CV  Bert  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  VQA  QA  PDF
• 2020-07-24 Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data    Michael Cogswell, Jiasen Lu, Rishabh Jain, Stefan Lee, Devi Parikh, Dhruv Batra arXiv_AI arXiv_AI  VQA  QA  PDF
• 2020-07-23 Spatially Aware Multimodal Transformers for TextVQA    Yash Kant, Dhruv Batra, Peter Anderson, Alex Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal arXiv_CV arXiv_CV  Transformer  OCR  Pose  Relation  VQA  Attention  QA  PDF
• 2020-07-19 Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering    Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang arXiv_CV arXiv_CV  Adversarial  VQA  QA  PDF
• 2020-07-17 Learning to Discretely Compose Reasoning Module Networks for Video Captioning    Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha arXiv_CV arXiv_CV  Video_Caption  Pose  VQA  Caption  PDF
• 2020-07-17 Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions    Noa Garcia, Yuta Nakashima arXiv_CV arXiv_CV  Transformer  Unsupervised  Weakly_Supervised  Knowledge  Action  VQA  QA  PDF
• 2020-07-13 Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder    Gouthaman KV, Anurag Mittal arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-07-12 Applying recent advances in Visual Question Answering to Record Linkage    Marko Smilevski arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  VQA  Attention  CNN  Matching  PDF
• 2020-07-10 Image Captioning with Compositional Neural Module Networks    Junjiao Tian, Jean Oh arXiv_CV arXiv_CV  Image_Caption  Pose  VQA  Caption  PDF
• 2020-07-08 IQ-VQA: Intelligent Visual Question Answering    Vatsal Goel, Mohit Chandak, Ashish Anand, Prithwijit Guha arXiv_CV arXiv_CV  Pose  Quantitative  VQA  Attention  QA  PDF
• 2020-07-04 Modality Shifting Attention Network for Multi-modal Video Question Answering    Junyeong Kim, Minuk Ma, Trung Pham, Kyungsu Kim, Chang D. Yoo arXiv_CV arXiv_CV  Pose  VQA  Attention  Prediction  QA  PDF
• 2020-07-03 Eliminating Catastrophic Interference with Biased Competition    Amelia Elizabeth Pollard, Jonathan L. Shapiro arXiv_CV arXiv_CV  Pose  Action  VQA  Attention  QA  PDF
• 2020-07-03 Visual Question Answering as a Multi-Task Problem    Amelia Elizabeth Pollard, Jonathan L. Shapiro arXiv_AI arXiv_AI  VQA  QA  PDF
• 2020-07-02 Scene Graph Reasoning for Visual Question Answering    Marcel Hildebrandt, Hang Li, Rajat Koner, Volker Tresp, Stephan Günnemann arXiv_CV arXiv_CV  Pose  Relation  VQA  Autonomous  QA  PDF
• 2020-07-02 The Impact of Explanations on AI Competency Prediction in VQA    Kamran Alipour, Arijit Ray, Xiao Lin, Jurgen P. Schulze, Yi Yao, Giedrius T. Burachas arXiv_AI arXiv_AI  Bert  Pose  Relation  VQA  Language_Model  Prediction  QA  PDF
• 2020-07-01 DocVQA: A Dataset for VQA on Document Images    Minesh Mathew, Dimosthenis Karatzas, R. Manmatha, C.V. Jawahar arXiv_CV arXiv_CV  VQA  QA  PDF
• 2020-06-30 Ontology-guided Semantic Composition for Zero-Shot Learning    Jiaoyan Chen, Freddy Lecue, Yuxia Geng, Jeff Z. Pan, Huajun Chen arXiv_AI arXiv_AI  Embedding  Zero-Shot  Pose  Ontology  Classification  Relation  VQA  Image_Classification  PDF
• 2020-06-28 Improving VQA and its Explanations by Comparing Competing Explanations    Jialin Wu, Liyan Chen, Raymond J. Mooney arXiv_CV arXiv_CV  Knowledge  VQA  QA  PDF
• 2020-06-26 Graph Optimal Transport for Cross-Domain Alignment    Liqun Chen, Zhe Gan, Yu Cheng, Linjie Li, Lawrence Carin, Jingjing Liu arXiv_CV arXiv_CV  Image_Caption  Sparse  Pose  VQA  Attention  Summarization  Caption  Matching  PDF
• 2020-06-25 Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering    Chiranjib Sur arXiv_CV arXiv_CV  Transformer  Enhancement  VQA  Attention  QA  PDF
• 2020-06-20 Neuro-Symbolic Visual Reasoning: Disentangling 'Visual' from 'Reasoning'    Saeed Amizadeh, Hamid Palangi, Oleksandr Polozov, Yichen Huang, Kazuhito Koishida arXiv_AI arXiv_AI  Represenation_Learning  Pose  VQA  QA  PDF
• 2020-06-16 Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based VisualQuestion Answering    Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu arXiv_AI arXiv_AI  Knowledge  Pose  VQA  CNN  QA  PDF
• 2020-06-15 ORD: Object Relationship Discovery for Visual Dialogue Generation    Ziwei Wang, Zi Huang, Yadan Luo, Huimin Lu arXiv_CV arXiv_CV  Image_Caption  Embedding  Pose  Action  Relation  VQA  Attention  Visual_Relation  Caption  CNN  PDF
• 2020-06-12 Sparse and Continuous Attention Mechanisms    André F. T. Martins, Marcos Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar arXiv_CV arXiv_CV  Text_Classification  Sparse  Classification  VQA  Attention  PDF
• 2020-06-12 Video Understanding as Machine Translation    Bruno Korbar, Fabio Petroni, Rohit Girdhar, Lorenzo Torresani arXiv_CV arXiv_CV  Video_Caption  Speech  Self-Supervised  Pose  Classification  VQA  Caption  QA  Video_Classification  PDF
• 2020-06-11 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning    Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Sparse  Pose  VQA  PDF
• 2020-06-11 Exploring Weaknesses of VQA Models through Attribution Driven Insights    Shaunak Halbe arXiv_CV arXiv_CV  Adversarial  VQA  Prediction  QA  PDF
• 2020-06-11 Large-Scale Adversarial Training for Vision-and-Language Representation Learning    Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Adversarial  Pose  VQA  PDF
• 2020-06-10 Estimating semantic structure for the VQA answer space    Corentin Kervadec (imagine), Grigory Antipov, Moez Baccouche, Christian Wolf (imagine) arXiv_CV arXiv_CV  Pose  Classification  VQA  QA  PDF
• 2020-06-09 Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To?    Corentin Kervadec (LIRIS), Grigory Antipov, Moez Baccouche (imagine), Christian Wolf (imagine) arXiv_CV arXiv_CV  VQA  GAN  Prediction  QA  PDF
• 2020-06-08 Counterfactual VQA: A Cause-Effect Look at Language Bias    Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Inference  QA  PDF
• 2020-06-01 Multimodal grid features and cell pointers for Scene Text Visual Question Answering    Lluís Gómez, Ali Furkan Biten, Rubèn Tito, Andrés Mafla, Dimosthenis Karatzas arXiv_CV arXiv_CV  Pose  Scene_Text  VQA  Attention  QA  PDF
• 2020-06-01 Structured Multimodal Attentions for TextVQA    Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu arXiv_CV arXiv_CV  Recognition  OCR  Optical_Character  Pose  Relation  VQA  Attention  QA  PDF
• 2020-05-29 UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content    Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Deep_Learning  VQA  Prediction  QA  PDF
• 2020-05-22 Open-Retrieval Conversational Question Answering    Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer arXiv_CL arXiv_CL  Transformer  Regularization  VQA  QA  PDF
• 2020-05-21 Fluent Response Generation for Conversational Question Answering    Ashutosh Baheti, Alan Ritter, Kevin Small arXiv_CL arXiv_CL  Bert  Pose  Action  VQA  QA  PDF
• 2020-05-19 On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law    Damien Teney, Kushal Kafle, Robik Shrestha, Ehsan Abbasnejad, Christopher Kanan, Anton van den Hengel arXiv_CV arXiv_CV  Knowledge  VQA  QA  PDF
• 2020-05-18 User-generated Video Quality Assessment: A Subjective and Objective Study    Yang Li, Shengbin Meng, Xinfeng Zhang, Shiqi Wang, Yue Wang, Siwei Ma arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2020-05-16 Visual Relationship Detection using Scene Graphs: A Survey    Aniket Agarwal, Ayush Mangal, Vipul arXiv_CV arXiv_CV  Image_Caption  Segmentation  Recognition  Image_Retrieval  Survey  Deep_Learning  Detection  Relation  VQA  Visual_Relation  Caption  PDF
• 2020-05-15 C3VQG: Category Consistent Cyclic Visual Question Generation    Shagun Uppal, Anish Madan, Sarthak Bhagat, Yi Yu, Rajiv Ratn Shah arXiv_CV arXiv_CV  Pose  Quantitative  VQA  Inference  Prediction  PDF
• 2020-05-13 Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA    Hyounghun Kim, Zineng Tang, Mohit Bansal arXiv_CV arXiv_CV  Image_Caption  Salient  Pose  Action  Classification  Relation  VQA  Attention  Caption  QA  Matching  PDF
• 2020-05-12 Cross-Modality Relevance for Reasoning on Language and Vision    Chen Zheng, Quan Guo, Parisa Kordjamshidi arXiv_CL arXiv_CL  Pose  Relation  VQA  QA  PDF
• 2020-05-09 Character Matters: Video Story Understanding with Character-Aware Relations    Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo arXiv_CV arXiv_CV  Transformer  Pose  Face  Relation  VQA  QA  Matching  PDF
• 2020-05-07 COBRA: Contrastive Bi-Modal Representation Algorithm    Vishaal Udandarao, Abhishek Maiti, Deepak Srivatsav, Suryatej Reddy Vyalla, Yifang Yin, Rajiv Ratn Shah arXiv_CV arXiv_CV  Image_Caption  Embedding  Relation  VQA  Caption  PDF
• 2020-05-04 Visual Question Answering with Prior Class Semantics    Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel arXiv_CV arXiv_CV  Embedding  Knowledge  Relation  VQA  Prediction  QA  PDF
• 2020-05-01 Diverse Visuo-Lingustic Question Answering Challenge    Shailaja Sampat, Yezhou Yang, Chitta Baral arXiv_AI arXiv_AI  Deep_Learning  VQA  Inference  QA  PDF
• 2020-04-30 Dynamic Language Binding in Relational Visual Reasoning    Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  Attention  QA  PDF
• 2020-04-29 Pragmatic Issue-Sensitive Image Captioning    Allen Nie, Reuben Cohn-Gordon, Christopher Potts arXiv_CV arXiv_CV  Image_Caption  Speech  Pose  VQA  Caption  PDF
• 2020-04-27 A Novel Attention-based Aggregation Function to Combine Vision and Language    Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara arXiv_CV arXiv_CV  Image_Caption  Pose  Classification  VQA  Attention  Caption  QA  Matching  PDF
• 2020-04-25 Deep Multimodal Neural Architecture Search    Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian arXiv_CV arXiv_CV  NAS  VQA  Matching  PDF
• 2020-04-24 Revisiting Modulated Convolutions for Visual Counting and Beyond    Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen arXiv_CV arXiv_CV  Pose  VQA  CNN  Inference  QA  PDF
• 2020-04-23 Visual Question Answering Using Semantic Information from Image Descriptions    Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison arXiv_AI arXiv_AI  Image_Caption  Knowledge  Pose  VQA  Attention  QA  PDF
• 2020-04-20 Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision    Damien Teney, Ehsan Abbasnedjad, Anton van den Hengel arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  Sentiment  VQA  Image_Classification  Inference  PDF
• 2020-04-19 Are we pretraining it right? Digging deeper into visio-linguistic pretraining    Amanpreet Singh, Vedanuj Goswami, Devi Parikh arXiv_CV arXiv_CV  Pose  VQA  Attention  Caption  QA  PDF
• 2020-04-17 Knowledge-Based Visual Question Answering in Videos    Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima arXiv_CV arXiv_CV  Video_Caption  Knowledge  Pose  VQA  QA  PDF
• 2020-04-12 A negative case analysis of visual grounding methods for VQA    Robik Shrestha, Kushal Kafle, Christopher Kanan arXiv_AI arXiv_AI  Regularization  Pose  Relation  VQA  Attention  QA  PDF
• 2020-04-12 Which visual questions are difficult to answer? Analysis with Entropy of Answer Distributions    Kento Terao, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shun'ichi Satoh arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-04-12 YouMakeup VQA Challenge: Towards Fine-grained Action Understanding in Domain-Specific Videos    Shizhe Chen, Weiying Wang, Ludan Ruan, Linli Yao, Qin Jin arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2020-04-10 Rephrasing visual questions by specifying the entropy of the answer distribution    Kento Terao, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shun'ichi Satoh arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-04-08 Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing    Goonmeet Bajaj, Bortik Bandyopadhyay, Daniel Schmidt, Pranav Maneriker, Christopher Myers, Srinivasan Parthasarathy arXiv_AI arXiv_AI  Knowledge  VQA  QA  PDF
• 2020-04-06 Predicting the Quality of Compressed Videos with Pre-Existing Distortions    Xiangxu Yu, Neil Birkbeck, Yilin Wang, Christos G. Bampis, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  VQA  QA  PDF
• 2020-04-04 Generating Rationales in Visual Question Answering    Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley, Garrison W. Cottrell arXiv_AI arXiv_AI  Bert  Quantitative  VQA  QA  PDF
• 2020-04-04 Evaluating Multimodal Representations on Visual Semantic Textual Similarity    Oier Lopez de Lacalle, Ander Salaberria, Aitor Soroa, Gorka Azkune, Eneko Agirre arXiv_CL arXiv_CL  Image_Caption  VQA  Caption  Inference  PDF
• 2020-04-02 Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers    Zhicheng Huang, Zhaoyang Zeng, Bei Liu, Dongmei Fu, Jianlong Fu arXiv_CV arXiv_CV  Transformer  Embedding  Bert  Pose  VQA  Language_Model  QA  Matching  PDF
• 2020-03-31 X-Linear Attention Networks for Image Captioning    Yingwei Pan, Ting Yao, Yehao Li, Tao Mei arXiv_CV arXiv_CV  Image_Caption  Transformer  Recognition  Action  VQA  Attention  Caption  PDF
• 2020-03-31 Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text    Difei Gao, Ke Li, Ruiping Wang, Shiguang Shan, Xilin Chen arXiv_CV arXiv_CV  Embedding  Pose  Scene_Text  VQA  QA  PDF
• 2020-03-27 Assessing Image Quality Issues for Real-World Problem    Tai-Yin Chiu, Yinan Zhao, Danna Gurari arXiv_CV arXiv_CV  Image_Caption  VQA  Caption  PDF
• 2020-03-26 P $approx$ NP, at least in Visual Question Answering    Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jorn Hees, Andreas Dengel arXiv_CV arXiv_CV  Embedding  VQA  QA  PDF
• 2020-03-23 Linguistically Driven Graph Capsule Network for Visual Question Reasoning    Qingxing Cao, Xiaodan Liang, Keze Wang, Liang Lin arXiv_CV arXiv_CV  Embedding  Pose  VQA  CNN  Inference  QA  PDF
• 2020-03-22 Visual Question Answering for Cultural Heritage    Pietro Bongini, Federico Becattini, Andrew D. Bagdanov, Alberto Del Bimbo arXiv_CV arXiv_CV  Knowledge  Pose  Action  VQA  QA  PDF
• 2020-03-19 Normalized and Geometry-Aware Self-Attention Network for Image Captioning    Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu arXiv_CV arXiv_CV  Image_Caption  Transformer  Video_Caption  Pose  Relation  VQA  Attention  Caption  PDF
• 2020-03-16 RSVQA: Visual Question Answering for Remote Sensing Data    Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia arXiv_CV arXiv_CV  RNN  Knowledge  Pose  Classification  Detection  Relation  VQA  CNN  QA  PDF
• 2020-03-16 Towards Ground Truth Evaluation of Visual Explanations    Ahmed Osman, Leila Arras, Wojciech Samek arXiv_AI arXiv_AI  3D  Salient  Pose  Relation  VQA  PDF
• 2020-03-14 Counterfactual Samples Synthesizing for Robust Visual Question Answering    Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2020-03-07 PathVQA: 30000+ Questions for Medical Visual Question Answering    Xuehai He, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie arXiv_AI arXiv_AI  Knowledge  VQA  Medical  Caption  QA  PDF
• 2020-03-03 XGPT: Cross-modal Generative Pre-Training for Image Captioning    Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Ming Zhou arXiv_CV arXiv_CV  Image_Caption  Bert  Image_Retrieval  Pose  VQA  Denoising  Caption  Language_Model  QA  PDF
• 2020-03-02 A Question-Centric Model for Visual Question Answering in Medical Imaging    Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Medical  Prediction  PDF
• 2020-03-01 A Study on Multimodal and Interactive Explanations for Visual Question Answering    Kamran Alipour, Jurgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas arXiv_AI arXiv_AI  VQA  Attention  Prediction  QA  PDF
• 2020-02-27 Visual Commonsense R-CNN    Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Represenation_Learning  Knowledge  VQA  Caption  CNN  Language_Model  Prediction  QA  PDF
• 2020-02-27 Unbiased Scene Graph Generation from Biased Training    Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang arXiv_CV arXiv_CV  Pose  VQA  Inference  Prediction  QA  PDF
• 2020-02-27 Unshuffling Data for Improved Generalization    Damien Teney, Ehsan Abbasnejad, Anton van den Hengel arXiv_CV arXiv_CV  Unsupervised  Knowledge  Relation  VQA  QA  PDF
• 2020-02-25 BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations    Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari arXiv_CV arXiv_CV  Bert  Zero-Shot  Pose  Action  VQA  Text_Generation  Language_Model  PDF
• 2020-02-25 A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment    Zhengzhong Tu, Chia-Ju Chen, Li-Heng Chen, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  Attention  Prediction  QA  PDF
• 2020-02-24 On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering    Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang arXiv_CV arXiv_CV  Relation  VQA  QA  PDF
• 2020-02-19 VQA-LOL: Visual Question Answering under the Lens of Logic    Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang arXiv_CV arXiv_CV  Embedding  Pose  VQA  QA  PDF
• 2020-02-17 CQ-VQA: Visual Question Answering on Categorized Questions    Aakansha Mishra, Ashish Anand, Prithwijit Guha arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-02-13 Sparse and Structured Visual Attention    Pedro Henrique Martins, Vlad Niculae, Zita Marinho, André Martins arXiv_CV arXiv_CV  Image_Caption  Transformer  Sparse  RNN  Pose  VQA  Attention  Caption  QA  PDF
• 2020-02-13 EndoL2H: Deep Super-Resolution for Capsule Endoscopy    Yasin Almalioglu, Abdulkadir Gokce, Kagan Incetan, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nichalos J. Durr, Faisal Mahmood, Mehmet Turan arXiv_CV arXiv_CV  Super_Resolution  Adversarial  Pose  Quantitative  Detection  VQA  Attention  GAN  PDF
• 2020-02-12 Component Analysis for Visual Question Answering Architectures    Camila Kolling, Jônatas Wehrmann, Rodrigo C. Barros arXiv_AI arXiv_AI  Represenation_Learning  VQA  Attention  QA  PDF
• 2020-02-04 Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks    M. Cerezo, Akira Sone, Tyler Volkoff, Lukasz Cincio, Patrick J. Coles arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2020-01-31 Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach    Mehrdad Alizadeh, Barbara Di Eugenio arXiv_CV arXiv_CV  RNN  Pose  Classification  VQA  QA  PDF
• 2020-01-23 Uncertainty based Class Activation Maps for Visual Question Answering    Badri N. Patro, Mayank Lunayach, Vinay P. Namboodiri arXiv_CV arXiv_CV  Pose  Deep_Learning  Relation  VQA  Attention  PDF
• 2020-01-23 Deep Bayesian Network for Visual Question Generation    Badri N. Patro, Vinod K. Kurmi, Sandeep Kumar, Vinay P. Namboodiri arXiv_CV arXiv_CV  Pose  Quantitative  VQA  Caption  PDF
• 2020-01-23 Robust Explanations for Visual Question Answering    Badri N. Patro, Shivansh Pate, Vinay P. Namboodiri arXiv_CV arXiv_CV