VQA

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 Pose Relation VQA QA PDF
2020-01-20 Recommending Themes for Ad Creative Design via Visual-Linguistic Representations Yichao Zhou, Shaunak Mishra, Manisha Verma, Narayan Bhamidipati, Wei Wang arXiv_CV arXiv_CV Transformer Knowledge Pose Classification VQA QA Recommendation PDF
2020-01-20 Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models Moshiur R. Farazi, Salman H. Khan, Nick Barnes arXiv_CV arXiv_CV Embedding Action Classification VQA Attention QA PDF
2020-01-20 SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar arXiv_CV arXiv_CV Knowledge Pose Relation VQA Attention QA PDF
2020-01-11 MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Geondo Park, Chihye Han, Wonjun Yoon, Daeshik Kim arXiv_CV arXiv_CV Image_Caption Embedding Pose Relation VQA Attention Caption PDF
2020-01-10 In Defense of Grid Features for Visual Question Answering Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen arXiv_CV arXiv_CV Image_Caption VQA Attention Caption CNN QA PDF
2020-01-10 Visual Question Answering on 360° Images Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang arXiv_CV arXiv_CV VQA Attention QA PDF
2020-01-06 Think Locally, Act Globally: Federated Learning with Local and Global Representations Paul Pu Liang, Terrance Liu, Liu Ziyin, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_CV arXiv_CV Recognition Represenation_Learning Pose VQA QA PDF
2020-01-03 Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su arXiv_CV arXiv_CV Bert Pose Action VQA Caption QA PDF
2019-12-26 Vision and Language: from Visual Perception to Content Creation Tao Mei, Wei Zhang, Ting Yao arXiv_CV arXiv_CV Video_Caption Review Action VQA Caption PDF
2019-12-19 Deep Exemplar Networks for VQA and VQG Badri N. Patro, Vinay P. Namboodiri arXiv_CV arXiv_CV Pose Deep_Learning VQA Attention QA PDF
2019-12-17 No-Reference Video Quality Assessment using Multi-Level Spatially Pooled Features Franz Götz-Hahn, Vlad Hosu, Hanhe Lin, Dietmar Saupe arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Relation VQA QA PDF
2019-12-16 Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal, Rakshith Shetty, Mario Fritz arXiv_CV arXiv_CV Pose Relation VQA Prediction QA PDF
2019-12-09 AI2D-RST: A multimodal corpus of 1000 primary school science diagrams Tuomo Hiippala, Malihe Alikhani, Jonas Haverinen, Timo Kalliokoski, Evanfiya Logacheva, Serafina Orekhova, Aino Tuomainen, Matthew Stone, John A. Bateman arXiv_CV arXiv_CV Segmentation Relation VQA PDF
2019-12-06 Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec (LIRIS), Grigory Antipov, Moez Baccouche, Christian Wolf (LIRIS) arXiv_CV arXiv_CV Transformer Bert Image_Retrieval Pose Classification Relation VQA Attention QA PDF
2019-12-05 Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das arXiv_AI arXiv_AI Bert Represenation_Learning Pose VQA Caption Language_Model Prediction PDF
2019-12-05 12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee arXiv_AI arXiv_AI Represenation_Learning Image_Retrieval Relation VQA Caption PDF
2019-12-02 Deep Bayesian Active Learning for Multiple Correct Outputs Khaled Jedoui, Ranjay Krishna, Michael Bernstein, Li Fei-Fei arXiv_CV arXiv_CV Image_Caption Pose Classification VQA Caption QA PDF
2019-12-02 TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim arXiv_CL arXiv_CL Pose VQA QA PDF
2019-11-30 Assessing the Robustness of Visual Question Answering Jia-Hong Huang, Modar Alfadly, Bernard Ghanem, Marcel Worring arXiv_CV arXiv_CV Optimization Adversarial Pose VQA QA PDF
2019-11-30 A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop Jihyeon Janel Lee, Sho Arora arXiv_CV arXiv_CV Knowledge Pose VQA Attention QA PDF
2019-11-29 OptiBox: Breaking the Limits of Proposals for Visual Grounding Zicong Fan, Si Yi Meng, Leonid Sigal, James J. Little arXiv_CV arXiv_CV Image_Caption Reconstruction Pose VQA Attention Caption QA PDF
2019-11-23 Unsupervised Keyword Extraction for Full-sentence VQA Kohei Uehara, Tatsuya Harada arXiv_CV arXiv_CV Unsupervised Pose Action VQA QA PDF
2019-11-21 Temporal Reasoning via Audio Question Answering Haytham M. Fayek, Justin Johnson arXiv_AI arXiv_AI Pose VQA QA PDF
2019-11-19 Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA Badri N. Patro, Anupriy, Vinay P. Namboodiri arXiv_CV arXiv_CV Adversarial Pose Relation VQA Attention QA PDF
2019-11-17 DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu arXiv_CV arXiv_CV Image_Caption Pose Relation VQA Attention PDF
2019-11-14 Question-Conditioned Counterfactual Image Generation for VQA Jingjing Pan, Yash Goyal, Stefan Lee arXiv_CV arXiv_CV Pose VQA QA PDF
2019-11-14 Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach arXiv_CV arXiv_CV Transformer Embedding Pose Classification VQA Attention Prediction QA PDF
2019-11-11 Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo arXiv_CV arXiv_CV Embedding Pose VQA QA PDF
2019-11-10 Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang, Zichao Yang, Xiaodong He, Li Deng arXiv_AI arXiv_AI Embedding Recognition Represenation_Learning Review Speech Deep_Learning VQA Speech_Recognition Caption PDF
2019-11-08 Are we asking the right questions in MovieQA? Bhavan Jasani, Rohit Girdhar, Deva Ramanan arXiv_CV arXiv_CV Embedding Pose VQA QA PDF
2019-10-31 TAB-VCR: Tags and Attributes based VCR Baselines Jingxiang Lin, Unnat Jain, Alexander G. Schwing arXiv_CV arXiv_CV RNN Pose VQA Attention PDF
2019-10-30 C3DVQA: Full-Reference Video Quality Assessment with 3D Convolutional Neural Network Munan Xu, Junming Chen, Haiqiang Wang, Shan Liu, Ge Li, Zhiqiang Bai arXiv_CV arXiv_CV 3D Pose VQA CNN QA PDF
2019-10-29 Learning Rich Image Region Representation for Visual Question Answering Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu arXiv_CV arXiv_CV Bert Pose Detection VQA Object_Detection Language_Model QA PDF
2019-10-24 Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency Tristan Hascoet, Xuejiao Deng, Kiyoto Tai, Mari Sugiyama, Yuji Adachi, Sachiko Nakamura, Yasuo Ariki, Tomoko Hayashi, Tetusya Takiguchi arXiv_CV arXiv_CV Recognition Face Deep_Learning VQA PDF
2019-10-23 KnowIT VQA: Answering Knowledge-Based Questions about Videos Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima arXiv_CV arXiv_CV Video_Caption Knowledge Pose VQA QA PDF
2019-10-21 Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient Jiaying Lu (1), Xin Ye (1), Yi Ren (1), Yezhou Yang (1) ((1) Arizona State University) arXiv_CV arXiv_CV Unsupervised Reinforcement_Learning Adversarial Pose VQA QA PDF
2019-10-21 Enforcing Reasoning in Visual Commonsense Reasoning Hammad A. Ayyubi, Md. Mehrab Tanjim, David J. Kriegman arXiv_AI arXiv_AI Reinforcement_Learning VQA Prediction QA PDF
2019-10-12 Neural Memory Plasticity for Anomaly Detection Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin Laurens, Patrick Johnston, Clinton Fookes arXiv_CV arXiv_CV Tracking Sparse Object_Tracking Memory_Networks Knowledge Pose Classification Detection VQA Attention Medical Language_Model Prediction PDF
2019-10-11 Multi-modal Deep Analysis for Multimedia Wenwu Zhu, Xin Wang, Hongzhi Li arXiv_CV arXiv_CV Transfer_Learning Knowledge Relation VQA Summarization Recommendation PDF
2019-10-08 Modulated Self-attention Convolutional Network for VQA Jean-Benoit Delbrouck, Antoine Maiorca, Nathan Hubens, Stéphane Dupont arXiv_AI arXiv_AI Pose Action VQA Attention CNN QA PDF
2019-10-06 REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes, Kushal Kafle, Robik Shrestha, Manoj Acharya, Christopher Kanan arXiv_CV arXiv_CV Quantization Knowledge Pose VQA CNN QA PDF
2019-09-30 On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Damien Teney, Ehsan Abbasnejad, Anton van den Hengel arXiv_CV arXiv_CV Embedding Knowledge Deep_Learning Relation VQA QA PDF
2019-09-26 Compact Trilinear Interaction for Visual Question Answering Tuong Do, Thanh-Toan Do, Huy Tran, Erman Tjiputra, Quang D. Tran arXiv_CV arXiv_CV Knowledge Pose Action Relation VQA QA PDF
2019-09-26 Overcoming Data Limitation in Medical Visual Question Answering Binh D. Nguyen, Thanh-Toan Do, Binh X. Nguyen, Tuong Do, Erman Tjiputra, Quang D. Tran arXiv_CV arXiv_CV Unsupervised Pose VQA Denoising Medical QA PDF
2019-09-25 UNITER: Learning UNiversal Image-TExt Representations Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu arXiv_CV arXiv_CV Embedding VQA Caption Language_Model Matching PDF
2019-09-24 Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao arXiv_CV arXiv_CV Image_Caption Transformer Unsupervised Knowledge VQA Attention Caption Prediction QA PDF
2019-09-23 Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering Heather Riley, Mohan Sridharan arXiv_AI arXiv_AI Recognition Knowledge Classification Deep_Learning VQA PDF
2019-09-23 Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao, Bailin Li, Xiaodan Liang, Liang Lin arXiv_CV arXiv_CV Knowledge Pose Relation VQA Inference QA PDF
2019-09-19 Triplet-Aware Scene Graph Embeddings Brigit Schroeder, Subarna Tripathi, Hanlin Tang arXiv_CV arXiv_CV Embedding Image_Retrieval Knowledge Detection Relation VQA Visual_Relation Prediction PDF
2019-09-19 Learning Sparse Mixture of Experts for Visual Question Answering Vardaan Pahuja, Jie Fu, Christopher J. Pal arXiv_CV arXiv_CV Sparse Pose VQA CNN QA PDF
2019-09-17 Inverse Visual Question Answering with Multi-Level Attentions Yaser Alwatter, Yuhong Guo arXiv_AI arXiv_AI Pose VQA Attention QA PDF
2019-09-10 Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Arijit Ray, Karan Sikka, Ajay Divakaran, Stefan Lee, Giedrius Burachas arXiv_AI arXiv_AI Pose Quantitative VQA QA PDF
2019-09-09 Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Christopher Clark, Mark Yatskar, Luke Zettlemoyer arXiv_CV arXiv_CV Knowledge Adversarial VQA Prediction PDF
2019-09-04 Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut arXiv_CV arXiv_CV Image_Caption Transfer_Learning Detection VQA Object_Detection Caption PDF
2019-09-03 Data Interpretation over Plots Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI Pose Detection VQA QA PDF
2019-09-02 Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval Akira Kudo, Yoshiro Kitamura, Yuanzhong Li, Satoshi Iizuka, Edgar Simo-Serra arXiv_CV arXiv_CV Super_Resolution 3D Adversarial Pose VQA GAN CNN PDF
2019-08-28 Adversarial Representation Learning for Text-to-Image Matching Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris arXiv_CV arXiv_CV Image_Caption Embedding Bert Represenation_Learning Adversarial Pose VQA Caption Language_Model Matching PDF
2019-08-27 Visual Question Answering using Deep Learning: A Survey and Performance Analysis Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee arXiv_AI arXiv_AI Survey Deep_Learning VQA Attention Inference QA PDF
2019-08-26 Attentive History Selection for Conversational Question Answering Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer arXiv_CV arXiv_CV Embedding Bert Pose VQA Attention Prediction QA PDF
2019-08-22 VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai arXiv_CV arXiv_CV Transformer Bert Classification Relation VQA Caption Language_Model Prediction PDF
2019-08-20 LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Tan, Mohit Bansal arXiv_CV arXiv_CV Transformer Pose Classification Relation VQA Language_Model Prediction QA Matching PDF
2019-08-17 What is needed for simple spatial language capabilities in VQA? Alexander Kuhnle, Ann Copestake arXiv_AI arXiv_AI RNN Relation VQA QA PDF
2019-08-17 Language Features Matter: Effective Language Representations for Vision-Language Tasks Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer arXiv_CV arXiv_CV Image_Caption Embedding Bert RNN Knowledge Pose VQA Attention Caption Language_Model PDF
2019-08-17 U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Badri N. Patro, Mayank Lunayach, Shivansh Patel, Vinay P. Namboodiri arXiv_CV arXiv_CV Pose Deep_Learning Relation VQA Attention PDF
2019-08-16 2nd Place Solution to the GQA Challenge 2019 Shijie Geng, Ji Zhang, Hang Zhang, Ahmed Elgammal, Dimitris N. Metaxas arXiv_CV arXiv_CV Knowledge Action Detection VQA Object_Detection QA PDF
2019-08-14 Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling Yi-Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yu-Hsuan Deng, Shang-Yu Su, Yun-Nung Chen arXiv_CV arXiv_CV Pose Action VQA Attention PDF
2019-08-14 Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti, Jeffrey Ling, Michael Collins, David Reitter arXiv_CV arXiv_CV Transformer VQA PDF
2019-08-14 VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering Cătălina Cangea, Eugene Belilovsky, Pietro Liò, Aaron Courville arXiv_AI arXiv_AI Reinforcement_Learning 3D Pose VQA QA PDF
2019-08-12 Why Does a Visual Question Have Different Answers? Nilavra Bhattacharya, Qing Li, Danna Gurari arXiv_CV arXiv_CV Knowledge Pose VQA PDF
2019-08-12 Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian arXiv_CV arXiv_CV Pose Action VQA Attention QA PDF
2019-08-10 Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV Bert Pose Action Relation VQA Summarization Language_Model QA PDF
2019-08-09 VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang arXiv_CV arXiv_CV Image_Caption Transformer Tracking Bert Pose Relation VQA Attention Caption Language_Model QA PDF
2019-08-09 Question-Agnostic Attention for Visual Question Answering Moshiur R Farazi, Salman H Khan, Nick Barnes arXiv_CV arXiv_CV Pose VQA Attention QA PDF
2019-08-08 From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen arXiv_CV arXiv_CV Knowledge Knowledge_Graph Pose VQA QA PDF
2019-08-06 ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee arXiv_CV arXiv_CV Transformer Bert Image_Retrieval VQA Attention Caption PDF
2019-08-05 Answering Questions about Data Visualizations using Efficient Bimodal Fusion Kushal Kafle, Robik Shrestha, Brian Price, Scott Cohen, Christopher Kanan arXiv_AI arXiv_AI Embedding Recognition Optical_Character Pose VQA QA PDF
2019-07-31 An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Vincent Michalski, Vikram Voleti, Samira Ebrahimi Kahou, Anthony Ortiz, Pascal Vincent, Chris Pal, Doina Precup arXiv_CV arXiv_CV Optimization Pose VQA Few-Shot PDF
2019-07-30 LEAF-QA: Locate, Encode & Attend for Figure Question Answering Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal, Ajay Joshi arXiv_CV arXiv_CV Pose VQA Attention QA PDF
2019-07-29 V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel arXiv_CV arXiv_CV Pose Face Deep_Learning Relation VQA PDF
2019-07-28 An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang, Wei-Lun Chao, Dong Xuan arXiv_CV arXiv_CV Knowledge Knowledge_Graph Pose Relation VQA Attention QA PDF
2019-07-23 Graph Reasoning Networks for Visual Question Answering Dalu Guo, Chang Xu, Dacheng Tao arXiv_CV arXiv_CV Action Relation VQA Attention QA PDF
2019-07-17 OmniNet: A unified architecture for multi-modal multi-task learning Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain arXiv_CV arXiv_CV Image_Caption Transformer Recognition Speech Pose VQA Attention Caption Activity PDF
2019-07-11 Two-stream Spatiotemporal Feature for Video QA Task Chiwan Song, Woobin Im, Sung-eui Yoon arXiv_CV arXiv_CV Surveillance Recognition Pose Action_Recognition Action VQA Attention Autonomous QA Matching PDF
2019-07-10 Learning to Reason with Relational Video Representation for Question Answering Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran arXiv_AI arXiv_AI Pose Action Relation VQA QA PDF
2019-07-09 Learning by Abstraction: The Neural State Machine Drew A. Hudson, Christopher D. Manning arXiv_AI arXiv_AI Action VQA Inference QA PDF
2019-06-30 ICDAR 2019 Competition on Scene Text Visual Question Answering Ali Furkan Biten, Rubèn Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Minesh Mathew, C.V. Jawahar, Ernest Valveny, Dimosthenis Karatzas arXiv_CV arXiv_CV Image_Caption Recognition Pose Scene_Text VQA GAN QA PDF
2019-06-25 Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian arXiv_CV arXiv_CV Pose Quantitative VQA Attention QA PDF
2019-06-24 RUBi: Reducing Unimodal Biases in Visual Question Answering Remi Cadene, Corentin Dancette, Hedi Ben-younes, Matthieu Cord, Devi Parikh arXiv_CV arXiv_CV Pose VQA Prediction QA PDF
2019-06-24 Integrating Knowledge and Reasoning in Image Understanding Somak Aditya, Yezhou Yang, Chitta Baral arXiv_AI arXiv_AI Image_Caption Segmentation Semantic_Segmentation Recognition Knowledge Pose Survey Deep_Learning VQA PDF
2019-06-24 Adversarial Multimodal Network for Movie Question Answering Zhaoquan Yuan, Siyuan Sun, Lixin Duan, Xiao Wu, Changsheng Xu arXiv_CV arXiv_CV Adversarial Pose Relation VQA Attention GAN QA PDF
2019-06-23 Investigating Biases in Textual Entailment Datasets Shawn Tan, Yikang Shen, Chin-wei Huang, Aaron Courville arXiv_CL arXiv_CL Pose Classification Relation VQA QA PDF
2019-06-20 Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand, Yonatan Belinkov arXiv_CV arXiv_CV Regularization Adversarial VQA Inference QA PDF
2019-06-14 Improving Visual Question Answering by Referring to Generated Paragraph Captions Hyounghun Kim, Mohit Bansal arXiv_CL arXiv_CL Image_Caption Pose VQA Attention Caption QA PDF
2019-06-12 Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Hideki Nakayama, Yuanzhong Li arXiv_CV arXiv_CV Segmentation 3D Adversarial Pose Detection VQA Object_Detection GAN Medical CNN PDF
2019-06-11 Mimic and Fool: A Task Agnostic Adversarial Attack Akshay Chaturvedi, Utpal Garain arXiv_CV arXiv_CV Image_Caption Segmentation Adversarial Pose Deep_Learning VQA Caption QA PDF
2019-06-10 Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering Claudio Greco, Barbara Plank, Raquel Fernández, Raffaella Bernardi arXiv_CL arXiv_CL VQA QA PDF
2019-06-10 Misleading Failures of Partial-input Baselines Shi Feng, Eric Wallace, Jordan Boyd-Graber arXiv_CV arXiv_CV VQA QA PDF
2019-06-03 Generating Question Relevant Captions to Aid Visual Question Answering Jialin Wu, Zeyuan Hu, Raymond J. Mooney arXiv_CV arXiv_CV Image_Caption Knowledge VQA Caption QA PDF
2019-05-31 OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi arXiv_CV arXiv_CV Knowledge Detection VQA Object_Detection QA PDF
2019-05-31 Scene Text Visual Question Answering Ali Furkan Biten, Ruben Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Ernest Valveny, C.V. Jawahar, Dimosthenis Karatzas arXiv_CV arXiv_CV Recognition Pose Scene_Text VQA QA PDF
2019-05-31 Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi arXiv_CV arXiv_CV Unsupervised Adversarial Pose Classification Detection VQA GAN Medical CNN PDF
2019-05-29 Vision-to-Language Tasks Based on Attributes and Attention Mechanism Xuelong Li, Aihong Yuan, Xiaoqiang Lu arXiv_CV arXiv_CV Image_Caption Pose Relation VQA Attention Caption PDF
2019-05-28 Leveraging Medical Visual Question Answering with Supporting Facts Tomasz Kornuta, Deepta Rajan, Chaitanya Shivade, Alexis Asseman, Ahmet S. Ozcan arXiv_AI arXiv_AI Transfer_Learning VQA GAN Medical QA PDF
2019-05-28 Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo arXiv_CV arXiv_CV Multi_Task Pose VQA QA PDF
2019-05-26 Why do These Match? Explaining the Behavior of Image Similarity Models Bryan A. Plummer, Mariya I. Vasileva, Vitali Petsiuk, Kate Saenko, David Forsyth arXiv_CV arXiv_CV Recognition Salient Pose Classification Deep_Learning VQA Image_Classification PDF
2019-05-24 Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu, Raymond J. Mooney arXiv_CV arXiv_CV Relation VQA QA PDF
2019-05-13 Quantifying and Alleviating the Language Prior Problem in Visual Question Answering Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan Kankanhalli arXiv_CV arXiv_CV Regularization Pose Quantitative VQA Attention QA PDF
2019-05-01 State-of-the-art in 360° Video/Image Processing: Perception, Assessment and Compression Chen Li, Mai Xu, Shanyi Zhang, Patrick Le Callet arXiv_CV arXiv_CV Review Pose Survey VQA Attention QA PDF
2019-04-26 The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao, Chuang Gan, Pushmeet Kohli, Joshua B. Tenenbaum, Jiajun Wu arXiv_AI arXiv_AI Pose VQA PDF
2019-04-25 Scene Graph Prediction with Limited Labels Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei arXiv_CV arXiv_CV Transfer_Learning Sparse Knowledge Relation VQA Visual_Relation Caption Prediction PDF
2019-04-25 TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal arXiv_AI arXiv_AI Pose VQA QA PDF
2019-04-19 Challenges and Prospects in Vision and Language Research Kushal Kafle, Robik Shrestha, Christopher Kanan arXiv_CV arXiv_CV Image_Caption Review Pose VQA PDF
2019-04-18 Towards VQA Models that can Read Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach arXiv_CV arXiv_CV Pose VQA QA PDF
2019-04-18 Progressive Attention Memory Network for Movie Story Question Answering Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo arXiv_CV arXiv_CV Pose VQA Attention Inference Prediction QA PDF
2019-04-17 Question Guided Modular Routing Networks for Visual Question Answering Yanze Wu, Qiang Sun, Jianqi Ma, Bin Li, Yanwei Fu, Yao Peng, Xiangyang Xue arXiv_CV arXiv_CV Knowledge Pose Face VQA QA PDF
2019-04-12 Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar, Ece Takmaz, Raquel Fernández, Raffaella Bernardi arXiv_CV arXiv_CV Pose VQA PDF
2019-04-11 Factor Graph Attention Idan Schwartz, Seunghak Yu, Tamir Hazan, Alexander Schwing arXiv_AI arXiv_AI Pose VQA Attention PDF
2019-04-10 Text Guided Person Image Synthesis Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang arXiv_CV arXiv_CV Pose VQA QA PDF
2019-04-09 Multi-Target Embodied Question Answering Licheng Yu, Xinlei Chen, Georgia Gkioxari, Mohit Bansal, Tamara L. Berg, Dhruv Batra arXiv_CV arXiv_CV Pose VQA QA PDF
2019-04-07 Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition Knowledge Pose VQA PDF
2019-04-05 Lucid Explanations Help: Using a Human-AI Image-Guessing Game to Evaluate Machine Explanation Helpfulness Arijit Ray, Giedrius Burachas, Yi Yao, Ajay Divakaran arXiv_CV arXiv_CV Pose VQA QA PDF
2019-04-05 Actively Seeking and Learning from Live Data Damien Teney, Anton van den Hengel arXiv_CV arXiv_CV Pose Face VQA Caption QA PDF
2019-04-04 MMED: A Multi-domain and Multi-modality Event Dataset Zhenguo Yan, Zehang Lin, Min Cheng, Qing Li, Wenyin Liu arXiv_CV arXiv_CV Knowledge VQA GAN PDF
2019-03-29 Relation-aware Graph Attention Network for Visual Question Answering Linjie Li, Zhe Gan, Yu Cheng, Jingjing Liu arXiv_AI arXiv_AI Pose Action Relation VQA Attention QA PDF
2019-03-27 Information Maximizing Visual Question Generation Ranjay Krishna, Michael Bernstein, Li Fei-Fei arXiv_CV arXiv_CV Pose Quantitative VQA PDF
2019-03-16 Visual Query Answering by Entity-Attribute Graph Matching and Reasoning Peixi Xiong, Huayi Zhan, Xin Wang, Baivab Sinha, Ying Wu arXiv_CV arXiv_CV Pose VQA Inference QA Matching PDF
2019-03-14 Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han, Minki Kang, Hyunwoo Jung, Sung Ju Hwang arXiv_CL arXiv_CL Transformer Pose VQA QA PDF
2019-03-13 AI2-THOR: An Interactive 3D Environment for Visual AI Eric Kolve, Roozbeh Mottaghi, Winson Han, Eli VanderBilt, Luca Weihs, Alvaro Herrasti, Daniel Gordon, Yuke Zhu, Abhinav Gupta, Ali Farhadi arXiv_AI arXiv_AI Segmentation Unsupervised Reinforcement_Learning 3D Represenation_Learning Action Detection VQA Object_Detection PDF
2019-03-07 RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang, Feng Gao, Baoxiong Jia, Yixin Zhu, Song-Chun Zhu arXiv_AI arXiv_AI Tracking Recognition Pose Detection Relation VQA QA PDF
2019-03-01 Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha, Kushal Kafle, Christopher Kanan arXiv_CV arXiv_CV Image_Caption Pose VQA QA PDF
2019-02-26 Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR images Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh arXiv_CV arXiv_CV Adversarial Pose Detection VQA GAN Medical CNN PDF
2019-02-25 GQA: a new dataset for compositional question answering over real-world images Drew A. Hudson, Christopher D. Manning arXiv_AI arXiv_AI RNN VQA QA PDF
2019-02-25 MUREL: Multimodal Relational Reasoning for Visual Question Answering Remi Cadene, Hedi Ben-younes, Matthieu Cord, Nicolas Thome arXiv_AI arXiv_AI Pose Action Relation VQA Attention QA PDF
2019-02-25 Dual Attention Networks for Visual Reference Resolution in Visual Dialog Gi-Cheon Kang, Jaeseo Lim, Byoung-Tak Zhang arXiv_CV arXiv_CV Pose Quantitative Relation VQA Attention QA PDF
2019-02-21 Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh arXiv_AI arXiv_AI Pose VQA Prediction QA PDF
2019-02-15 Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention Shalini Ghosh, Giedrius Burachas, Arijit Ray, Avi Ziskind arXiv_AI arXiv_AI Relation VQA Attention Caption Language_Model QA PDF
2019-02-15 Cycle-Consistency for Robust Visual Question Answering Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh arXiv_CV arXiv_CV Pose VQA QA PDF
2019-02-11 Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh arXiv_CV arXiv_CV Image_Caption Pose VQA Attention Caption Language_Model Prediction QA PDF
2019-02-01 Rethinking Visual Relationships for High-level Image Understanding Yuanzhi Liang, Yalong Bai, Wei Zhang, Xueming Qian, Li Zhu, Tao Mei arXiv_CV arXiv_CV Image_Caption Pose Action Relation VQA Visual_Relation Caption PDF
2019-01-31 BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Hedi Ben-younes, Rémi Cadene, Nicolas Thome, Matthieu Cord arXiv_CV arXiv_CV Represenation_Learning Action Deep_Learning Detection Relation VQA Visual_Relation QA PDF
2019-01-20 Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie, Farley Lai, Derek Doran, Asim Kadav arXiv_CV arXiv_CV Image_Caption Pose VQA Attention Inference QA PDF
2019-01-18 Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution Francis Tom, Himanshu Sharma, Dheeraj Mundhra, Tathagato Rai Dastidar, Debdoot Sheet arXiv_CV arXiv_CV Reconstruction Super_Resolution Adversarial Pose VQA Medical CNN PDF
2019-01-03 CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu, Chenxi Liu, Yutong Bai, Alan Yuille arXiv_CV arXiv_CV Segmentation Knowledge Pose Quantitative Detection VQA Object_Detection PDF
2018-12-31 The meaning of 'most' for visual question answering models Alexander Kuhnle, Ann Copestake arXiv_AI arXiv_AI Deep_Learning VQA Inference PDF
2018-12-23 Multi-modal Learning with Prior Visual Relation Reasoning Zhuoqian Yang, Jing Yu, Chenghao Yang, Zengchang Qin, Yue Hu arXiv_CV arXiv_CV Image_Caption Embedding Knowledge Pose Relation VQA Visual_Relation CNN QA PDF
2018-12-13 Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Gao Peng, Hongsheng Li, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven Hoi, Xiaogang Wang arXiv_CV arXiv_CV Pose Action VQA Attention QA PDF
2018-12-12 Power of Tempospatially Unified Spectral Density for Perceptual Video Quality Assessment Mohammed A. Aabed, Gukyeong Kwon, Ghassan AlRegib arXiv_CV arXiv_CV 3D Pose Relation VQA QA PDF
2018-12-10 Learning Representations of Sets through Optimized Permutations Yan Zhang, Jonathon Hare, Adam Prügel-Bennett arXiv_CV arXiv_CV Pose Classification VQA PDF
2018-12-10 Spatial Knowledge Distillation to aid Visual Reasoning Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV Knowledge Pose Relation VQA Attention Prediction PDF
2018-12-06 Recursive Visual Attention in Visual Dialog Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen arXiv_CV arXiv_CV Pose Quantitative VQA Attention QA PDF
2018-12-05 Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang, Hanwang Zhang, Baoyuan Wu, Wenhan Luo, Wei Liu arXiv_CV arXiv_CV Reinforcement_Learning RNN Pose Relation VQA QA PDF
2018-12-05 Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi, Hanwang Zhang, Juanzi Li arXiv_CV arXiv_CV Knowledge Pose Relation VQA Attention QA PDF
2018-12-03 Multi-task Learning of Hierarchical Vision-Language Representation Duy-Kien Nguyen, Takayuki Okatani arXiv_CV arXiv_CV Image_Caption Knowledge Pose Relation VQA Attention Caption Prediction PDF
2018-11-30 Systematic Generalization: What Is Required and Can It Be Learned? Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron Courville arXiv_AI arXiv_AI Knowledge Pose VQA QA PDF
2018-11-30 From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts Moshiur R Farazi, Salman H Khan, Nick Barnes arXiv_CV arXiv_CV Embedding Knowledge Pose VQA Attention Inference QA Matching PDF
2018-11-29 Visual Question Answering as Reading Comprehension Hui Li, Peng Wang, Chunhua Shen, Anton van den Hengel arXiv_CV arXiv_CV Knowledge Pose Action VQA QA PDF
2018-11-27 From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi arXiv_CV arXiv_CV Image_Caption Recognition Adversarial Action VQA Inference QA Matching PDF
2018-11-26 Visual Entailment Task for Visually-Grounded Language Learning Ning Xie, Farley Lai, Derek Doran, Asim Kadav arXiv_CV arXiv_CV Pose VQA Inference QA PDF
2018-11-26 CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning Jerome Abdelnour, Giampiero Salvi, Jean Rouat arXiv_CL arXiv_CL Knowledge Pose Relation VQA QA PDF
2018-11-20 VQA with no questions-answers training Ben-Zion Vatashsky, Shimon Ullman arXiv_CV arXiv_CV Pose VQA QA PDF
2018-11-19 Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha, Nirat Saini, Larry S. Davis arXiv_CV arXiv_CV VQA Attention QA PDF