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👁️ Computer Vision and Pattern Recognition

1,029 papers · page 3 of 12 · 126–225 · the most cited first · all shelves

Computer Vision and Pattern Recognition is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Multimodal Machine Learning Applications», «Advanced Neural Network Applications», «Handwritten Text Recognition Techniques».

 Papers

1 2 3 4 … 12

  1. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
  2. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,169 citations
  3. Modeling Context in Referring ExpressionsLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,165 citations
  4. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,155 citations
  5. Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 1,153 citations
  6. Least-to-most prompting enables complex reasoning in large language models2022 · 1,143 citations
  7. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your PhoneMarah Abdin, Jyoti Aneja, Hany Awadalla, et al.2024 · 1,113 citations
  8. Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,110 citations
  9. MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsDeyao Zhu, Jun Chen, Xiaoqian Shen, et al.2023 · 1,105 citations
  10. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,094 citations
  11. NewsQA: A Machine Comprehension DatasetAdam Trischler, Tong Wang, Xingdi Yuan, et al.2017 · 1,088 citations
  12. Neural Module NetworksJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2015 · 1,075 citations
  13. A Survey on Multimodal Large Language ModelsShukang Yin, Chaoyou Fu, Sirui Zhao, et al.2023 · 1,060 citations
  14. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningWenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,051 citations
  15. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
  16. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,030 citations
  17. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,026 citations
  18. MTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loïc Magne, et al.2022 · 1,021 citations
  19. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsJoshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,012 citations
  20. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsWeijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,008 citations
  21. Classifier-Free Diffusion GuidanceJonathan Ho, Tim Salimans2022 · 1,007 citations
  22. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,006 citations
  23. K-BERT: Enabling Language Representation with Knowledge GraphWeijie Liu, Peng Zhou, Zhe Zhao, et al.2019 · 1,006 citations
  24. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,003 citations
  25. A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksYarin Gal, Zoubin Ghahramani2015 · 1,001 citations
  26. Big Bird: Transformers for Longer SequencesManzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 992 citations
  27. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 990 citations
  28. Evaluating Object Hallucination in Large Vision-Language ModelsYifan Li, Yifan Du, Kun Zhou, et al.2023 · 986 citations
  29. PaLM 2 Technical ReportRohan Anil, Andrew M. Dai, Orhan Firat, et al.2023 · 971 citations
  30. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 970 citations
  31. Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksRie Johnson, Tong Zhang2015 · 956 citations
  32. ERNIE: Enhanced Representation through Knowledge IntegrationYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 949 citations
  33. Qwen2.5-VL Technical ReportShuai Bai, Keqin Chen, Xuejing Liu, et al.2025 · 948 citations
  34. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIXiang Yue, Yuansheng Ni, Kai Zhang, et al.2023 · 948 citations
  35. MPNet: Masked and Permuted Pre-training for Language UnderstandingKaitao Song, Xu Tan, Tao Qin, et al.2020 · 944 citations
  36. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations
  37. ImageBind: One Embedding Space To Bind Them AllRohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, et al.2023 · 943 citations
  38. Patient Knowledge Distillation for BERT Model CompressionSiqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 939 citations
  39. Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsYiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 936 citations
  40. Bilateral Multi-Perspective Matching for Natural Language SentencesZhiguo Wang, Wael Hamza, Radu Florian2017 · 923 citations
  41. C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 920 citations
  42. Visual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 915 citations
  43. Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and BeyondJinze Bai, Shuai Bai, Shusheng Yang, et al.2023 · 913 citations
  44. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
  45. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
  46. MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.2023 · 907 citations
  47. Representing Text for Joint Embedding of Text and Knowledge BasesKristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 904 citations
  48. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
  49. LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingYiheng Xu, Minghao Li, Lei Cui, et al.2019 · 889 citations
  50. MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of TextMatthew Richardson, Christopher J.C. Burges, Erin Renshaw2013 · 873 citations
  51. A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityYejin Bang, Samuel Cahyawijaya, Nayeon Lee, et al.2023 · 866 citations
  52. Segment AnythingAlexander Kirillov, Eric Mintun, Nikhila Ravi, et al.2023 · 865 citations
  53. Challenges in Data-to-Document GenerationSam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 846 citations
  54. TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
  55. UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citations
  56. A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
  57. On the Sentence Embeddings from Pre-trained Language ModelsBohan Li, Hao Zhou, Junxian He, et al.2020 · 830 citations
  58. Unsupervised Dense Information Retrieval with Contrastive LearningGautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 824 citations
  59. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citations
  60. DocVQA: A Dataset for VQA on Document ImagesMinesh Mathew, Dimosthenis Karatzas, C.V. Jawahar2020 · 820 citations
  61. Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any ResolutionPeng Wang, Shuai Bai, Sinan Tan, et al.2024 · 819 citations
  62. Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 818 citations
  63. ImageNet Large Scale Visual Recognition ChallengeOlga Russakovsky, Jia Deng, Hao Su, et al.2014 · 816 citations
  64. U-Net: Convolutional Networks for Biomedical Image SegmentationOlaf Ronneberger, Philipp Fischer, Thomas Brox2015 · 813 citations
  65. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 806 citations
  66. Towards Reasoning in Large Language Models: A SurveyJie Huang, Kevin Chen-Chuan Chang2023 · 775 citations
  67. GLM-130B: An Open Bilingual Pre-trained ModelAohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 775 citations
  68. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 775 citations
  69. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 774 citations
  70. Reformer: The Efficient TransformerNikita Kitaev, Łukasz Kaiser, Anselm Levskaya2020 · 774 citations
  71. ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionWonjae Kim, Bokyung Son, Ildoo Kim2021 · 762 citations
  72. Reproducible scaling laws for contrastive language-image learningMehdi Cherti, Romain Beaumont, Ross Wightman, et al.2022 · 750 citations
  73. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 744 citations
  74. Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 742 citations
  75. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  76. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
  77. CIDEr: Consensus-based Image Description EvaluationRamakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh2014 · 733 citations
  78. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.2024 · 731 citations
  79. Triton: An Intermediate Language and Compiler for Tiled Neural Network ComputationsPhilippe Tillet, H. T. Kung, David Cox2019 · 728 citations
  80. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations
  81. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 724 citations
  82. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 711 citations
  83. A Multiscale Visualization of Attention in the Transformer ModelJesse Vig2019 · 708 citations
  84. Style Transfer in Text: Exploration and EvaluationZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 701 citations
  85. Capabilities of GPT-4 on Medical Challenge ProblemsHarsha Nori, Nicholas King, Scott Mayer McKinney, et al.2023 · 700 citations
  86. Advances in domain independent linear text segmentationFreddy Y. Y. Choi2000 · 694 citations
  87. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsFelix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 693 citations
  88. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 691 citations
  89. GLTR: Statistical Detection and Visualization of Generated TextSebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush2019 · 691 citations
  90. SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 690 citations
  91. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
  92. Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 690 citations
  93. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskDanqi Chen, Jason Bolton, Christopher D. Manning2016 · 689 citations
  94. Automatic Chain of Thought Prompting in Large Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.2022 · 688 citations
  95. ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All ToolsTeam GLM, Aohan Zeng, Bin Xu, et al.2024 · 687 citations
  96. Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalLee Xiong, Chenyan Xiong, Ye Li, et al.2020 · 681 citations
  97. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One DayChunyuan Li, Cliff Wong, Sheng Zhang, et al.2023 · 676 citations
  98. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
  99. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsIulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 671 citations
  100. Learning multiple visual domains with residual adaptersSylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi2017 · 670 citations

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