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👁️ Computer Vision and Pattern Recognition

1,029 papers · page 4 of 12 · 226–325 · 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

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  1. TVQA: Localized, Compositional Video Question AnsweringJie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 669 citations
  2. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  3. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 660 citations
  4. Highway NetworksRupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber2015 · 652 citations
  5. Visualizing and Understanding Convolutional NetworksMatthew D Zeiler, Rob Fergus2013 · 649 citations
  6. CoCa: Contrastive Captioners are Image-Text Foundation ModelsJiahui Yu, Zirui Wang, Vijay Vasudevan, et al.2022 · 646 citations
  7. Encouraging Divergent Thinking in Large Language Models through Multi-Agent DebateTian Liang, Zhiwei He, Wenxiang Jiao, et al.2023 · 643 citations
  8. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
  9. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan, et al.2023 · 634 citations
  10. A Frustratingly Easy Approach for Entity and Relation ExtractionZexuan Zhong, Danqi Chen2020 · 629 citations
  11. Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han, et al.2023 · 624 citations
  12. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 623 citations
  13. Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
  14. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
  15. Object Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 617 citations
  16. Video-LLaVA: Learning United Visual Representation by Alignment Before ProjectionBin Lin, Yang Ye, Bin Zhu, et al.2023 · 614 citations
  17. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 607 citations
  18. Show and Tell: A Neural Image Caption GeneratorOriol Vinyals, Alexander Toshev, Samy Bengio, et al.2014 · 606 citations
  19. Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire Cardie2020 · 602 citations
  20. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringYingqi Qu, Yuchen Ding, Jing Liu, et al.2021 · 601 citations
  21. A Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
  22. Text Embeddings by Weakly-Supervised Contrastive Pre-trainingLiang Wang, Nan Yang, Xiaolong Huang, et al.2022 · 594 citations
  23. Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  24. FNet: Mixing Tokens with Fourier TransformsJames Lee-Thorp, Joshua Ainslie, Ilya Eckstein, et al.2022 · 593 citations
  25. How Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 591 citations
  26. A simple neural network module for relational reasoningAdam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 590 citations
  27. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksYossi Adi, Einat Kermany, Yonatan Belinkov, et al.2016 · 587 citations
  28. Instruction-Following Evaluation for Large Language ModelsJeffrey Zhou, Tianjian Lu, Swaroop Mishra, et al.2023 · 586 citations
  29. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.2021 · 582 citations
  30. QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionAdams Wei Yu, David Dohan, Minh-Thang Luong, et al.2018 · 581 citations
  31. OCR-free Document Understanding TransformerGeewook Kim, Teakgyu Hong, Moonbin Yim, et al.2021 · 580 citations
  32. Dynamic Coattention Networks For Question AnsweringCaiming Xiong, Victor Zhong, Richard Socher2016 · 578 citations
  33. Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 573 citations
  34. SDXL: Improving Latent Diffusion Models for High-Resolution Image SynthesisDustin Podell, Zion English, Kyle Lacey, et al.2023 · 571 citations
  35. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 565 citations
  36. Improving Factuality and Reasoning in Language Models through Multiagent DebateYilun Du, Shuang Li, Antonio Torralba, et al.2023 · 564 citations
  37. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
  38. Collecting Image Annotations Using Amazon's Mechanical TurkCyrus Rashtchian, Peter Young, Micah Hodosh, et al.2010 · 562 citations
  39. Galactica: A Large Language Model for ScienceRoss Taylor, Marcin Kardas, Guillem Cucurull, et al.2022 · 558 citations
  40. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 556 citations
  41. gpt-oss-120b & gpt-oss-20b Model CardOpenAI: Sandhini Agarwal, Lama Ahmad, Jason Ai, et al.2025 · 555 citations
  42. Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 554 citations
  43. Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 547 citations
  44. Reducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand Joulin2019 · 546 citations
  45. Precise Zero-Shot Dense Retrieval without Relevance LabelsLuyu Gao, Xueguang Ma, Jimmy Lin, et al.2022 · 545 citations
  46. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
  47. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsDi Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 540 citations
  48. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 536 citations
  49. How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source SuitesZhe Chen, Weiyun Wang, Hao Tian, et al.2024 · 529 citations
  50. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsChaoyou Fu, Peixian Chen, Yunhang Shen, et al.2023 · 529 citations
  51. Towards AI-Complete Question Answering: A Set of Prerequisite Toy TasksJason Weston, Antoine Bordes, Sumit Chopra, et al.2015 · 529 citations
  52. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text PairsChristoph Schuhmann, Richard Vencu, Romain Beaumont, et al.2021 · 528 citations
  53. Machine Comprehension Using Match-LSTM and Answer PointerShuohang Wang, Jing Jiang2016 · 528 citations
  54. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang, et al.2020 · 527 citations
  55. Large Language Models Can Be Easily Distracted by Irrelevant ContextFreda Shi, Xinyun Chen, Kanishka Misra, et al.2023 · 525 citations
  56. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
  57. The Natural Language Decathlon: Multitask Learning as Question AnsweringBryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 523 citations
  58. Instruction Tuning for Large Language Models: A SurveyShengyu Zhang, Linfeng Dong, Xiaoya Li, et al.2023 · 515 citations
  59. Toward Controlled Generation of TextZhiting Hu, Zichao Yang, Xiaodan Liang, et al.2017 · 513 citations
  60. Baichuan 2: Open Large-scale Language ModelsAiyuan Yang, Bin Xiao, Bingning Wang, et al.2023 · 512 citations
  61. FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 510 citations
  62. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane Clinchant2021 · 510 citations
  63. TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 508 citations
  64. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingYushi Bai, Xin Lv, Jiajie Zhang, et al.2023 · 505 citations
  65. Chinese Word Segmentation as Character TaggingNianwen Xue2003 · 504 citations
  66. FLAT: Chinese NER Using Flat-Lattice TransformerXiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 503 citations
  67. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 500 citations
  68. Deep Learning Scaling is Predictable, EmpiricallyJoel Hestness, Sharan Narang, Newsha Ardalani, et al.2017 · 497 citations
  69. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 494 citations
  70. Deep Visual-Semantic Alignments for Generating Image DescriptionsAndrej Karpathy, Li Fei-Fei2014 · 493 citations
  71. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
  72. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  73. Phi-4 Technical ReportMarah Abdin, Jyoti Aneja, Harkirat Behl, et al.2024 · 489 citations
  74. DyNet: The Dynamic Neural Network ToolkitGraham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 485 citations
  75. Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 483 citations
  76. Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 482 citations
  77. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 480 citations
  78. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
  79. Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
  80. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
  81. DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureEric Mitchell, Yoonho Lee, Alexander Khazatsky, et al.2023 · 474 citations
  82. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
  83. Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 467 citations
  84. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  85. Masked Autoencoders Are Scalable Vision LearnersKaiming He, Xinlei Chen, Saining Xie, et al.2021 · 463 citations
  86. Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano Ermon2020 · 460 citations
  87. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 459 citations
  88. Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 459 citations
  89. LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 452 citations
  90. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning FrameworkPeng Wang, An Yang, Rui Men, et al.2022 · 452 citations
  91. Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelYitao Cai, Huiyu Cai, Xiaojun Wan2019 · 450 citations
  92. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 448 citations
  93. LLM-Pruner: On the Structural Pruning of Large Language ModelsXinyin Ma, Gongfan Fang, Xinchao Wang2023 · 447 citations
  94. CogView: Mastering Text-to-Image Generation via TransformersMing Ding, Zhuoyi Yang, Wenyi Hong, et al.2021 · 446 citations
  95. Neural Document Summarization by Jointly Learning to Score and Select SentencesQingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 446 citations
  96. The Faiss libraryMatthijs Douze, Alexandr Guzhva, Chengqi Deng, et al.2024 · 442 citations
  97. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsPan Lu, Hritik Bansal, Tony Xia, et al.2023 · 441 citations
  98. MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkKunchang Li, Yali Wang, Yinan He, et al.2023 · 441 citations
  99. ShareGPT4V: Improving Large Multi-Modal Models with Better CaptionsLin Chen, Jinsong Li, Xiaoyi Dong, et al.2023 · 441 citations
  100. LLaVA-OneVision: Easy Visual Task TransferBo Li, Yuanhan Zhang, Dong Guo, et al.2024 · 440 citations

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