Elamur Research⌕
☰
home / authors / Ranjay Krishna / all works

Ranjay Krishna — all works

194 works · page 1 of 2 · 1–100 · ← Ranjay Krishna

1 2

  1. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsInternational Journal of Computer VisionRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,876 citations
  2. Dense-Captioning Events in Videos ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetRanjay Krishna et al.2017 · 1,423 citations
  3. Image retrieval using scene graphs ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJustin M. Johnson et al.2015 · 1,154 citations
  4. Visual Relationship Detection with Language Priors ↗Lecture notes in computer science · no summary yetCewu Lu et al.2016 · 1,121 citations
  5. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesFindings of the Association for Computational LinguisticsCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 690 citations
  6. A Hierarchical Approach for Generating Descriptive Image Paragraphs ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJonathan Krause et al.2017 · 423 citations
  7. Explanations Can Reduce Overreliance on AI Systems During Decision-Making ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetHelena Vasconcelos et al.2023 · 407 citations
  8. Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval ↗Proceedings of the Fourth Workshop on Vision and Language · no summary yetSebastian Schuster et al.2015 · 377 citations
  9. Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJingwei Ji et al.2020 · 324 citations
  10. DataComp: In search of the next generation of multimodal datasets ↗arXiv:2304.14108 · no summary yetSamir Yitzhak Gadre et al.2023 · 224 citations
  11. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering ↗arXiv:2303.11897 · no summary yetYushi Hu et al.2023 · 218 citations
  12. BLINK: Multimodal Large Language Models Can See but Not Perceive ↗arXiv:2404.12390 · no summary yetXingyu Fu et al.2024 · 206 citations
  13. Large Language Model as Attributed Training Data Generator: A Tale of Diversity and BiasConference on Neural Information Processing Systems (NeurIPS)Yue Yu, Yuchen Zhuang, Jieyu Zhang, et al.2023 · 202 citations
  14. Conceptual Metaphors Impact Perceptions of Human-AI Collaboration ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetPranav Khadpe et al.2020 · 192 citations
  15. @ CREPE: Can Vision-Language Foundation Models Reason Compositionally? ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZixian Ma et al.2023 · 129 citations
  16. Holodeck: Language Guided Generation of 3D Embodied AI Environments ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYue Yang et al.2024 · 115 citations
  17. AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMadeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala2021 · 113 citations
  18. Referring Relationships ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRanjay Krishna et al.2018 · 109 citations
  19. Information Maximizing Visual Question Generation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRanjay Krishna, Michael S. Bernstein, Li Fei-Fei2019 · 105 citations
  20. HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models ↗arXiv (Cornell University) · no summary yetSharon Zhou et al.2019 · 104 citations
  21. SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality ↗neural information processing systems · no summary yetCheng-Yu Hsieh et al.2023 · 85 citations
  22. Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models ↗neural information processing systems · no summary yetXingyu Fu et al.2024 · 84 citations
  23. Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetSiddharth Karamcheti et al.2021 · 79 citations
  24. Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention MapsConference on Empirical Methods in Natural Language Processing (EMNLP)Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, et al.2024 · 78 citations
  25. Socially situated artificial intelligence enables learning from human interaction ↗Proceedings of the National Academy of Sciences · no summary yetRanjay Krishna et al.2022 · 75 citations
  26. NVILA: Efficient Frontier Visual Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhijian Liu et al.2025 · 73 citations
  27. Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models ↗arXiv (Cornell University) · no summary yetCheng-Yu Hsieh et al.2023 · 71 citations
  28. Scene Graph Prediction with Limited Labels ↗no summary yetVincent S. Chen et al.2019 · 70 citations
  29. Quilt-1M: One Million Image-Text Pairs for Histopathology ↗PubMed · no summary yetWisdom Oluchi Ikezogwo et al.2023 · 67 citations
  30. Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMehmet Saygın Seyfioğlu et al.2024 · 62 citations
  31. Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetCheng-Yu Hsieh et al.2024 · 61 citations
  32. Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYushi Hu et al.2024 · 60 citations
  33. Embracing Error to Enable Rapid Crowdsourcing ↗CHI Conference on Human Factors in Computing Systems · no summary yetRanjay Krishna et al.2016 · 55 citations
  34. Visual Relationships as Functions:Enabling Few-Shot Scene Graph Prediction ↗arXiv:1906.04876 · no summary yetApoorva Dornadula et al.2019 · 54 citations
  35. Spurious Rewards: Rethinking Training Signals in RLVR ↗arXiv:2506.10947 · no summary yetRulin Shao et al.2025 · 53 citations
  36. The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary ↗arXiv (Cornell University) · no summary yetBernard Ghanem et al.2018 · 51 citations
  37. Crowd Research ↗ACM Symposium on User Interface Software and Technology (UIST) · no summary yetRajan Vaish et al.2017 · 48 citations
  38. A Glimpse Far into the Future ↗arXiv:1609.04855 · no summary yetKenji Hata et al.2017 · 47 citations
  39. Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation ↗arXiv (Cornell University) · no summary yetJaemin Cho et al.2023 · 46 citations
  40. SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKiana Ehsani et al.2024 · 44 citations
  41. THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation ↗arXiv:2402.08191 · no summary yetWilbert Pumacay et al.2024 · 40 citations
  42. Wait, We Don't Need to “Wait”! Removing Thinking Tokens Improves Reasoning Efficiency ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetChenlong Wang et al.2025 · 34 citations
  43. ImageInWords: Unlocking Hyper-Detailed Image Descriptions ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetRoopal Garg et al.2024 · 30 citations
  44. Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding ↗arXiv (Cornell University) · no summary yetChristopher Clark et al.2026 · 28 citations
  45. RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics ↗arXiv (Cornell University) · no summary yetWentao Yuan et al.2024 · 28 citations
  46. MolmoAct: Action Reasoning Models that can Reason in Space ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetJason Lee et al.2026 · 26 citations
  47. Perception Tokens Enhance Visual Reasoning in Multimodal Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMahtab Bigverdi et al.2025 · 24 citations
  48. Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYue Yang et al.2025 · 24 citations
  49. NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples ↗neural information processing systems · no summary yetBaiqi Li et al.2024 · 24 citations
  50. Action Genome: Actions as Composition of Spatio-temporal Scene Graphs ↗arXiv (Cornell University) · no summary yetJingwei Ji et al.2019 · 22 citations
  51. Cola: A Benchmark for Compositional Text-to-image Retrieval ↗neural information processing systems · no summary yetArijit Ray et al.2023 · 21 citations
  52. m &m’s: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks ↗Lecture notes in computer science · no summary yetZixian Ma et al.2024 · 20 citations
  53. Measuring Compositional Consistency for Video Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMona Gandhi et al.2022 · 20 citations
  54. Manipulate-Anything: Automating Real-World Robots using Vision-Language Models ↗arXiv (Cornell University) · no summary yetJiafei Duan et al.2024 · 19 citations
  55. Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows ↗ACM Transactions on Computer-Human Interaction · no summary yetMadeleine Grunde-McLaughlin et al.2023 · 19 citations
  56. DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetJiao Sun et al.2025 · 18 citations
  57. EcoAssistant: Using LLM Assistant More Affordably and Accurately ↗arXiv (Cornell University) · no summary yetJieyu Zhang et al.2023 · 18 citations
  58. AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation ↗arXiv (Cornell University) · no summary yetJiafei Duan et al.2024 · 17 citations
  59. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective ↗arXiv (Cornell University) · no summary yetY. Huang et al.2025 · 16 citations
  60. Efficient Inference of Vision Instruction-Following Models with Elastic Cache ↗Lecture notes in computer science · no summary yetZuyan Liu et al.2024 · 16 citations
  61. Multilingual Diversity Improves Vision-Language Representations ↗neural information processing systems · no summary yetThao Nguyen et al.2024 · 16 citations
  62. Scaling Up LLM Reviews for Google Ads Content Moderation ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetWei Qiao et al.2024 · 16 citations
  63. Offline Training of Language Model Agents with Functions as Learnable Weights ↗arXiv (Cornell University) · no summary yetShaokun Zhang et al.2024 · 16 citations
  64. EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions ↗Proceedings of the VLDB Endowment · no summary yetEnhao Zhang et al.2023 · 16 citations
  65. PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetFatemeh Ghezloo et al.2025 · 15 citations
  66. SAT: Dynamic Spatial Aptitude Training for Multimodal Language Models ↗arXiv (Cornell University) · no summary yetArijit Ray et al.2024 · 15 citations
  67. Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetImad Eddine Toubal et al.2024 · 15 citations
  68. Deep Bayesian Active Learning for Multiple Correct Outputs ↗arXiv (Cornell University) · no summary yetKhaled Jedoui et al.2019 · 15 citations
  69. OBJECT 3DIT: Language-guided 3D-aware Image Editing ↗neural information processing systems · no summary yetOscar Michel et al.2023 · 14 citations
  70. Task Me Anything ↗neural information processing systems · no summary yetJieyu Zhang et al.2024 · 13 citations
  71. Iterated Learning Improves Compositionality in Large Vision-Language Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenhao Zheng et al.2024 · 13 citations
  72. Improving Interpersonal Communication by Simulating Audiences with Language Models ↗arXiv (Cornell University) · no summary yetRyan Liu et al.2023 · 13 citations
  73. Agile Modeling: From Concept to Classifier in Minutes ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOtilia Stretcu et al.2023 · 13 citations
  74. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents ↗neural information processing systems · no summary yetKangrui Wang et al.2025 · 12 citations
  75. MindCube: Spatial Mental Modeling from Limited Views ↗arXiv (Cornell University) · no summary yetWang, Qineng et al.2025 · 11 citations
  76. Contrastive Flow Matching ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetGeorge Stoica et al.2025 · 11 citations
  77. The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains ↗arXiv (Cornell University) · no summary yetScott Geng et al.2025 · 10 citations
  78. Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetAbhinav Bandari et al.2024 · 10 citations
  79. ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition ↗neural information processing systems · no summary yetMohammadreza Salehi et al.2024 · 10 citations
  80. One Diffusion to Generate Them All ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDuong H. Le et al.2025 · 9 citations
  81. The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better ↗neural information processing systems · no summary yetScott Geng et al.2024 · 9 citations
  82. Selective Visual Representations Improve Convergence and Generalization for Embodied AI ↗arXiv (Cornell University) · no summary yetAinaz Eftekhar et al.2023 · 9 citations
  83. Semantic and Expressive Variation in Image Captions Across Languages ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAndre Ye et al.2023 · 9 citations
  84. MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation ↗arXiv (Cornell University) · no summary yetYejin Kim et al.2026 · 8 citations
  85. Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBenlin Liu et al.2025 · 8 citations
  86. RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeter Sushko et al.2025 · 8 citations
  87. Seeking and Updating with Live Visual Knowledge ↗neural information processing systems · no summary yetMingyang Fu et al.2025 · 7 citations
  88. VIDEOSHOP: Localized Semantic Video Editing with Noise-Extrapolated Diffusion Inversion ↗Lecture notes in computer science · no summary yetXiang Fan, Anand Bhattad, Ranjay Krishna2024 · 7 citations
  89. AR2-D2:Training a Robot Without a Robot ↗arXiv (Cornell University) · no summary yetJiafei Duan et al.2023 · 7 citations
  90. ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward ↗arXiv (Cornell University) · no summary yetZixian Ma et al.2022 · 7 citations
  91. MolmoAct2: Action Reasoning Models for Real-world Deployment ↗arXiv (Cornell University) · no summary yetHaoquan Fang et al.2026 · 6 citations
  92. GenEval 2: Addressing Benchmark Drift in Text-to-Image Evaluation ↗arXiv (Cornell University) · no summary yetKamath, Amita et al.2025 · 6 citations
  93. SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding ↗arXiv (Cornell University) · no summary yetEllis Brown et al.2025 · 6 citations
  94. SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation ↗arXiv (Cornell University) · no summary yetHaoquan Fang et al.2025 · 6 citations
  95. Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations ↗arXiv (Cornell University) · no summary yetLinjie Li et al.2025 · 6 citations
  96. Synthetic Visual Genome ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJae Sung Park et al.2025 · 6 citations
  97. Agonistic Image Generation: Unsettling the Hegemony of Intention ↗ACM Conference on Fairness, Accountability, and Transparency (FAccT) · no summary yetAndrew Shaw et al.2025 · 6 citations
  98. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment ↗arXiv (Cornell University) · no summary yetDongping Chen et al.2024 · 6 citations
  99. The Hard Positive Truth About Vision-Language Compositionality ↗Lecture notes in computer science · no summary yetAmita Kamath et al.2024 · 6 citations
  100. Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators ↗arXiv (Cornell University) · no summary yetHu, Zhengyu et al.2024 · 6 citations

1 2

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/ranjay-krishna/works/