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Ali Farhadi

  1. You Only Look Once: Unified, Real-Time Object Detection
    2015/06/08 by Joseph Redmon, Redmon, Joseph, Santosh Divvala +5 · 4 voices · 460 citations
    #cs.CV
  2. YOLOv3: An Incremental Improvement
    2018/04/08 by Joseph Redmon, Redmon, Joseph, Ali Farhadi +1 · 9 voices · 414 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Retinal Imaging and Analysis
  3. Matryoshka Representation Learning
    2022/05/26 by Aditya Kusupati, Kusupati, Aditya, Gantavya Bhatt +20 · 4 voices · 56 citations
    Computer Science · Medicine · #cs.LG #cs.CV
  4. Defending Against Neural Fake News
    2019/05/29 by Rowan Zellers, Zellers, Rowan, Ari Holtzman +11 · 4 voices · 48 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling #cs.CL #cs.CY
  5. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural\n Networks
    2016/03/16 by Mohammad Rastegari, Rastegari, Mohammad, Vicente Ordonez +6 · 1 voice · 64 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #cs.CV
  6. 2 OLMo 2 Furious
    2024/12/31 by Team OLMo, P N Walsh, Pete Walsh +85 · 9 voices · 87 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  7. What's Hidden in a Randomly Weighted Neural Network?
    2019/11/29 by Vivek Ramanujan, Ramanujan, Vivek, Mitchell Wortsman +7 · 3 voices · 11 citations
    #cs.CV #cs.LG
  8. Bytes Are All You Need: Transformers Operating Directly On File Bytes
    2023/05/31 by Maxwell Horton, Sachin Mehta, Ali Farhadi +1 · 4 voices · 1 citation
    #cs.CV
  9. A Diagram Is Worth A Dozen Images
    2016/03/24 by Aniruddha Kembhavi, Kembhavi, Aniruddha, Mike Salvato +9 · 178 citations
    Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Video Analysis and Summarization
  10. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
    2022/03/10 by Mitchell Wortsman, Wortsman, Mitchell, Gabriel Ilharco +19 · 3 voices · 166 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #cs.CL #cs.CV #cs.LG
  11. Objaverse: A Universe of Annotated 3D Objects
    2022/12/15 by Matt Deitke, Dustin Schwenk, Deitke, Matt +17 · 1 voice · 213 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO) #cs.AI #cs.CV #cs.GR #cs.RO
  12. OK-VQA: A Visual Question Answering Benchmark Requiring External\n Knowledge
    2019/05/31 by Kenneth Marino, Marino, Kenneth, Mohammad Rastegari +5 · 134 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  13. Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning
    2016/09/16 by Yuke Zhu, Zhu, Yuke, Roozbeh Mottaghi +11 · 2 voices · 37 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.CV
  14. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Christopher Clark, Deitke, Matt +100 · 4 voices · 151 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  15. Editing Models with Task Arithmetic
    2022/12/08 by Gabriel Ilharco, Marco Túlio Ribeiro, Ilharco, Gabriel +11 · 153 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  16. YOLO9000: Better, Faster, Stronger
    2016/12/25 by Joseph Redmon, Redmon, Joseph, Ali Farhadi +1 · 79 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  17. MatFormer: Nested Transformer for Elastic Inference
    2023/10/11 by Devvrit, Sneha Kudugunta, Aditya Kusupati +20 · 5 voices · 20 citations
    Computer Science · Social Sciences · #Caching and Content Delivery #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #cs.CL #cs.CV #cs.LG
  18. Bidirectional Attention Flow for Machine Comprehension
    2016/11/05 by Min Joon Seo, Aniruddha Kembhavi, Seo, Minjoon +5 · 97 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Recommender Systems and Techniques
  19. Unsupervised Deep Embedding for Clustering Analysis
    2015/11/19 by Junyuan Xie, Xie, Junyuan, Ross Girshick +3 · 51 citations
    Computer Science · #Advanced Clustering Algorithms Research #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  20. Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding
    2016/04/06 by Gunnar A. Sigurdsson, Gül Varol, Sigurdsson, Gunnar A. +9 · 55 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  21. Robust fine-tuning of zero-shot models
    2021/09/04 by Mitchell Wortsman, Gabriel Ilharco, Wortsman, Mitchell +19 · 62 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
  22. DataComp: In search of the next generation of multimodal datasets
    2023/04/27 by Samir Yitzhak Gadre, Gabriel Ilharco, Gadre, Samir Yitzhak +65 · 81 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  23. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Luca Soldaini, Muennighoff, Niklas +45 · 1 voice · 61 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  24. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
    2020/02/14 by Jesse Dodge, Dodge, Jesse, Gabriel Ilharco +9 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  25. Visual Semantic Navigation using Scene Priors
    2018/10/15 by Wei Yang, Xiaolong Wang, Yang, Wei +7 · 18 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO)
  26. MERLOT Reserve: Neural Script Knowledge through Vision and Language and\n Sound
    2022/01/07 by Rowan Zellers, Jiasen Lu, Zellers, Rowan +17 · 15 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  27. Patching open-vocabulary models by interpolating weights
    2022/08/10 by Gabriel Ilharco, Ilharco, Gabriel, Mitchell Wortsman +13 · 16 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  28. MERLOT: Multimodal Neural Script Knowledge Models
    2021/06/04 by Rowan Zellers, Ximing Lu, Zellers, Rowan +13 · 13 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  29. Stable and low-precision training for large-scale vision-language models
    2023/04/25 by Mitchell Wortsman, Tim Dettmers, Wortsman, Mitchell +9 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  30. FLaRe: Achieving Masterful and Adaptive Robot Policies with Large-Scale Reinforcement Learning Fine-Tuning
    2024/09/25 by Jiaheng Hu, Hu, Jiaheng, Rose Hendrix +13 · 24 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  31. Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using\n Meta-Learning
    2018/12/03 by Mitchell Wortsman, Kiana Ehsani, Wortsman, Mitchell +7 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  32. SeGAN: Segmenting and Generating the Invisible
    2017/03/29 by Kiana Ehsani, Ehsani, Kiana, Roozbeh Mottaghi +3 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  33. Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks
    2016/04/13 by Junyuan Xie, Ross Girshick, Xie, Junyuan +3 · 6 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  34. MolmoAct: Action Reasoning Models that can Reason in Space
    2025/08/11 by Jason Lee, Lee, Jason, Jiafei Duan +34 · 48 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  35. Soft Threshold Weight Reparameterization for Learnable Sparsity
    2020/02/08 by Aditya Kusupati, Vivek Ramanujan, Kusupati, Aditya +11 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  36. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
    2025/04/09 by Jiacheng Liu, Taylor Blanton, Liu, Jiacheng +61 · 3 voices · 8 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  37. Retrospectives on the Embodied AI Workshop
    2022/10/13 by Matt Deitke, Deitke, Matt, Dhruv Batra +74 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  38. LanguageRefer: Spatial-Language Model for 3D Visual Grounding
    2021/07/07 by Junha Roh, Karthik Desingh, Roh, Junha +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO)
  39. Actions ~ Transformations
    2015/12/02 by Xiaolong Wang, Ali Farhadi, Wang, Xiaolong +3 · 6 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
  40. Forward Compatible Training for Large-Scale Embedding Retrieval Systems
    2021/12/06 by Vivek Ramanujan, Ramanujan, Vivek, Pavan Kumar Anasosalu Vasu +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. Learning Neural Network Subspaces
    2021/02/20 by Mitchell Wortsman, Maxwell Horton, Wortsman, Mitchell +7 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
  42. AdANNS: A Framework for Adaptive Semantic Search
    2023/05/30 by Aniket Rege, Aditya Kusupati, Rege, Aniket +14 · 1 voice · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #cs.IR #cs.LG
  43. From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
    2024/12/10 by Matthew Wallingford, Anand Bhattad, Wallingford, Matthew +17 · 7 citations
    Health Professions · Social Sciences · #Digital Storytelling and Education #Educator Training and Historical Pedagogy
  44. DRAWER: Digital Reconstruction and Articulation With Environment Realism
    2025/04/21 by Hongchi Xia, Xia, Hongchi, Entong Su +17 · 10 citations
    Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics (cs.RO)
  45. FastFill: Efficient Compatible Model Update
    2023/03/08 by Florian Jaeckle, Jaeckle, Florian, Fartash Faghri +7 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  46. A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied\n Tasks
    2020/07/09 by Unnat Jain, Luca Weihs, Jain, Unnat +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications
  47. Task Me Anything
    2024/06/17 by Jieyu Zhang, Weikai Huang, Zhang, Jieyu +17 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  48. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
    2019/06/13 by Minjoon Seo, Jinhyuk Lee, Seo, Minjoon +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  49. Commonly Uncommon: Semantic Sparsity in Situation Recognition
    2016/12/03 by Mark Yatskar, Vicente Ordóñez, Yatskar, Mark +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  50. The One RING: a Robotic Indoor Navigation Generalist
    2024/12/18 by Ainaz Eftekhar, Rose Hendrix, Eftekhar, Ainaz +24 · 4 citations
    Computer Science · Engineering · #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization
  51. "What happens if..." Learning to Predict the Effect of Forces in Images
    2016/03/17 by Roozbeh Mottaghi, Mohammad Rastegari, Mottaghi, Roozbeh +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  52. LCNN: Lookup-based Convolutional Neural Network
    2016/11/20 by Hessam Bagherinezhad, Bagherinezhad, Hessam, Mohammad Rastegari +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  53. Selective Visual Representations Improve Convergence and Generalization for Embodied AI
    2023/11/07 by Ainaz Eftekhar, Eftekhar, Ainaz, Kuo-Hao Zeng +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  54. ELASTIC: Improving CNNs with Dynamic Scaling Policies
    2018/12/13 by Huiyu Wang, Aniruddha Kembhavi, Wang, Huiyu +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  55. When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization
    2024/12/20 by Vivek Ramanujan, Kushal Tirumala, Ramanujan, Vivek +7 · 3 citations
    Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Visual Attention and Saliency Detection
  56. What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions
    2020/10/16 by Kiana Ehsani, Daniel Gordon, Ehsani, Kiana +7 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  57. PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D\n World
    2021/05/31 by Rowan Zellers, Zellers, Rowan, Ari Holtzman +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  58. Who Let The Dogs Out? Modeling Dog Behavior From Visual Data
    2018/03/28 by Kiana Ehsani, Ehsani, Kiana, Hessam Bagherinezhad +7 · 1 voice
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  59. Break and Make: Interactive Structural Understanding Using LEGO Bricks
    2022/07/27 by Aaron Walsman, Muru Zhang, Walsman, Aaron +9 · 1 citation
    Engineering · Computer Science · Earth and Planetary Sciences · #Robot Manipulation and Learning #Multimodal Machine Learning Applications #3D Surveying and Cultural Heritage
  60. Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation
    2025/04/25 by Shivam Duggal, Duggal, Shivam, Yushi Hu +17 · 3 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Interactive and Immersive Displays #Computer Graphics and Visualization Techniques
  61. RangeAugment: Efficient Online Augmentation with Range Learning
    2022/12/20 by Sachin Mehta, Mehta, Sachin, Saeid Naderiparizi +13 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  62. Convergent Functions, Divergent Forms
    2025/05/27 by Hyeonseong Jeon, Ainaz Eftekhar, Jeon, Hyeonseong +9 · 3 citations
    Computer Science · Engineering · #Biomimetic flight and propulsion mechanisms #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  63. Load Balancing Mixture of Experts with Similarity Preserving Routers
    2025/06/16 by Nabil Omi, Siddhartha Sen, Omi, Nabil +3 · 2 citations
    Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)