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Tuzel, Oncel

  1. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
    2024/10/07 by Iman Mirzadeh, Mirzadeh, Iman, Keivan Alizadeh +9 · 69 voices · 179 citations
    Computer Science · #Natural Language Processing Techniques
  2. Learning from Simulated and Unsupervised Images through Adversarial\n Training
    2016/12/22 by Ashish Shrivastava, Shrivastava, Ashish, Tomas Pfister +10 · 2 voices · 19 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  3. VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
    2017/11/17 by Yin Zhou, Oncel Tuzel, Zhou, Yin +1 · 1 voice · 123 citations
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization #cs.CV
  4. ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
    2023/10/06 by Iman Mirzadeh, Keivan Alizadeh, Mirzadeh, Iman +14 · 1 voice · 15 citations
    Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
  5. FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
    2023/03/24 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, James Gabriel +7 · 30 citations
    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
  6. NeuMan: Neural Human Radiance Field from a Single Video
    2022/03/23 by Wei Jiang, Kwang Moo Yi, Jiang, Wei +7 · 22 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  7. HUGS: Human Gaussian Splats
    2023/11/29 by Muhammed Kocabas, Kocabas, Muhammed, Jen-Hao Rick Chang +7 · 25 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition
  8. CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
    2024/04/24 by Sachin Mehta, Mehta, Sachin, Maxwell Horton +13 · 1 voice · 2 citations
    Computer Science · #Handwritten Text Recognition Techniques
  9. SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
    2023/10/23 by Haoxiang Wang, Wang, Haoxiang, Pavan Kumar Anasosalu Vasu +15 · 23 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 #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  10. MobileOne: An Improved One millisecond Mobile Backbone
    2022/06/08 by Pavan Kumar Anasosalu Vasu, James Gabriel, Vasu, Pavan Kumar Anasosalu +7 · 15 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #IoT and Edge/Fog Computing
  11. MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
    2023/11/28 by Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Vasu, Pavan Kumar Anasosalu +7 · 20 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  12. Coupled Generative Adversarial Networks
    2016/06/24 by Ming-Yu Liu, Liu, Ming-Yu, Oncel Tuzel +1 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  13. FastVLM: Efficient Vision Encoding for Vision Language Models
    2024/12/17 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, Fartash Faghri +19 · 27 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  14. Subject-Aware Contrastive Learning for Biosignals
    2020/06/30 by Joseph Y. Cheng, Hanlin Goh, Cheng, Joseph Y. +7 · 8 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Muscle activation and electromyography studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
    2024/05/21 by Pouransari, Hadi, Li, Chun-Liang, Chang, Jen-Hao Rick +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Forward Compatible Training for Large-Scale Embedding Retrieval Systems
    2021/12/06 by Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ramanujan, Vivek +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
  17. VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON
    2023/06/13 by Haoping Bai, Bai, Haoping, Shancong Mou +15 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
  18. TiC-CLIP: Continual Training of CLIP Models
    2023/10/24 by Saurabh Garg, Mehrdad Farajtabar, Garg, Saurabh +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  19. Pointersect: Neural Rendering with Cloud-Ray Intersection
    2023/04/24 by Chang, Jen-Hao Rick, Chen, Wei-Yu, Ranjan, Anurag +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  20. Pretraining with hierarchical memories: separating long-tail and common knowledge
    2025/09/29 by Hadi Pouransari, Pouransari, Hadi, David Grangier +8 · 3 voices · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #cs.AI #cs.CL #cs.LG
  21. Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications
    2023/11/30 by Karren Yang, Anurag Ranjan, Yang, Karren D. +7 · 4 citations
    Computer Science · Medicine · #Face recognition and analysis #Speech and Audio Processing #Facial Nerve Paralysis Treatment and Research
  22. FastFill: Efficient Compatible Model Update
    2023/03/08 by Florian Jaeckle, Fartash Faghri, Jaeckle, Florian +7 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  23. Least squares binary quantization of neural networks
    2020/01/09 by Pouransari, Hadi, Tu, Zhucheng, Tuzel, Oncel · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  24. Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis
    2020/03/09 by Hu, Ting-Yao, Shrivastava, Ashish, Tuzel, Oncel +1 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  25. Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement
    2023/03/15 by Faghri, Fartash, Pouransari, Hadi, Mehta, Sachin +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations
    2022/10/08 by Elan Rosenfeld, Rosenfeld, Elan, Preetum Nakkiran +7 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  27. Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis
    2023/03/27 by Karren Yang, Ting-Yao Hu, Yang, Karren +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  28. Weight subcloning: direct initialization of transformers using larger pretrained ones
    2023/12/14 by Samragh, Mohammad, Farajtabar, Mehrdad, Mehta, Sachin +5 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models
    2023/09/18 by Su, Hsuan, Hu, Ting-Yao, Koppula, Hema Swetha +5 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  30. Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization
    2025/02/24 by Lu, Yen-Ju, Hu, Ting-Yao, Koppula, Hema Swetha +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Novel-View Acoustic Synthesis from 3D Reconstructed Rooms
    2023/10/23 by Byeongjoo Ahn, Karren Yang, Ahn, Byeongjoo +13 · 2 citations
    Computer Science · Neuroscience · #Speech and Audio Processing #Music and Audio Processing #Hearing Loss and Rehabilitation
  32. Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models
    2023/11/30 by Vemulapalli, Raviteja, Pouransari, Hadi, Faghri, Fartash +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Deep Hierarchical Parsing for Semantic Segmentation
    2015/03/09 by Abhishek Sharma, Oncel Tuzel, Sharma, Abhishek +3 · 1 citation
    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
  34. Optimize what matters: Training DNN-HMM Keyword Spotting Model Using End Metric
    2020/11/02 by Shrivastava, Ashish, Kundu, Arnav, Dhir, Chandra +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  35. MUSCLE: A Model Update Strategy for Compatible LLM Evolution
    2024/07/12 by Echterhoff, Jessica, Faghri, Fartash, Vemulapalli, Raviteja +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  36. Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models
    2021/10/06 by Jen-Hao Rick Chang, Chang, Jen-Hao Rick, Ashish Shrivastava +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  37. Synt++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition
    2021/10/21 by Ting-Yao Hu, Hu, Ting-Yao, Mohammadreza Armandpour +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  38. 3D Shape Tokenization via Latent Flow Matching
    2024/12/20 by Chang, Jen-Hao Rick, Wang, Yuyang, Martin, Miguel Angel Bautista +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  39. 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
  40. Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
    2024/07/09 by Yu-Guan Hsieh, Hsieh, Yu-Guan, Cheng-Yu Hsieh +17 · 2 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  41. Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization
    2024/10/24 by Shancong Mou, Raviteja Vemulapalli, Mou, Shancong +19 · 2 citations
    Engineering · #Industrial Vision Systems and Defect Detection #Manufacturing Process and Optimization #Advanced Surface Polishing Techniques
  42. TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
    2025/04/02 by Jeffrey Li, Mohammadreza Armandpour, Li, Jeffrey +19 · 2 citations
    Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques
  43. FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations
    2025/04/11 by Cheng-Yu Hsieh, Pavan Kumar Anasosalu Vasu, Hsieh, Cheng-Yu +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  44. MobileCLIP2: Improving Multi-Modal Reinforced Training
    2025/08/28 by Fartash Faghri, Faghri, Fartash, Pavan Kumar Anasosalu Vasu +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Learning in Education
  45. CLIP with Quality Captions: A Strong Pretraining for Vision Tasks
    2024/05/14 by Vasu, Pavan Kumar Anasosalu, Pouransari, Hadi, Faghri, Fartash +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)