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Abhinav Shrivastava

  1. Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
    2017/07/10 by Chen Sun, Abhinav Shrivastava, Sun, Chen +5 · 3 voices · 36 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #cs.AI #cs.CV
  2. EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS
    2023/12/07 by Sharath Girish, Girish, Sharath, Kamal Gupta +3 · 40 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
  3. MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
    2024/04/08 by Bo He, He, Bo, Hengduo Li +13 · 44 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  4. NeRV: Neural Representations for Videos
    2021/10/26 by Hao Chen, Chen, Hao, Bo He +9 · 26 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
  5. ObjectFormer for Image Manipulation Detection and Localization
    2022/03/28 by Junke Wang, Zuxuan Wu, Wang, Junke +11 · 16 citations
    Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Generative Adversarial Networks and Image Synthesis
  6. Measuring Style Similarity in Diffusion Models
    2024/04/01 by Gowthami Somepalli, Anubhav Gupta, Somepalli, Gowthami +13 · 23 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
  7. Towards Discovery and Attribution of Open-world GAN Generated Images
    2021/05/10 by Sharath Girish, Saksham Suri, Girish, Sharath +4 · 9 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  8. HNeRV: A Hybrid Neural Representation for Videos
    2023/04/05 by Hao Chen, Matt Gwilliam, Chen, Hao +5 · 10 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
  9. Align and Attend: Multimodal Summarization with Dual Contrastive Losses
    2023/03/13 by Bo He, Jun Wang, He, Bo +9 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Video Analysis and Summarization
  10. Actor-Centric Relation Network
    2018/07/28 by Chen Sun, Abhinav Shrivastava, Sun, Chen +9 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  11. Diffusion Models Beat GANs on Image Classification
    2023/07/17 by Soumik Mukhopadhyay, Mukhopadhyay, Soumik, Matthew Gwilliam +13 · 7 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Image and Signal Denoising Methods
  12. Disentangling Visual Embeddings for Attributes and Objects
    2022/05/17 by Nirat Saini, Saini, Nirat, Khoi Pham +3 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  13. LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors
    2024/03/21 by Saksham Suri, Suri, Saksham, Matthew Walmer +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  14. A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
    2017/04/11 by Xiaolong Wang, Wang, Xiaolong, Abhinav Shrivastava +3 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Adversarial Robustness in Machine Learning
  15. MOST: Multiple Object localization with Self-supervised Transformers for object discovery
    2023/04/11 by Sai Saketh Rambhatla, Ishan Misra, Rambhatla, Sai Saketh +5 · 5 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
  16. Curriculum Manager for Source Selection in Multi-Source Domain Adaptation
    2020/07/02 by Luyu Yang, Yogesh Balaji, Yang, Luyu +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  17. Teaching Matters: Investigating the Role of Supervision in Vision Transformers
    2022/12/07 by Matthew Walmer, Saksham Suri, Walmer, Matthew +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  18. LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
    2024/10/28 by Hanyu Wang, Saksham Suri, Wang, Hanyu +7 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Human Motion and Animation
  19. NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling
    2022/12/30 by Shishira R Maiya, Maiya, Shishira R, Sharath Girish +15 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape\n Completion
    2019/04/17 by Tao Hu, Hu, Tao, Zhizhong Han +5 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. VeriGraph: Scene Graphs for Execution Verifiable Robot Planning
    2024/11/15 by Daniel Ekpo, Ekpo, Daniel, Mara Levy +8 · 5 citations
    Computer Science · Decision Sciences · #Robotic Path Planning Algorithms #Scientific Computing and Data Management #Software Testing and Debugging Techniques
  22. COVID-VTS: Fact Extraction and Verification on Short Video Platforms
    2023/02/15 by Fuxiao Liu, Liu, Fuxiao, Yaser Yacoob +3 · 3 citations
    Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM)
  23. Dual-Key Multimodal Backdoors for Visual Question Answering
    2021/12/14 by Matthew Walmer, Walmer, Matthew, Karan Sikka +7 · 2 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Viral Infections and Outbreaks Research
  24. Towards Scalable Neural Representation for Diverse Videos
    2023/03/24 by Bo He, He, Bo, Xitong Yang +15 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
  25. A Frequency Perspective of Adversarial Robustness
    2021/10/26 by Shishira R Maiya, Maiya, Shishira R, Max Ehrlich +9 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
  26. LEIA: Latent View-invariant Embeddings for Implicit 3D Articulation
    2024/09/10 by Archana Swaminathan, Swaminathan, Archana, Anubhav Gupta +9 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Human Pose and Action Recognition
  27. InVi: Object Insertion In Videos Using Off-the-Shelf Diffusion Models
    2024/07/15 by Nirat Saini, Saini, Nirat, Navaneeth Bodla +11 · 3 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Image and Video Retrieval Techniques
  28. Composing Object Relations and Attributes for Image-Text Matching
    2024/06/17 by Khoi Pham, Chuong Huynh, Pham, Khoi +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
  29. Chop & Learn: Recognizing and Generating Object-State Compositions
    2023/09/25 by Nirat Saini, Saini, Nirat, Hanyu Wang +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  30. Relational Action Forecasting
    2019/04/08 by Chen Sun, Abhinav Shrivastava, Sun, Chen +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  31. Deep Video Inpainting Detection
    2021/01/26 by Peng Zhou, Ning Yu, Zhou, Peng +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  32. Scalable Model Compression by Entropy Penalized Reparameterization
    2019/06/15 by Deniz Oktay, Johannes Ballé, Oktay, Deniz +5 · 2 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  33. Rethinking Pseudo Labels for Semi-Supervised Object Detection
    2021/06/01 by Hengduo Li, Li, Hengduo, Zuxuan Wu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  34. Watch and Learn: Semi-Supervised Learning of Object Detectors from\n Videos
    2015/05/21 by Ishan Misra, Abhinav Shrivastava, Misra, Ishan +3 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  35. What is Point Supervision Worth in Video Instance Segmentation?
    2024/04/01 by Shuaiyi Huang, De-An Huang, Huang, Shuaiyi +13 · 2 citations
    Computer Science · #Advanced Vision and Imaging
  36. FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views
    2023/03/25 by Vinoj Jayasundara, Amit Agrawal, Jayasundara, Vinoj +7 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Human Pose and Action Recognition #3D Shape Modeling and Analysis
  37. Fast Encoding and Decoding for Implicit Video Representation
    2024/09/28 by Hao Chen, Chen, Hao, Saining Xie +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Video Coding and Compression Technologies #Advanced Data Compression Techniques
  38. Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
    2023/12/13 by Gaurav Shrivastava, Ser-Nam Lim, Shrivastava, Gaurav +3 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  39. Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics
    2024/08/05 by Shishira R Maiya, Anubhav Gupta, Maiya, Shishira R +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  40. Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor
    2025/07/09 by Vatsal Agarwal, Matthew Gwilliam, Agarwal, Vatsal +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling