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Babu, R. Venkatesh

  1. Switching Convolutional Neural Network for Crowd Counting
    2017/08/01 by Deepak Babu Sam, Shiv Surya, Sam, Deepak Babu +3 · 1 voice · 6 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods #cs.CV
  2. A Closer Look at Smoothness in Domain Adversarial Training
    2022/06/16 by Harsh Rangwani, Rangwani, Harsh, Sumukh K Aithal +7 · 17 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #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)
  3. Fast Feature Fool: A data independent approach to universal adversarial\n perturbations
    2017/07/18 by Konda Reddy Mopuri, Mopuri, Konda Reddy, Utsav Garg +3 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs
    2017/12/20 by Prabhakar, K. Ram, Srikar, V. Sai, Babu, R. Venkatesh · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. FDA: Feature Disruptive Attack
    2019/09/10 by Ganeshan, Aditya, Vivek, B. S., Babu, R. Venkatesh · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
    2023/10/12 by Addepalli, Sravanti, Asokan, Ashish Ramayee, Sharma, Lakshay +1 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Data-free parameter pruning for Deep Neural Networks
    2015/07/22 by Srinivas, Suraj, Babu, R. Venkatesh · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. DeepFix: A Fully Convolutional Neural Network for predicting Human Eye\n Fixations
    2015/10/10 by Srinivas S S Kruthiventi, Kumar Ayush, Kruthiventi, Srinivas S. S. +3 · 4 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
  9. Towards Data-Free Model Stealing in a Hard Label Setting
    2022/04/23 by Sunandini Sanyal, Sravanti Addepalli, Sanyal, Sunandini +3 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  10. Balancing Act: Distribution-Guided Debiasing in Diffusion Models
    2024/02/28 by Parihar, Rishubh, Bhat, Abhijnya, Basu, Abhipsa +3 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Inspecting the Geographical Representativeness of Images from Text-to-Image Models
    2023/05/18 by Abhipsa Basu, R. Venkatesh Babu, Basu, Abhipsa +3 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  12. Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection
    2019/06/18 by Deepak Babu Sam, Sam, Deepak Babu, Skand Vishwanath Peri +7 · 5 citations
    Computer Science · Engineering · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
  13. BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN
    2018/12/06 by Jogendra Nath Kundu, Kundu, Jogendra Nath, Maharshi Gor +3 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  14. Universal Source-Free Domain Adaptation
    2020/04/09 by Kundu, Jogendra Nath, Venkat, Naveen, M, Rahul +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Completely Self-Supervised Crowd Counting via Distribution Matching
    2020/09/14 by Deepak Babu Sam, Abhinav Agarwalla, Sam, Deepak Babu +9 · 4 citations
    Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
  16. Training Sparse Neural Networks
    2016/11/21 by Suraj Srinivas, Srinivas, Suraj, Akshayvarun Subramanya +3 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  17. CrowdNet: A Deep Convolutional Network for Dense Crowd Counting
    2016/08/22 by Lokesh Boominathan, Boominathan, Lokesh, Srinivas S S Kruthiventi +3 · 7 citations
    Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
  18. 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image
    2018/07/20 by Mandikal, Priyanka, Navaneet, K L, Agarwal, Mayank +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Zero-Shot Knowledge Distillation in Deep Networks
    2019/05/20 by Gaurav Kumar Nayak, Nayak, Gaurav Kumar, Konda Reddy Mopuri +6 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  20. Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
    2023/08/27 by Sunandini Sanyal, Sanyal, Sunandini, Ashish Ramayee Asokan +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  21. Towards Inheritable Models for Open-Set Domain Adaptation
    2020/04/09 by Jogendra Nath Kundu, Naveen Venkat, Kundu, Jogendra Nath +7 · 3 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) #Machine Learning and ELM #Multimodal Machine Learning Applications
  22. Balancing Discriminability and Transferability for Source-Free Domain Adaptation
    2022/06/16 by Jogendra Nath Kundu, Kundu, Jogendra Nath, Akshay Kulkarni +11 · 3 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)
  23. Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations
    2018/01/24 by Mopuri, Konda Reddy, Ganeshan, Aditya, Babu, R. Venkatesh · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation
    2018/03/05 by Kundu, Jogendra Nath, Uppala, Phani Krishna, Pahuja, Anuj +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Top-Down Feedback for Crowd Counting Convolutional Neural Network
    2018/07/24 by Deepak Babu Sam, Sam, Deepak Babu, R. Venkatesh Babu +1 · 5 citations
    Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
  26. Efficient and Effective Augmentation Strategy for Adversarial Training
    2022/10/27 by Sravanti Addepalli, Addepalli, Sravanti, Samyak Jain +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
  27. Subsidiary Prototype Alignment for Universal Domain Adaptation
    2022/10/28 by Jogendra Nath Kundu, Kundu, Jogendra Nath, Suvaansh Bhambri +9 · 3 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
  28. UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation
    2019/08/11 by Kundu, Jogendra Nath, Lakkakula, Nishank, Babu, R. Venkatesh · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Your Classifier can Secretly Suffice Multi-Source Domain Adaptation
    2021/03/20 by Naveen Venkat, Venkat, Naveen, Jogendra Nath Kundu +6 · 5 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)
  30. DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
    2023/02/28 by Jain, Samyak, Addepalli, Sravanti, Sahu, Pawan +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image\n Synthesis
    2020/04/09 by Jogendra Nath Kundu, Kundu, Jogendra Nath, Siddharth Seth +9 · 2 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Vision and Imaging #Video Surveillance and Tracking Methods
  32. Towards Achieving Adversarial Robustness by Enforcing Feature\n Consistency Across Bit Planes
    2020/04/01 by Sravanti Addepalli, Addepalli, Sravanti, B. S. Vivek +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Learning to Count in the Crowd from Limited Labeled Data
    2020/07/07 by Sindagi, Vishwanath A., Yasarla, Rajeev, Babu, Deepak Sam +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses
    2020/11/30 by Gaurang Sriramanan, Sriramanan, Gaurang, Sravanti Addepalli +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  35. Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
    2022/12/28 by Rangwani, Harsh, Aithal, Sumukh K, Mishra, Mayank +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Expresso : A user-friendly GUI for Designing, Training and Exploring Convolutional Neural Networks
    2015/05/25 by Ravi Kiran Sarvadevabhatla, Sarvadevabhatla, Ravi Kiran, R. Venkatesh Babu +1 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computational Physics and Python Applications #Anomaly Detection Techniques and Applications
  37. Attribute-Graph: A Graph based approach to Image Ranking
    2015/09/22 by Prabhu, Nikita, Babu, R. Venkatesh · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Compensating for Large In-Plane Rotations in Natural Images
    2016/11/17 by Boominathan, Lokesh, Srinivas, Suraj, Babu, R. Venkatesh · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using\n Multi-Task Hierarchical Deep Networks
    2017/09/05 by Ravi Kiran Sarvadevabhatla, Sarvadevabhatla, Ravi Kiran, Isht Dwivedi +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  40. NAG: Network for Adversary Generation
    2017/12/09 by Mopuri, Konda Reddy, Ojha, Utkarsh, Garg, Utsav +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. Unsupervised Feature Learning of Human Actions as Trajectories in Pose\n Embedding Manifold
    2018/12/06 by Jogendra Nath Kundu, Maharshi Gor, Kundu, Jogendra Nath +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
  42. Class-Incremental Domain Adaptation
    2020/08/04 by Kundu, Jogendra Nath, Venkatesh, Rahul Mysore, Venkat, Naveen +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. Adversarial Fooling Beyond "Flipping the Label"
    2020/04/27 by Mopuri, Konda Reddy, Shaj, Vaisakh, Babu, R. Venkatesh · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation
    2020/06/24 by Kundu, Jogendra Nath, Seth, Siddharth, M, Rahul +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Appearance Consensus Driven Self-Supervised Human Mesh Recovery
    2020/08/04 by Kundu, Jogendra Nath, Rakesh, Mugalodi, Jampani, Varun +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Class Balancing GAN with a Classifier in the Loop
    2021/06/17 by Rangwani, Harsh, Mopuri, Konda Reddy, Babu, R. Venkatesh · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control
    2024/07/24 by Parihar, Rishubh, VS, Sachidanand, Mani, Sabariswaran +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery
    2022/04/04 by Rakesh, Mugalodi, Kundu, Jogendra Nath, Jampani, Varun +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation
    2022/03/29 by Kundu, Jogendra Nath, Seth, Siddharth, YM, Pradyumna +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Improving GANs for Long-Tailed Data through Group Spectral Regularization
    2022/08/21 by Rangwani, Harsh, Jaswani, Naman, Karmali, Tejan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  51. DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
    2024/04/03 by Rangwani, Harsh, Mondal, Pradipto, Mishra, Mayank +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. Text2Place: Affordance-aware Text Guided Human Placement
    2024/07/22 by Rishubh Parihar, Parihar, Rishubh, Harsh K. Gupta +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  53. Compass Control: Multi Object Orientation Control for Text-to-Image Generation
    2025/04/09 by Parihar, Rishubh, Agrawal, Vaibhav, VS, Sachidanand +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences