Publications (22)
A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams
Rushil Anirudh, Vinay Venkataraman, Karthikeyan Natesan Ramamurthy +1
Geometry of Deep Generative Models for Disentangled Representations
Ankita Shukla, Shagun Uppal, Sarthak Bhagat +2
Interactively Test Driving an Object Detector: Estimating Performance on Unlabeled Data
Rushil Anirudh, Pavan Turaga
Fast Integral Image Estimation at 1% measurement rate
Kuldeep Kulkarni, Pavan Turaga
An Optical Flow-Based Approach for Minimally-Divergent Velocimetry Data Interpolation
Berkay Kanberoglu, Dhritiman Das, Priya Nair +2
Diversity Promoting Online Sampling for Streaming Video Summarization
Rushil Anirudh, Ahnaf Masroor, Pavan Turaga
Rate-Adaptive Neural Networks for Spatial Multiplexers
Suhas Lohit, Rajhans Singh, Kuldeep Kulkarni +1
Compressive Light Field Reconstructions using Deep Learning
Mayank Gupta, Arjun Jauhari, Kuldeep Kulkarni +3
Learning Invariant Riemannian Geometric Representations Using Deep Nets
Suhas Lohit, Pavan Turaga
Persistent Homology of Attractors For Action Recognition
Vinay Venkataraman, Karthikeyan Natesan Ramamurthy, Pavan Turaga
Non-Parametric Priors For Generative Adversarial Networks
Rajhans Singh, Pavan Turaga, Suren Jayasuriya +2
Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning
Ankita Shukla, Sarthak Bhagat, Shagun Uppal +2
CS-VQA: Visual Question Answering with Compressively Sensed Images
Li-Chi Huang, Kuldeep Kulkarni, Anik Jha +3
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping
Suhas Lohit, Qiao Wang, Pavan Turaga
Geometry-based Adaptive Symbolic Approximation for Fast Sequence Matching on Manifolds
Rushil Anirudh, Pavan Turaga
Multiple Subspace Alignment Improves Domain Adaptation
Kowshik Thopalli, Rushil Anirudh, Jayaraman J. Thiagarajan +1
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images
Suhas Lohit, Kuldeep Kulkarni, Ronan Kerviche +2
Perturbation Robust Representations of Topological Persistence Diagrams
Anirudh Som, Kowshik Thopalli, Karthikeyan Natesan Ramamurthy +3
Elastic Functional Coding of Riemannian Trajectories
Rushil Anirudh, Pavan Turaga, Jingyong Su +1
Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference
Vinay Venkataraman, Pavan Turaga
ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements
Kuldeep Kulkarni, Suhas Lohit, Pavan Turaga +2
Reconstruction-free action inference from compressive imagers
Kuldeep Kulkarni, Pavan Turaga