Shankar Krishnan

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 20

Top Topics

Training Algorithm

Bilateral Filtering

Convex Constraints

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Veh. Technol.

Publications

Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar
Efficient Training of Language Models using Few-Shot Learning. ICML (2023)
George E. Dahl, Frank Schneider, Zachary Nado, Naman Agarwal, Chandramouli Shama Sastry, Philipp Hennig, Sourabh Medapati, Runa Eschenhagen, Priya Kasimbeg, Daniel Suo, Juhan Bae, Justin Gilmer, Abel L. Peirson, Bilal Khan, Rohan Anil, Mike Rabbat, Shankar Krishnan, Daniel Snider, Ehsan Amid, Kongtao Chen, Chris J. Maddison, Rakshith Vasudev, Michal Badura, Ankush Garg, Peter Mattson
Benchmarking Neural Network Training Algorithms. CoRR (2023)
Ramanujam Elagovan, Thinagaran Perumal, Shankar Krishnan
Fall Detection Systems at Night. Computer 56 (6) (2023)
Jeremy M. Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer
Adaptive Gradient Methods at the Edge of Stability. CoRR (2022)
Chulhee Yun, Shankar Krishnan, Hossein Mobahi
A unifying view on implicit bias in training linear neural networks. ICLR (2021)
Chulhee Yun, Shankar Krishnan, Hossein Mobahi
A Unifying View on Implicit Bias in Training Linear Neural Networks. CoRR (2020)
Saurabh Singh, Shankar Krishnan
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks. CVPR (2020)
Piotr Zielinski, Shankar Krishnan, Satrajit Chatterjee
Explaining Memorization and Generalization: A Large-Scale Study with Coherent Gradients. CoRR (2020)
Saurabh Singh, Shankar Krishnan
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks. CoRR (2019)
Behrooz Ghorbani, Shankar Krishnan, Ying Xiao
An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. CoRR (2019)
Behrooz Ghorbani, Shankar Krishnan, Ying Xiao
An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. ICML (2019)
Shankar Krishnan, Ying Xiao, Rif A. Saurous
Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. ICLR (Poster) (2018)
Shankar Krishnan, Ying Xiao, Rif A. Saurous
Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. CoRR (2017)
Shankar Krishnan, Harpreet S. Dhillon
Exact Characterization of Spatio-Temporal Joint Coverage Probability in Cellular Networks. WCNC (2017)
Shankar Krishnan, Harpreet S. Dhillon
Effect of User Mobility on the Performance of Device-to-Device Networks With Distributed Caching. IEEE Wirel. Commun. Lett. 6 (2) (2017)
Shankar Krishnan, Mehrnaz Afshang, Harpreet S. Dhillon
Effect of Retransmissions on Optimal Caching in Cache-Enabled Small Cell Networks. IEEE Trans. Veh. Technol. 66 (12) (2017)
Shankar Krishnan, Harpreet S. Dhillon
Spatio-Temporal Interference Correlation and Joint Coverage in Cellular Networks. IEEE Trans. Wirel. Commun. 16 (9) (2017)
Shankar Krishnan, Mehrnaz Afshang, Harpreet S. Dhillon
Effect of Retransmissions on Optimal Caching in Cache-enabled Small Cell Networks. CoRR (2016)
Shankar Krishnan, Harpreet S. Dhillon
Effect of User Mobility on the Performance of Device-to-Device Networks with Distributed Caching. CoRR (2016)
Shankar Krishnan, Harpreet S. Dhillon
Spatio-temporal Interference Correlation and Joint Coverage in Cellular Networks. CoRR (2016)
Shankar Krishnan, Harpreet S. Dhillon
Distributed caching in device-to-device networks: A stochastic geometry perspective. ACSSC (2015)
Emden R. Gansner, Yifan Hu, Shankar Krishnan
COAST: A Convex Optimization Approach to Stress-Based Embedding. CoRR (2013)
Emden R. Gansner, Yifan Hu, Shankar Krishnan
COAST: A Convex Optimization Approach to Stress-Based Embedding. Graph Drawing (2013)
Shankar Krishnan
Promoting interdisciplinary project-based learning to build the skill sets for research and development of medical devices in academia. EMBC (2013)
Shankar Krishnan, James T. Klosowski
Guided image upsampling using bitmap tracing. ICIP (2013)
Chao Tian, Shankar Krishnan
Accelerated Bilateral Filtering With Block Skipping. IEEE Signal Process. Lett. 20 (5) (2013)
Vaneet Aggarwal, Shankar Krishnan
Achieving Approximate Soft Clustering in Data Streams CoRR (2012)
Suhrid Balakrishnan, Rensheng Wang, Carlos Eduardo Scheidegger, Angus MacLellan, Yifan Hu, Aaron Archer, Shankar Krishnan, David L. Applegate, Guangqin Ma, S. Tom Au
Combining Predictors for Recommending Music: the False Positives' approach to KDD Cup track 2. KDD Cup (2012)
Marc Khoury, Yifan Hu, Shankar Krishnan, Carlos Eduardo Scheidegger
Drawing Large Graphs by Low-Rank Stress Majorization. Comput. Graph. Forum 31 (3pt1) (2012)
Ilie Talpasanu, Shankar Krishnan
Exoskeleton systems kinematics analysis with graph-matroid approach. CASE (2011)
Shankar Krishnan
Project-based learning with international collaboration for training biomedical engineers. EMBC (2011)
David L. Applegate, Tamraparni Dasu, Shankar Krishnan, Simon Urbanek
Unsupervised clustering of multidimensional distributions using earth mover distance. KDD (2011)
Tamraparni Dasu, Shankar Krishnan, Gina Maria Pomann
Robustness of Change Detection Algorithms. IDA (2011)
James T. Klosowski, Shankar Krishnan
Real-time image deconvolution on the GPU. Parallel Processing for Imaging Applications (2011)
Tamraparni Dasu, Shankar Krishnan, Dongyu Lin, Suresh Venkatasubramanian, Kevin Yi
Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams. IDA (2009)
Shankar Krishnan, Suresh Venkatasubramanian
Approximate shape matching and symmetry detection for 3D shapes with guaranteed error bounds. Shape Modeling International (2009)
Domhnaill Hernon, Todd Salamon, Roger Kempers, Shankar Krishnan, Alan Lyons, Marc Hodes, Paul Kolodner, John Mullins, Liam McGarry
Thermal management: Enabling enhanced functionality and reduced carbon footprint. Bell Labs Tech. J. 14 (3) (2009)
Aaron Archer, Shankar Krishnan
Importance Sampling via Load-Balanced Facility Location. IPCO (2008)
Shankar Krishnan, Pei Yean Lee, John B. Moore
Camera motion estimation via optimization-on-a-manifold. ICARCV (2008)
Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian
Optimisation-on-a-manifold for global registration of multiple 3D point sets. Int. J. Intell. Syst. Technol. Appl. 3 (3/4) (2007)
Gokul Varadhan, Young J. Kim, Shankar Krishnan, Dinesh Manocha
Topology Preserving Approximation of Free Configuration Space. ICRA (2006)
Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. Int. J. Robotics Res. 25 (11) (2006)
Gokul Varadhan, Shankar Krishnan, Liangjun Zhang, Dinesh Manocha
Reliable implicit surface polygonization using visibility mapping. Symposium on Geometry Processing (2006)
Nabil H. Mustafa, Shankar Krishnan, Gokul Varadhan, Suresh Venkatasubramanian
Dynamic simplification and visualization of large maps. Int. J. Geogr. Inf. Sci. 20 (3) (2006)
Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian
Hardware-Assisted Natural Neighbor Interpolation. ALENEX/ANALCO (2005)
Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. Int. J. Robotics Res. 24 (11) (2005)
Shankar Krishnan, Pei Yean Lee, John B. Moore, Suresh Venkatasubramanian
Global Registration of Multiple 3D Point Sets via Optimization-on-a-Manifold. Symposium on Geometry Processing (2005)
Jatin Chhugani, Budirijanto Purnomo, Shankar Krishnan, Jonathan D. Cohen, Suresh Venkatasubramanian, David S. Johnson, Subodh Kumar
vLOD: High-Fidelity Walkthrough of Large Virtual Environments. IEEE Trans. Vis. Comput. Graph. 11 (1) (2005)
Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
Topology Preserving Surface Extraction Using Adaptive Subdivision. Symposium on Geometry Processing (2004)
David S. Johnson, Shankar Krishnan, Jatin Chhugani, Subodh Kumar, Suresh Venkatasubramanian
Compressing Large Boolean Matrices using Reordering Techniques. VLDB (2004)
John Keyser, Tim Culver, Mark Foskey, Shankar Krishnan, Dinesh Manocha
ESOLID - a system for exact boundary evaluation. Comput. Aided Des. 36 (2) (2004)
Gokul Varadhan, Shankar Krishnan, T. V. N. Sriram, Dinesh Manocha
A Simple Algorithm for Complete Motion Planning of Translating Polyhedral Robots. WAFR (2004)
Tim Culver, John Keyser, Dinesh Manocha, Shankar Krishnan
A Hybrid Approach for Determinant Signs of Moderate-Sized Matrices. Int. J. Comput. Geom. Appl. 13 (5) (2003)
Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha, Suhas N. Diggavi
Efficient Max-Norm Distance Computation for Reliable Voxelization. Symposium on Geometry Processing (2003)
Pankaj K. Agarwal, Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian
Streaming Geometric Optimization Using Graphics Hardware. ESA (2003)
Gokul Varadhan, Shankar Krishnan, Young J. Kim, Dinesh Manocha
Feature-Sensitive Subdivision and Isosurface Reconstruction. IEEE Visualization (2003)
Sudipto Guha, Shankar Krishnan, Kamesh Munagala, Suresh Venkatasubramanian
Application of the two-sided depth test to CSG rendering. SI3D (2003)
Shankar Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian
Hardware-assisted computation of depth contours. SODA (2002)
M. Gopi, Shankar Krishnan
A Fast and Efficient Projection-Based Approach for Surface Reconstruction. SIBGRAPI (2002)
John Keyser, Tim Culver, Mark Foskey, Shankar Krishnan, Dinesh Manocha
ESOLID---A System for Exact Boundary Evaluation. Symposium on Solid Modeling and Applications (2002)
Shankar Krishnan, Mark Foskey, Tim Culver, John Keyser, Dinesh Manocha
PRECISE: efficient multiprecision evaluation of algebraic roots and predicates for reliable geometric computation. SCG (2001)
Nabil H. Mustafa, Eleftherios Koutsofios, Shankar Krishnan, Suresh Venkatasubramanian
Hardware-assisted view-dependent map simplification. SCG (2001)
Shankar Krishnan, Dinesh Manocha, M. Gopi, Tim Culver, John Keyser
BOOLE: A Boundary Evaluation System for Boolean Combinations of Sculptured Solids. Int. J. Comput. Geom. Appl. 11 (1) (2001)
Shankar Krishnan, Cláudio T. Silva, Bin Wei
A Hardware-Assisted Visibility-Ordering Algorithm With Applications To Volume Rendering. VisSym (2001)
Shankar Krishnan, Dinesh Manocha
Partitioning Trimmed Spline Surfaces into NonSelf-Occluding Regions for Visibility Computation. Graph. Model. 62 (4) (2000)
M. Gopi, Shankar Krishnan, Cláudio T. Silva
Surface Reconstruction Based on Lower Dimensional Localized Delaunay Triangulation. Comput. Graph. Forum 19 (3) (2000)
John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan
Efficient and exact manipulation of algebraic points and curves. Comput. Aided Des. 32 (11) (2000)
Bin Wei, Cláudio T. Silva, Eleftherios Koutsofios, Shankar Krishnan, Stephen C. North
Visualization Research with Large Displays. IEEE Computer Graphics and Applications 20 (4) (2000)
John Keyser, Shankar Krishnan, Dinesh Manocha
Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: I - representations. Comput. Aided Geom. Des. 16 (9) (1999)
John Keyser, Tim Culver, Dinesh Manocha, Shankar Krishnan
MAPC: A Library for Efficient and Exact Manipulation of Algebraic Points and Curves. SCG (1999)
John Keyser, Shankar Krishnan, Dinesh Manocha
Efficient and accurate B-rep generation of low degree sculptured solids using exact arithmetic: II - computation. Comput. Aided Geom. Des. 16 (9) (1999)
Shankar Krishnan, M. Gopi, Ming C. Lin, Dinesh Manocha, A. Pattekar
Rapid and Accurate Contact Determination between Spline Models using ShellTrees. Comput. Graph. Forum 17 (3) (1998)
Dinesh Manocha, Shankar Krishnan
Algebraic pruning: a fast technique for curve and surface intersection. Comput. Aided Geom. Des. 14 (9) (1997)
Shankar Krishnan, M. Gopi, Dinesh Manocha, Mark R. Mine
Interactive Boundary Computation of Boolean Combinations of Sculptured Solids. Comput. Graph. Forum 16 (3) (1997)
John Keyser, Shankar Krishnan, Dinesh Manocha
Efficient and Accurate B-rep Generation of Low Degree Sculptured Solids Using Exact Arithmetic. Symposium on Solid Modeling and Applications (1997)
Shankar Krishnan, Dinesh Manocha
An Efficient Surface Intersection Algorithm Based on Lower-Dimensional Formulation. ACM Trans. Graph. 16 (1) (1997)
Shankar Krishnan, Dinesh Manocha
Algebraic Loop Detection & Evaluation Algorithms for Curve & Surface Interrogations. Graphics Interface (1996)
Dinesh Manocha, Shankar Krishnan
Solving algebraic systems using matrix computations. SIGSAM Bull. 30 (4) (1996)
Subodh Kumar, Shankar Krishnan, Dinesh Manocha
Interactive display of large solid models for walkthroughs. IEEE Computer Graphics and Applications 16 (2) (1996)
Shankar Krishnan, Dinesh Manocha
Numeric-Symbolic Algorithms for Evaluating One-Dimensional Algebraic Sets. ISSAC (1995)
Shankar Krishnan, Atul Narkhede, Dinesh Manocha
Representation and Computation of Boolean Combinations of Sculptured Models. SCG (1995)