research
∙
03/28/2022
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars
A promising direction for recovering the lost information in low-resolut...
share
research
∙
01/13/2022
FARSI: Facebook AR System Investigator for Agile Domain-Specific System-on-Chip Exploration
Domain-specific SoCs (DSSoCs) are attractive solutions for domains with ...
research
∙
12/29/2021
Application of Hierarchical Temporal Memory Theory for Document Categorization
The current work intends to study the performance of the Hierarchical Te...
research
∙
12/22/2021
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images
A practical eye authentication (EA) system targeted for edge devices nee...
research
∙
11/17/2021
A Hitting Set Relaxation for k-Server and an Extension to Time-Windows
We study the k-server problem with time-windows. In this problem, each r...
research
∙
11/11/2021
Online Discrepancy with Recourse for Vectors and Graphs
The vector-balancing problem is a fundamental problem in discrepancy the...
research
∙
07/13/2021
Bag-of-Tasks Scheduling on Related Machines
We consider online scheduling to minimize weighted completion time on re...
research
∙
12/08/2020
Algorithms for finding k in k-means
k-means Clustering requires as input the exact value of k, the number of...
research
∙
12/03/2020
EVRNet: Efficient Video Restoration on Edge Devices
Video transmission applications (e.g., conferencing) are gaining momentu...
research
∙
10/29/2020
Manufacturing Process Optimization using Statistical Methodologies
Response Surface Methodology (RSM) introduced in the paper (Box Wils...
research
∙
07/23/2020
FPT Approximation for Constrained Metric k-Median/Means
The Metric k-median problem over a metric space (𝒳, d) is defined as fol...
research
∙
07/21/2020
Online Carpooling using Expander Decompositions
We consider the online carpooling problem: given n vertices, a sequence ...
research
∙
06/17/2020
Caching with Time Windows and Delays
We consider two generalizations of the classical weighted paging problem...
research
∙
03/09/2020
Integrating Acting, Planning and Learning in Hierarchical Operational Models
We present new planning and learning algorithms for RAE, the Refinement ...
research
∙
02/25/2020
Stochastic Makespan Minimization in Structured Set Systems
We study stochastic combinatorial optimization problems where the object...
research
∙
01/24/2020
Advaita: Bug Duplicity Detection System
Bugs are prevalent in software development. To improve software quality,...
research
∙
09/25/2019
Streaming PTAS for Binary ℓ_0-Low Rank Approximation
We give a 3-pass, polylog-space streaming PTAS for the constrained binar...
research
∙
09/16/2019
Multiplicative Rank-1 Approximation using Length-Squared Sampling
We show that the span of Ω(1/ε^4) rows of any matrix A ⊂R^n × d sampled ...
research
∙
09/16/2019
Streaming PTAS for Constrained k-Means
We generalise the results of Bhattacharya et al. (Journal of Computing S...
research
∙
07/30/2019
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning
Landmark detection algorithms trained on high resolution images perform ...
research
∙
05/09/2019
A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification
In recent years, attention models have been extensively used for person ...
research
∙
05/06/2019
Non-clairvoyant Precedence Constrained Scheduling
We consider the online problem of scheduling jobs on identical machines,...
research
∙
04/28/2019
Tight FPT Approximations for k-Median and k-Means
We investigate the fine-grained complexity of approximating the classica...
research
∙
04/24/2019
Reoptimization of Path Vertex Cover Problem
Most optimization problems are notoriously hard. Considerable efforts mu...
research
∙
04/15/2019
Stochastic Load Balancing on Unrelated Machines
We consider the problem of makespan minimization on unrelated machines w...
research
∙
05/24/2018
Non-Preemptive Flow-Time Minimization via Rejections
We consider the online problem of minimizing weighted flow-time on unrel...
research
∙
02/21/2018
Constant Factor Approximation Algorithm for Weighted Flow Time on a Single Machine in Pseudo-polynomial time
In the weighted flow-time problem on a single machine, we are given a se...
research
∙
02/19/2018
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment
Heatmap regression has been used for landmark localization for quite a w...
research
∙
11/06/2017
Fully-Dynamic Bin Packing with Limited Repacking
We consider the bin packing problem in a fully-dynamic setting, where ne...
research
∙
04/28/2017
Intelligent Personal Assistant with Knowledge Navigation
An Intelligent Personal Agent (IPA) is an agent that has the purpose of ...
research
∙
04/06/2017
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection
Recently, Deep Convolution Networks (DCNNs) have been applied to the tas...
research
∙
02/02/2016
Head Pose Estimation of Occluded Faces using Regularized Regression
This paper presents regression methods for estimation of head pose from ...
research
∙
01/29/2016
Face Alignment by Local Deep Descriptor Regression
We present an algorithm for extracting key-point descriptors using deep ...
research
∙
01/28/2016
