61 citations · 62 across the 8 of their papers we have counts for
10 papers
Do Vision Model See Like the Brain? A Comparison Across EEG Encoding Model
Shashank Baghel, Kshitij Dwivedi, Dinesh Singh +1
Convolutional neural networks (CNNs) and vision transformers are both used to model the human visual system, but whether the two architectures diverge at a specific point in networ…
Cranio-Diff: Diffusion-based Cross-domain Craniofacial Reconstruction with 2D X-ray Skull Guidance and Structural Identity Constraints
Ravi Shankar Prasad, Naresh Gurjar, Shashank Baghel +2
The state-of-the-art generative models, such as CycleGAN, Pix2Pix, and diffusion models have demonstrated remarkable performance in the face generation task. However, they fail to…
SPOT-Face: Forensic Face Identification using Attention Guided Optimal Transport
Ravi Shankar Prasad, Dinesh Singh
Person identification in forensic investigations becomes very challenging when common identification means for DNA (i.e., hair strands, soft tissue) are not available. Current meth…
Cranio-ID: Graph-Based Craniofacial Identification via Automatic Landmark Annotation in 2D Multi-View X-rays
Ravi Shankar Prasad, Nandani Sharma, Dinesh Singh
In forensic craniofacial identification and in many biomedical applications, craniometric landmarks are important. Traditional methods for locating landmarks are time-consuming and…
FCR: Investigating Generative AI models for Forensic Craniofacial Reconstruction
Ravi Shankar Prasad, Dinesh Singh
Craniofacial reconstruction in forensics is one of the processes to identify victims of crime and natural disasters. Identifying an individual from their remains plays a crucial ro…
Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition
Nandani Sharma, Dinesh Singh
Facial expression recognition is crucial for human-computer interaction applications such as face animation, video surveillance, affective computing, medical analysis, etc. Since t…
Cross-Domain Identity Representation for Skull to Face Matching with Benchmark DataSet
Ravi Shankar Prasad, Dinesh Singh
Craniofacial reconstruction in forensic science is crucial for the identification of the victims of crimes and disasters. The objective is to map a given skull to its corresponding…
Nys-Newton: Nyström-Approximated Curvature for Stochastic Optimization
Dinesh Singh, Hardik Tankaria, Makoto Yamada
Second-order optimization methods are among the most widely used optimization approaches for convex optimization problems, and have recently been used to optimize non-convex optimi…
FsNet: Feature Selection Network on High-dimensional Biological Data
Dinesh Singh, Héctor Climente-González, Mathis Petrovich +2
Biological data including gene expression data are generally high-dimensional and require efficient, generalizable, and scalable machine-learning methods to discover their complex…
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks
Qiang Huang, Makoto Yamada, Yuan Tian +3
Graph structured data has wide applicability in various domains such as physics, chemistry, biology, computer vision, and social networks, to name a few. Recently, graph neural net…