Search Results for author: Shakti Kumar

Found 8 papers, 2 papers with code

Extended Feature Space-Based Automatic Melanoma Detection System

no code implementations10 Sep 2022 Shakti Kumar, Anuj Kumar

In recent years, the detection of melanoma using image processing techniques has become a dominant research field.

Specificity

GDC- Generalized Distribution Calibration for Few-Shot Learning

no code implementations11 Apr 2022 Shakti Kumar, Hussain Zaidi

Few shot learning is an important problem in machine learning as large labelled datasets take considerable time and effort to assemble.

Few-Shot Learning

Generalized Sampling Method for Few Shot Learning

no code implementations29 Sep 2021 Shakti Kumar, Hussain Asim Zaidi

Few shot learning is an important problem in machine learning as large labelled datasets take considerable time and effort to assemble.

Few-Shot Learning

Learning Robust Latent Representations for Controllable Speech Synthesis

no code implementations Findings (ACL) 2021 Shakti Kumar, Jithin Pradeep, Hussain Zaidi

State-of-the-art Variational Auto-Encoders (VAEs) for learning disentangled latent representations give impressive results in discovering features like pitch, pause duration, and accent in speech data, leading to highly controllable text-to-speech (TTS) synthesis.

Speech Synthesis

Adaptive Attention Span in Computer Vision

1 code implementation18 Apr 2020 Jerrod Parker, Shakti Kumar, Joe Roussy

Recent developments in Transformers for language modeling have opened new areas of research in computer vision.

Language Modelling object-detection +1

Adaptive Transformers in RL

1 code implementation8 Apr 2020 Shakti Kumar, Jerrod Parker, Panteha Naderian

In this work we first partially replicate the results shown in Stabilizing Transformers in RL on both reactive and memory based environments.

Partially Observable Reinforcement Learning reinforcement-learning +1

Routing in Wireless Mesh Networks: Two Soft Computing Based Approaches

no code implementations11 Jul 2013 Sharad Sharma, Shakti Kumar, Brahmjit Singh

Based upon this distance (cost) between two adjacent nodes we evaluate minimal shortest path that updates routing tables.

Vocal Bursts Valence Prediction

Soft Computing Framework for Routing in Wireless Mesh Networks: An Integrated Cost Function Approach

no code implementations11 Jul 2013 Shakti Kumar, Brahmjit Singh, Sharad Sharma

Dynamic behaviour of a WMN imposes stringent constraints on the routing policy of the network.

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