CV

Education

• B.S. in GitHub, GitHub University, 2012
• M.S. in Jekyll, GitHub University, 2014
• Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

IS-CAM: Integrated Score-CAM for axiomatic-based explanations

XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches

Semi-Supervised Classification and Segmentation on High Resolution Aerial Images

Explainable Classification of Macular Degeneration Using Deep Learning

Fovea Segmentation Using Semi-Supervised Learning

Talks

#1 A Deep Multi-Modal Explanation Model for Zero-Shot Learning (XZSL)

June 13, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#2 Semi-Supervised Classification and Segmentation on High Resolution Aerial Images

June 20, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#3 XCiT: Cross-Covariance Image Transformers (Facebook AI)

June 23, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#5 CPC: Data-Efficient Image Recognition with Contrastive Predictive Coding

July 08, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#7 SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

July 18, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#8 On Tiny Episodic Memories in Continual Learning

July 25, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#9 StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

August 01, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#12 QANet: Combining Local Convolution With Global Self-Attention for Reading Comprehension

August 21, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#14 Self-Distillation: Towards Efficient and Compact Neural Networks

September 05, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#15 FLAN: Finetuned Language Models are Zero-Shot Learners (Google Research’s Paper Explained!)

September 12, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

#16 BLC: Background Learnable Cascade for Zero-Shot Object Detection

October 02, 2021

Research Paper Explanation Video at YouTube, channel - Sahil Khose

Teaching

Service and leadership

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