Shreyansh Singh

Latest

• Paper Summary #12 - Image Recaptioning in DALL-E 3
• Paper Summary #11 - Sora
• Optimized NN Inference using custom Triton kernels
• Paper Summary #10 - Gemini 1.5 Pro
• Solving Substitution Ciphers using Markov Chain Monte Carlo (MCMC)
• Flash Attention in Pytorch
• Paper Summary #9 - Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
• Paper Summary #8 - FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
• Academic Log | October-December 2022
• Academic Log | August/September 2022
• Paper Summary #7 - Efficient Transformers: A Survey
• Academic Log | June/July 2022
• ConvNeXt - Adversarial images generation
• Deploying Machine Learning models using GCP's Google AI Platform - A Detailed Tutorial
• Deploying Machine Learning models using AWS Lambda and Github Actions - A Detailed Tutorial
• PPML Series #3 - Federated Learning for Mobile Keyboard Prediction
• PPML Series #2 - Federated Optimization Algorithms - FedSGD and FedAvg
• PPML Series #1 - An introduction to Federated Learning
• MeTGAN: Memory efficient Tabular GAN for high cardinality categorical datasets
• CuRL: Coupled Representation Learning of Cards and Merchants to Detect Transaction Frauds
• ML Optimizers in JAX
• Paper Summary #6 - Language Models are Unsupervised Multitask Learners
• Paper Summary #5 - XLNet: Generalized Autoregressive Pretraining for Language Understanding
• Paper Summary #4 - BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Paper Summary #3 - Improving Language Understanding by Generative Pre-Training
• Paper Summary #2 - Deep contextualized word representations
• Paper Summary #1 - Attention Is All You Need
• Deep Learning in the Browser - Exploring TF.js, WebDNN and ONNX.js
• Quick tutorial to deploy your ML models using FastAPI and Docker
• Androids Encryption (Crypto) - Pwn2Win CTF 2020
• MalwareTech's VM1 Reversing Challenge
• hxp 36C3 CTF Writeups
• watevrCTF 2019 Writeups (Mainly Rev and Pwn)
• Privacy-preserving Deep Learning for Medical Image Classification
• Network Intrusion Detection in an Adversarial setting
• Linux Malware detection using Machine Learning
• Multilingual Surface Realization for NLG
• IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation
• NeverLAN CTF 2018 Writeups
• Review Opinion Diversificatio­n
• Worldlink - Social Networking Website