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D3LAB tube

Welcome! This repository uploads files of 📺 D3LAB youtube channel.

Playlists

📖 Title 📎 Playlist
Blockchain Link
Artificial Intelligence Link
Generative Adversarial Networks Link
Federated Learning Link
Blockchain Scalability Link
Zero Knowledge Protocols Link
DeFi Link

Contents

📖 Title 📺 Videos 💾 Files 📌 Category
What is Blockchain: Transaction Link Download Blockchain
What is Blockchain: Block and Chain Link / Full Download Blockchain
GAN: Like I'm Five Link 1 / 2 AI / GAN
Blockchain Nodes and Assumptions Link / Full Download Blockchain
Improved GAN: CGAN and WGAN Link Download AI / GAN
Overview of Blockchain Scalability Link / Full Download Blockchain / Scalability
Visualizing Loss Function Link / Full Download AI
Off-chain Transactions: Channels 1 / 2 / 3 / 1-Full / 2-Full 1 / 2 / 3 Blockchain / Scalability
WGAN and WGAN-GP A-to-Z 1 / 2 / Full 1 / 2 AI / GAN
ASIC-resistant PoW, ETHASH Link / Full Download Blockchain
Improved GAN: LSGAN and ACGAN Link / Full Download AI / GAN
Watch your Up-Convolution Link / Full Download AI
Zero-Knowledge Protocols Link / Full Download Blockchain / ZK
GradVis: Visualization Loss Landscape with Second Order Infos Link Download AI
Commit-chains Link / Full Download Blockchain / Scalability
Adaptive Optimizers in Federated Learning 1 / 2 / Full Download AI / FL
Semi-layer-2 Protocols 1 / 2 / Full Download Blockchain / Scalability
Federated Learning with Matched Averaging 1 / 2 1 / 2 AI / FL
Decreasing Scalability & Functionality Escape Velocity Link 1 / 2 Blockchain / Scalability
Blockchain Data Availability Link Download Blockchain / Scalability
InfoGAN Link Download AI / GAN
Blockchain Fraud Proofs Link Download Blockchain / Scalability
Generalized Byzantine-torelant SGD Link Download AI / FL
Overview of Federated Learning Research Link 1 / Full AI / FL
From ZKP to Bulletproofs Workshop / 1 / 2 / 3 Full / 1 / 2 / 3 Blockchain / ZK
FedMD: FL via Model Distillation Link Download AI / FL
SGAN: Stacked GAN Link Download AI / GAN
CAT2VEC: Categories to Vector Link Download AI
Knowledge Distillation Link Download AI
Average Top-k Loss Link Download AI
Data Distillation Link Download AI
Uniswap Protocol 1 / 2 Download Blockchain / DeFi
Quadratic Voting Link Download Blockchain
FoolsGold: Sybil Attack in Federated Learning 1 / 2 Download AI / FL
BlockFLow: Federated Learning based-on Blockchain 1 / 2 / 3 Download Blockchain / AI / FL
Probabilistic Quadratic Voting Link Download Blockchain
BAFFLE: BLockchain-based Aggregator-free Federated Learning Link Download Blockchain / AI / FL
Eth2Vec: Code Representation on Ethereum Smart Contract Link Download Blockchain / AI
Fedcoin: A Peer-to-peer Payment System for Federated Learning 1 / 2 Download Blockchain / AI / FL
FedGKT: Federated Group Knowledge Transfer Link Download AI / FL
Selective Deletion in a Blockchain Link Download Blockchain
Empirical Analysis of EIP-1559: Transaction Fees, Waiting Time, and Consensus Security Link Download Blockchain

Useful External Links

Question

Click here to visit issue tab.

Please feel free to ask me if you have any questions.

Contact

📧 d3lab.dao@gmail.com