Archive

2024 11

September 24Using Segment Anything 2 with Weights & Biases July 31Creating a customer support chatbot using Claude 3, Llamaindex and W&B Weave June 26Chain-of-thought, tree-of-thought, and graph-of-thought - Prompting techniques explained March 28A Brief Introduction to Prompt Tuning March 17Brief Introduction to P-Tuning February 21Introduction to Chebyshev Graph Convolutional Neural Networks February 21VICReg - Variance-Invariance-Covariance Regularization for Self Supervised Learning February 7Multi-Task Self Supervised Graph Representation Learning February 5A Brief Introduction to Graph Contrastive Learning February 4Multi-view Graph Representation Learning January 22Introduction to Graph Neural Networks

2023 11

December 27Graph Contrastive Learning December 24What is (AdaLoRA) Adaptive Budget Allocation for LoRA November 30What is QLoRA?November 25What Are Intrinsic Dimensions? The Secret Behind LoRA November 18A Brief Introduction to (LoRA) Low-Rank Adaptation of Large Language Models September 5A Brief Introduction to Mixture Model Networks (MoNet)September 1A Brief Introduction to Residual Gated Graph Convolutional Networks August 11An Introduction to GraphSAGE July 31What are Graph Isomorphism Networks?July 30An Introduction to Graph Attention Networks July 30An Introduction to Convolutional Graph Neural Networks

2022 5

July 30Writing a Training Loop in JAX + FLAX June 23How to Create a Image Classification Model in JAX/Flax May 17An Introduction to Message Passing Graph Neural Networks (GNNs)February 24Graph Neural Networks (GNNs) with Learnable Structural and Positional Representations February 2MLP-Mixer: An all-MLP Architecture for Vision

2021 5

November 29DINO - Emerging Properties in Self-Supervised Vision Transformers September 29What Do Compressed Deep Neural Networks Forget?August 5Feedforward Networks for Image Classification July 13Bringing Back MLPs July 8Fourier Transform in Neural Networks ??!!