Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
Repositories
lucidrains repositories
Causal Attention with Lookahead Keys
Config files for my GitHub profile.
Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch
Implementation of LVSM, SOTA Large View Synthesis with Minimal 3d Inductive Bias, from Adobe Research
Implementation of MagViT2 Tokenizer in Pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
Implementation of Marge, Pre-training via Paraphrasing, in Pytorch
Implementation of the proposed MaskBit from Bytedance AI
Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space
A repository to house some personal attempts to beat some state-of-the-art for medical datasets
PyTorch Framework for Developing Memory Efficient Deep Invertible Networks
Implementation of Memformer, a Memory-augmented Transformer, in Pytorch
A simple numpy memmap replay buffer for RL and personal use-cases
Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch
Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"
My explorations into editing the knowledge and memories of an attention network
Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
A variant of Transformer-XL where the memory is updated not with a queue, but with attention