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Lake Lee's Projects

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

difftalk icon difftalk

[CVPR2023] The implementation for "DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation"

fft-conv-pytorch icon fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

hdtf icon hdtf

the dataset and code for "Flow-guided One-shot Talking Face Generation with a High-resolution Audio-visual Dataset"

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

numpy icon numpy

The fundamental package for scientific computing with Python.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

sdedit icon sdedit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

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