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adaptformer

Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-open-vocabulary-object-detection

A curated list of papers, datasets and resources pertaining to open vocabulary object detection.

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bayesian_neural_network_papers

Papers for Bayesian-NN

big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

clip

Contrastive Language-Image Pretraining

colossalai

Making large AI models cheaper, faster and more accessible

composed_image_retrieval

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

coop

Prompt Learning for Vision-Language Models

cream

This is a collection of our NAS and Vision Transformer work.

dcq

[CVPR21] Dynamic Class Queue for Large Scale Face Recognition in the Wild

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepspeedexamples

Example models using DeepSpeed

deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

deit

Official DeiT repository

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

diffusiondet

PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dist_kd

Official implementation of paper "Knowledge Distillation from A Stronger Teacher"

dynamickd

Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"

fastformers

FastFormers - highly efficient transformer models for NLU

fgd

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

fskd

gligen

Open-Set Grounded Text-to-Image Generation

glore

Global Reasoning module for visual recognition

gpt-3

GPT-3: Language Models are Few-Shot Learners