Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

nvlabs/instant-ngp 16 Jan 2022

Neural graphics primitives, parameterized by fully connected neural networks, can be costly to train and evaluate.

Neural Radiance Caching

2,120
0.40 stars / hour

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement

cvg/pixel-perfect-sfm ICCV 2021

Finding local features that are repeatable across multiple views is a cornerstone of sparse 3D reconstruction.

3D Reconstruction

474
0.39 stars / hour

Masked Autoencoders Are Scalable Vision Learners

facebookresearch/mae 11 Nov 2021

Our MAE approach is simple: we mask random patches of the input image and reconstruct the missing pixels.

Domain Generalization Object Detection +3

2,352
0.37 stars / hour

Explaining in Style: Training a GAN to explain a classifier in StyleSpace

google/explaining-in-style ICCV 2021

A natural source for such attributes is the StyleSpace of StyleGAN, which is known to generate semantically meaningful dimensions in the image.

Image Classification

125
0.35 stars / hour

Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech

SungFeng-Huang/Meta-TTS 7 Nov 2021

On the one hand, speaker adaptation methods fine-tune a trained multi-speaker text-to-speech (TTS) model with few enrolled samples.

Meta-Learning Speech Synthesis

60
0.30 stars / hour

CoAtNet: Marrying Convolution and Attention for All Data Sizes

xmu-xiaoma666/External-Attention-pytorch NeurIPS 2021

Transformers have attracted increasing interests in computer vision, but they still fall behind state-of-the-art convolutional networks.

 Ranked #1 on Image Classification on ImageNet (using extra training data)

Image Classification

3,818
0.29 stars / hour

FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance

ai4finance-foundation/finrl-meta 13 Dec 2021

In this paper, we present a FinRL-Meta framework that builds a universe of market environments for data-driven financial reinforcement learning.

205
0.27 stars / hour

MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer

xmu-xiaoma666/External-Attention-pytorch 5 Oct 2021

In this paper, we ask the following question: is it possible to combine the strengths of CNNs and ViTs to build a light-weight and low latency network for mobile vision tasks?

Image Classification Object Detection

3,818
0.26 stars / hour

Time-Travel Rephotography

Time-Travel-Rephotography/Time-Travel-Rephotography.github.io 22 Dec 2020

Many historical people were only ever captured by old, faded, black and white photos, that are distorted due to the limitations of early cameras and the passage of time.

Colorization Denoising +1

147
0.26 stars / hour

PaddleRec

PaddlePaddle/PaddleRec WWW 2015

Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM,TiSAS,AutoFIS等,包含经典推荐系统数据集criteo 、movielens等

News Recommendation Recommendation Systems

2,088
0.23 stars / hour