Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk

anonno2/crosstalk-generation 2 Jul 2022

However, the humor aspect of natural language is relatively under-investigated, especially in the age of pre-trained language models.

Machine Translation Text Generation

66
0.48 stars / hour

Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

nvidiagameworks/kaolin-wisp 16 Jan 2022

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

3D Reconstruction 3D Shape Reconstruction +2

718
0.46 stars / hour

Collaborative Neural Rendering using Anime Character Sheets

megvii-research/conr 12 Jul 2022

Drawing images of characters with desired poses is an essential but laborious task in anime production.

Neural Rendering

388
0.45 stars / hour

Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios

bytedance/next-vit 12 Jul 2022

Then, Next Hybrid Strategy (NHS) is designed to stack NCB and NTB in an efficient hybrid paradigm, which boosts performance in various downstream tasks.

Image Classification

196
0.43 stars / hour

KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints

facebookresearch/KeypointNeRF 10 May 2022

In this work, we investigate common issues with existing spatial encodings and propose a simple yet highly effective approach to modeling high-fidelity volumetric humans from sparse views.

3D Face Reconstruction 3D Human Reconstruction +2

132
0.42 stars / hour

Deep Patch Visual Odometry

princeton-vl/dpvo 8 Aug 2022

We propose Deep Patch Visual Odometry (DPVO), a new deep learning system for monocular Visual Odometry (VO).

Monocular Visual Odometry

129
0.42 stars / hour

USB: A Unified Semi-supervised Learning Benchmark

microsoft/semi-supervised-learning 12 Aug 2022

Semi-supervised learning (SSL) improves model generalization by leveraging massive unlabeled data to augment limited labeled samples.

Natural Language Processing

19
0.33 stars / hour

Neural Density-Distance Fields

ueda0319/neddf 29 Jul 2022

However, it is difficult to achieve high localization performance by only density fields-based methods such as Neural Radiance Field (NeRF) since they do not provide density gradient in most empty regions.

Novel View Synthesis Visual Localization

128
0.33 stars / hour

DeepNet: Scaling Transformers to 1,000 Layers

facebookresearch/xformers 1 Mar 2022

In this paper, we propose a simple yet effective method to stabilize extremely deep Transformers.

Translation

900
0.33 stars / hour