BigData

AndroidEnv - The Android Learning Environment

Github: https://github.com/deepmind/android_env

Paper: https://arxiv.org/abs/2105.13231v1

👉 @bigdata_1

EmotionFlow: Capture the Dialogue Level Emotion Transitions

Code: https://github.com/fpcsong/emotionflow

Paper: https://arxiv.org/abs/2204.10298v1

Dataset: https://paperswithcode.com/dataset/meld

👉 @bigdata_1

DensePhrases is an extractive phrase search tool based on your natural language inputs

Github: https://github.com/princeton-nlp/DensePhrases

Paper: https://arxiv.org/abs/2109.08133v1

Dataset: https://paperswithcode.com/dataset/squad

👉 @bigdata_1

OPT (Open Pre-trained Transformers) is a family of NLP models trained on billions of tokens of text obtained from the internet.

175B GPT-3

Github: https://github.com/facebookresearch/metaseq

Instructions: https://github.com/facebookresearch/metaseq/blob/main/docs/setup.md

Paper: https://arxiv.org/abs/2205.01068v2

Dataset: https://paperswithcode.com/dataset/superglue

👉 @bigdata_1

AliceMind: ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

Github: https://github.com/alibaba/AliceMind

Paper: https://arxiv.org/abs/2109.05687v1

Dataset: https://paperswithcode.com/dataset/glue

👉 @bigdata_1

MMRotate: A Rotated Object Detection Benchmark using Pytorch

Github: https://github.com/open-mmlab/mmrotate

Documentation: https://mmrotate.readthedocs.io/en/latest/

Paper: https://arxiv.org/abs/2204.13317v1

Dataset: https://paperswithcode.com/dataset/dota

👉 @bigdata_1

Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions

Github: https://github.com/aliannejadi/ClariQ

Paper: https://arxiv.org/abs/2109.05794v1

Dataset: https://paperswithcode.com/dataset/qulac

👉 @bigdata_1

Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)

Github: https://github.com/dvlab-research/focalsconv

Paper: https://arxiv.org/abs/2204.12463

Dataset: https://paperswithcode.com/dataset/nuscenes

👉 @bigdata_1

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Github: https://github.com/ifzhang/ByteTrack

Paper: https://arxiv.org/abs/2110.06864

Dataset: https://paperswithcode.com/dataset/motchallenge

👉 @bigdata_1

NEAT: Neural Attention Fields for End-to-End Autonomous Driving

Github: https://github.com/autonomousvision/neat

Paper: https://arxiv.org/abs/2109.04456v1

Dataset: https://paperswithcode.com/dataset/carla

👉 @bigdata_1

The pytorch re-implement of the official EfficientDet with SOTA performance in real time

Github: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

Paper: https://arxiv.org/abs/2105.12971v1

Tutorials: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch/blob/master/tutorial

👉 @bigdata_1

CTRL-C: Camera calibration TRansformer with Line-Classification

Github: https://github.com/jwlee-vcl/ctrl-c

Paper: https://arxiv.org/abs/2109.02259v1

Dataset: https://drive.google.com/file/d/1opDR_j-9y4TY82ZscBb-xYAoMkTocAOp/view

👉 @bigdata_1

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

human image dataset with over 230K samples capturing diverse poses and textures

Github: https://github.com/stylegan-human/stylegan-human

Demo video: https://youtu.be/nIrb9hwsdcI

Paper: https://arxiv.org/abs/2204.11823v1

Dataset: https://paperswithcode.com/dataset/market-1501

Colab: https://colab.research.google.com/drive/1sgxoDM55iM07FS54vz9ALg1XckiYA2On

👉 @bigdata_1

Efficient Person Search: An Anchor-Free Approach.

Github: https://github.com/daodaofr/AlignPS

Paper: https://arxiv.org/abs/2109.00211v1

Dataset: https://paperswithcode.com/dataset/cuhk-sysu

👉 @bigdata_1

Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval

Github: https://github.com/xiaoyuan1996/AMFMN

Paper: https://arxiv.org/abs/2204.09868v1

Dataset: https://paperswithcode.com/dataset/kitti

👉 @bigdata_1

Learning Neural Causal Models with Active Interventions

Github: https://github.com/nke001/causal_learning_unknown_interventions

Paper: https://arxiv.org/abs/2109.02429v1

👉 @bigdata_1

TorchSparse: Efficient Point Cloud Inference Engine

Github: https://github.com/mit-han-lab/torchsparse

Paper: https://arxiv.org/abs/2204.10319v1

Dataset: https://paperswithcode.com/dataset/nuscenes

Demo: https://paperswithcode.com/dataset/pipal-perceptual-iqa-dataset

👉 @bigdata_1

Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation

Github: https://github.com/lhryang/crl_egpg

Paper: https://arxiv.org/abs/2109.01484v1

👉 @bigdata_1

Deep Implicit Attention: A Mean-Field Theory Perspective on Attention Mechanisms

https://mcbal.github.io/post/deep-implicit-attention-a-mean-field-theory-perspective-on-attention-mechanisms/

👉 @bigdata_1

Simulating Fluids in Real-World Still Images

surface-based layered representation(SLR), which decomposes the fluid and the static objects in the scene, to better synthesize the animated videos from a single fluid imagе

Code: https://github.com/generalizable-neural-performer/gnr

Paper: http://arxiv.org/abs/2204.11335

Project: https://simulatingfluids.github.io/

👉 @bigdata_1