Body Meshes as Points

Github: https://github.com/jfzhang95/BMP

Paper: https://arxiv.org/abs/2105.02467v1
👉 @bigdata_1

Chimera: Learning Shared Semantic Space for Speech-to-Text Translation (Nightly Version)

Github: https://github.com/Glaciohound/Chimera-SLT

Paper: https://arxiv.org/abs/2105.03095

👉 @bigdata_1

📄 Revisiting Mask-Head Architectures for Novel Class Instance Segmentation

https://ai.googleblog.com/2021/09/revisiting-mask-head-architectures-for.html

DeepMAC model: https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/deepmac.md

Paper: https://arxiv.org/abs/2104.00613

👉 @bigdata_1

⚽️ Advancing sports analytics through AI research

🔥 Deepmind blog : https://deepmind.com/blog/article/advancing-sports-analytics-through-ai

A Dataset and Benchmarks: https://soccer-net.org/

Dataset: https://github.com/statsbomb/open-data

Paper: https://sites.google.com/view/ijcai-aisa-2021/

👉 @bigdata_1

Simple Entity-Centric Questions Challenge Dense Retrievers

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

Paper: https://arxiv.org/abs/2109.08535v1

Dataset: https://paperswithcode.com/dataset/natural-questions

👉 @bigdata_1

Diffusion Models Beat GANs on Image Synthesis

Github: https://github.com/openai/guided-diffusion

Paper: https://arxiv.org/abs/2105.05233v1

👉 @bigdata_1

The Machine & Deep Learning Compendium Open Book

https://book.mlcompendium.com/

GitBook: https://github.com/orico/www.mlcompendium.com

👉 @bigdata_1

Self-Supervised Learning with Swin Transformers

Github: https://github.com/SwinTransformer/Transformer-SSL

Paper: https://arxiv.org/abs/2105.04553v2

👉 @bigdata_1

Dynamic Slimmable Network (DS-Net)

Github: https://github.com/M3DV/AlignShift

Paper: https://arxiv.org/abs/2109.10060v1

👉 @bigdata_1

A Large-Scale Benchmark for Food Image Segmentation

Github: https://github.com/XiongweiWu/FoodSeg-Benchmark

Paper: https://arxiv.org/abs/2105.05409v1

👉 @bigdata_1

Language Models are Few-shot Multilingual Learners

Github: https://github.com/gentaiscool/few-shot-lm

Paper: https://arxiv.org/abs/2109.07684v1

👉 @bigdata_1

EL-Attention: Memory Efficient Lossless Attention for Generation

Github: https://github.com/microsoft/fastseq

Paper: https://arxiv.org/abs/2105.04779v1

👉 @bigdata_1

CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research

CompilerGym is a library of easy to use and performant reinforcement learning environments for compiler tasks.

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

Documents: https://facebookresearch.github.io/CompilerGym/

Paper: https://arxiv.org/abs/2109.08267v1

👉 @bigdata_1

SyntheticFur Dataset Description

Gitgub: https://github.com/google-research-datasets/synthetic-fur

Paper: https://arxiv.org/abs/2105.06409

Video: https://youtu.be/5uraQu_5Tyg

👉 @bigdata_1

Building AI that can generate images of things it has never seen before

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

Facebook Ai: https://ai.facebook.com/blog/instance-conditioned-gans/

Documents: https://facebookresearch.github.io/CompilerGym/

Paper: https://arxiv.org/abs/2109.05070

👉 @bigdata_1

SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization

Github: https://github.com/Aaditya-Singh/SAFIN

Paper: https://arxiv.org/abs/2105.06129v1

👉 @bigdata_1

Don’t be Contradicted with Anything!CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System

Github: https://github.com/yizhen20133868/ci-tod

Paper: https://arxiv.org/abs/2109.11292v1

Dataset: https://paperswithcode.com/dataset/kvret-1

👉 @bigdata_1

GAN Prior Embedded Network for Blind Face Restoration in the Wild

Github: https://github.com/yangxy/GPEN

Paper: https://arxiv.org/abs/2105.06070v1

👉 @bigdata_1

Unseen Object Amodal Instance Segmentation (UOAIS)

Github: https://github.com/gist-ailab/uoais

Paper: https://arxiv.org/abs/2109.11103

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

Project: https://sites.google.com/view/uoais

👉 @bigdata_1

Rethinking "Batch" in BatchNorm

Github: https://github.com/facebookresearch/detectron2/tree/master/projects/Rethinking-BatchNorm

Paper: https://arxiv.org/abs/2105.07576

👉 @bigdata_1

AlphaRotate: A Rotation Detection Benchmark using TensorFlow

Github: https://github.com/yangxue0827/RotationDetection

Paper: https://arxiv.org/abs/2109.11906v1

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

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

👉 @bigdata_1