assets/best_tasks.csv

area,task,hits
adversarial,adversarial attack,9
adversarial,adversarial defense,4
adversarial,backdoor attack,1
adversarial,adversarial text,1
audio,sound event localization and detection,3
audio,environmental sound classification,1
audio,audio tagging,1
audio,voice anti spoofing,0
computer-code,program induction,0
computer-code,learning to execute,0
computer-code,type prediction,0
computer-vision,person retrieval,10
computer-vision,optical character recognition,10
computer-vision,style transfer,10
computer-vision,action recognition,10
computer-vision,denoising,10
computer-vision,depth estimation,10
computer-vision,human object interaction detection,10
computer-vision,semantic segmentation,9
computer-vision,monocular depth estimation,8
computer-vision,instance segmentation,8
graphs,semantic segmentation,9
graphs,link prediction,7
graphs,graph attention,4
graphs,graph clustering,3
graphs,video inpainting,1
graphs,graph partitioning,1
graphs,graph regression,1
graphs,graph reconstruction,0
graphs,graph property prediction,0
graphs,graph learning,0
knowledge-base,link prediction,7
knowledge-base,entity alignment,1
knowledge-base,breast cancer detection,1
medical,medical image segmentation,5
medical,breast cancer detection,1
medical,iris segmentation,1
medical,cell segmentation,0
medical,medical relation extraction,0
medical,pancreas segmentation,0
medical,liver segmentation,0
medical,lesion segmentation,0
medical,medical code prediction,0
medical,brain segmentation,0
methodology,gaussian processes,10
methodology,density estimation,9
methodology,network pruning,9
methodology,imitation learning,9
methodology,word embeddings,9
methodology,outlier detection,7
methodology,automl,6
methodology,data augmentation,5
methodology,stochastic optimization,5
methodology,network embedding,4
miscellaneous,click through rate prediction,9
miscellaneous,session based recommendations,9
miscellaneous,molecular property prediction,6
miscellaneous,cross modal retrieval,5
miscellaneous,causal inference,5
miscellaneous,variational monte carlo,2
miscellaneous,data visualization,0
miscellaneous,malware classification,0
miscellaneous,counterfactual inference,0
miscellaneous,misinformation,0
music,music source separation,3
natural-language-processing,relation extraction,10
natural-language-processing,sentiment analysis,9
natural-language-processing,text summarization,7
natural-language-processing,text generation,6
natural-language-processing,aspect based sentiment analysis,5
natural-language-processing,chinese word segmentation,4
natural-language-processing,discourse parsing,4
natural-language-processing,grammatical error correction,4
natural-language-processing,discourse segmentation,3
natural-language-processing,bilingual lexicon induction,3
playing-games,snes games,0
playing-games,dota 2,0
playing-games,real time strategy games,0
playing-games,smac,0
reasoning,visual commonsense reasoning,2
reasoning,model based reinforcement learning,1
reasoning,common sense reasoning,1
robots,semantic segmentation,9
robots,gesture generation,2
robots,safe exploration,0
robots,deformable object manipulation,0
speech,speech synthesis,10
speech,distant speech recognition,7
speech,speech recognition,7
speech,speech enhancement,6
speech,speaker diarization,3
speech,speaker recognition,2
speech,speaker separation,1
speech,robust speech recognition,0
speech,acoustic unit discovery,0
time-series,time series,8
time-series,dynamic time warping,6
time-series,time series clustering,2
time-series,stock price prediction,2
time-series,stock market prediction,2
time-series,video quality assessment,1
time-series,traffic prediction,0
time-series,time series analysis,0
time-series,data compression,0