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Predict human activities in videos

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Greatest papers with code

Molecular De Novo Design through Deep Reinforcement Learning

25 Apr 2017MarcusOlivecrona/REINVENT

This work introduces a method to tune a sequence-based generative model for molecular de novo design that through augmented episodic likelihood can learn to generate structures with certain specified desirable properties.

ACTIVITY PREDICTION

SMURFF: a High-Performance Framework for Matrix Factorization

4 Apr 2019ExaScience/smurff

Bayesian Matrix Factorization (BMF) is a powerful technique for recommender systems because it produces good results and is relatively robust against overfitting.

ACTIVITY PREDICTION RECOMMENDATION SYSTEMS

Macau: Scalable Bayesian Multi-relational Factorization with Side Information using MCMC

15 Sep 2015ExaScience/smurff

We propose Macau, a powerful and flexible Bayesian factorization method for heterogeneous data.

ACTIVITY PREDICTION

INFER: INtermediate representations for FuturE pRediction

26 Mar 2019talsperre/INFER

Uncharacteristic of state-of-the-art approaches, our representations and models generalize to completely different datasets, collected across several cities, and also across countries where people drive on opposite sides of the road (left-handed vs right-handed driving).

ACTIVITY PREDICTION FUTURE PREDICTION MULTI-OBJECT TRACKING TRAJECTORY PREDICTION

Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points

CVPR 2018 fabienbaradel/glimpse_clouds

No spatial coherence is forced on the glimpse locations, which gives the module liberty to explore different points at each frame and better optimize the process of scrutinizing visual information.

ACTION RECOGNITION ACTIVITY PREDICTION SKELETON BASED ACTION RECOGNITION

Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning

1 Aug 2020Cogito2012/UString

The derived uncertainty-based ranking loss is found to significantly boost model performance by improving the quality of relational features.

ACCIDENT ANTICIPATION ACTIVITY PREDICTION FUTURE PREDICTION RELATIONAL REASONING TIME-TO-EVENT PREDICTION VIDEO UNDERSTANDING

Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors

12 Jun 2019lehgtrung/egfr-att

These data were trained on a deep learning model which was also integrated with the Attention mechanism to facilitate training and interpreting.

ACTIVITY PREDICTION DRUG DISCOVERY

Prescriptive Business Process Monitoring for Recommending Next Best Actions

19 Aug 2020fau-is/next-best-action

We present a PrBPM technique that transforms the next most likely activities into the next best actions regarding a given KPI.

ACTIVITY PREDICTION

Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification

4 Jan 2020AlexMRuch/Can-x2vec-Save-Lives

Visualizing graph embeddings annotated with predictions of potentially suicidal individuals shows the integrated model could classify such individuals even if they are positioned far from the support group.

ACTION CLASSIFICATION ACTIVITY PREDICTION DOCUMENT EMBEDDING FEATURE ENGINEERING GRAPH EMBEDDING