Mubbasir Kapadia | DeepAI

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∙ 06/29/2023

Learning from Synthetic Human Group Activities

The understanding of complex human interactions and group activities has...

0 Che-Jui Chang, et al. ∙

∙ 03/31/2023

Procedure-Aware Pretraining for Instructional Video Understanding

Our goal is to learn a video representation that is useful for downstrea...

0 Honglu Zhou, et al. ∙

∙ 12/09/2022

MSI: Maximize Support-Set Information for Few-Shot Segmentation

FSS(Few-shot segmentation) aims to segment a target class with a small n...

0 Seonghyeon Moon, et al. ∙

∙ 11/02/2022

An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction

Learning-based approaches to modeling crowd motion have become increasin...

0 Gang Qiao, et al. ∙

∙ 06/04/2022

Optimizing Indoor Navigation Policies For Spatial Distancing

In this paper, we focus on the modification of policies that can lead to...

0 Xun Zhang, et al. ∙

∙ 03/24/2022

HMFS: Hybrid Masking for Few-Shot Segmentation

We study few-shot semantic segmentation that aims to segment a target ob...

0 Seonghyeon Moon, et al. ∙

∙ 01/18/2022

MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction

Accurate long-term trajectory prediction in complex scenes, where multip...

0 Mihee Lee, et al. ∙

∙ 12/22/2021

Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning

Graph Neural Networks (GNNs) traditionally exhibit poor performance for ...

0 Honglu Zhou, et al. ∙

∙ 12/11/2021

COMPOSER: Compositional Learning of Group Activity in Videos

Group Activity Recognition (GAR) detects the activity performed by a gro...

14 Honglu Zhou, et al. ∙

∙ 03/19/2021

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning

This paper considers the problem of spatiotemporal object-centric reason...

8 Honglu Zhou, et al. ∙

∙ 12/08/2020

Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans

Floorplans are commonly used to represent the layout of buildings. In co...

8 Vahid Azizi, et al. ∙

∙ 10/09/2020

GitEvolve: Predicting the Evolution of GitHub Repositories

Software development is becoming increasingly open and collaborative wit...

12 Honglu Zhou, et al. ∙

∙ 04/01/2020

Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge

Cross-modal knowledge distillation deals with transferring knowledge fro...

1 Long Zhao, et al. ∙

∙ 10/13/2019

Deep Crowd-Flow Prediction in Built Environments

Predicting the behavior of crowds in complex environments is a key requi...

14 Samuel S. Sohn, et al. ∙

∙ 10/02/2019

Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures

In the event of a disaster, saving human lives is of utmost importance. ...

0 Rohit K. Dubey, et al. ∙

∙ 10/02/2019

Scenario Generalization of Data-driven Imitation Models in Crowd Simulation

Crowd simulation, the study of the movement of multiple agents in comple...

1 Gang Qiao, et al. ∙

∙ 04/10/2019

Generating Animations from Screenplays

Automatically generating animation from natural language text finds appl...

6 Yeyao Zhang, et al. ∙

∙ 04/06/2019

Semantic Graph Convolutional Networks for 3D Human Pose Regression

In this paper, we study the problem of learning Graph Convolutional Netw...

6 Long Zhao, et al. ∙

∙ 04/05/2019

Domain Authoring Assistant for Intelligent Virtual Agents

Developing intelligent virtual characters has attracted a lot of attenti...

0 Sepehr Janghorbani, et al. ∙

∙ 04/04/2019

Topic Spotting using Hierarchical Networks with Self Attention

Success of deep learning techniques have renewed the interest in develop...

0 Pooja Chitkara, et al. ∙

∙ 04/04/2019

Affect-Driven Dialog Generation

The majority of current systems for end-to-end dialog generation focus o...

0 Pierre Colombo, et al. ∙

∙ 07/26/2018

Learning to Forecast and Refine Residual Motion for Image-to-Video Generation

We consider the problem of image-to-video translation, where an input im...

4 Long Zhao, et al. ∙

∙ 01/23/2018

Interactive Diversity Optimization of Environments

The design of a building requires an architect to balance a wide range o...

0 Glen Berseth, et al. ∙

∙ 10/10/2017

The Role of Data-driven Priors in Multi-agent Crowd Trajectory Estimation

Trajectory interpolation, the process of filling-in the gaps and removin...

1 Gang Qiao, et al. ∙

∙ 03/25/2017

Sketch-based Face Editing in Video Using Identity Deformation Transfer

We address the problem of using hand-drawn sketch to edit facial identit...

1 Long Zhao, et al. ∙

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