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06/21/2023
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling
Large-scale driving datasets such as Waymo Open Dataset and nuScenes sub...
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01/11/2023
Street-View Image Generation from a Bird's-Eye View Layout
Bird's-Eye View (BEV) Perception has received increasing attention in re...
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07/05/2022
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers
Bird's eye view (BEV) semantic segmentation plays a crucial role in spat...
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04/05/2022
Action-Conditioned Contrastive Policy Pretraining
Deep visuomotor policy learning achieves promising results in control ta...
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12/01/2021
Improving GAN Equilibrium by Raising Spatial Awareness
The success of Generative Adversarial Networks (GANs) is largely built u...
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10/25/2021
STransGAN: An Empirical Study on Transformer in GANs
Transformer becomes prevalent in computer vision, especially for high-le...
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09/26/2021
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
Driving safely requires multiple capabilities from human and intelligent...
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03/13/2021
Unsupervised Image Transformation Learning via Generative Adversarial Networks
In this work, we study the image transformation problem by learning the ...
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07/13/2020
Closed-Form Factorization of Latent Semantics in GANs
A rich set of semantic attributes has been shown to emerge in the latent...
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05/18/2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
Although Generative Adversarial Networks (GANs) have made significant pr...
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05/15/2020
Semantic Photo Manipulation with a Generative Image Prior
Despite the recent success of GANs in synthesizing images conditioned on...
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03/31/2020
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting
We present a lightweight video motion retargeting approach TransMoMo tha...
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10/24/2019
Seeing What a GAN Cannot Generate
Despite the success of Generative Adversarial Networks (GANs), mode coll...
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07/25/2019
Interpreting the Latent Space of GANs for Semantic Face Editing
Despite the recent advance of Generative Adversarial Networks (GANs) in ...
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06/09/2019
Cross-view Semantic Segmentation for Sensing Surroundings
Sensing surroundings is ubiquitous and effortless to humans: It takes a ...
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05/08/2019
Deep Flow-Guided Video Inpainting
Video inpainting, which aims at filling in missing regions of a video, r...
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07/09/2015
