Academic Service
Organizing : Three questions about virtual try-on @ CVPR 2025 Area Chair : CVPR 2026, AAAI 2026, CVPR 2025, CVPR 2024. Reviewer : CVPR (outstanding reviewer x2), ECCV (outstanding reviewer x1), ICCV, NeurIPS (outstanding reviewer x1), ICLR, ICML, SIGGRAPH, TPAMI, IJCV, TOG.
Research
My goal is to build artificial intelligence based on task-and-domain-agnostic exemplar representations learned in an unsupervised manner.
Virtual Fitting Room: Generating Arbitrarily Long Videos of Virtual Try-On from a Single Image Junkun Chen , Aayush Bansal , Minh Vo , Yuxiong Wang project page / blog / technical preview
Dress&Dance: Dress up and Dance as You Like it Junkun Chen , Aayush Bansal , Minh Vo , Yuxiong Wang project page / blog / technical preview
VR-NeRF: High-Fidelity Virtualized Walkable Spaces Linning Xu , Vasu Agrawal ,William Laney , Tony Garcia, Aayush Bansal , Changil Kim , Samuel Rota Bulo , Lorenzo Porzi , Peter Kontschieder , Aljaz Bozic , Dahua Lin , Michael Zollhoefer , Christian Richardt SIGGRAPH Asia (Conference) , 2023 project page / arXiv
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar , Aayush Bansal , Lingni Ma , Richard Newcombe , Minh Vo , Kris Kitani International Conference on Computer Vision (ICCV) , 2023 (Oral Presentation) EgoVis 2022/2023 Distinguished Paper Award project page / arXiv
Neural Pixel Composition for Aayush Bansal , Michael Zollhoefer Computer Vision and Pattern Recognition (CVPR) , 2023 project page / paper [100 MB]
KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints Marko Mihajlovic , Aayush Bansal , Michael Zollhoefer , Siyu Tang , Shunsuke Saito European Conference on Computer Vision (ECCV) , 2022 project page / paper / summary / code
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic , Shunsuke Saito , Aayush Bansal , Michael Zollhoefer , Siyu Tang Computer Vision and Pattern Recognition (CVPR) , 2022 project page / paper / summary / code
Video-Specific Autoencoders for Kevin Wang , Deva Ramanan , Aayush Bansal project page / paper / summary / code
VIDEO
Unsupervised Audiovisual Synthesis via Exemplar Autoencoders Kangle Deng , Aayush Bansal , Deva Ramanan International Conference on Learning Representations (ICLR) , 2021 project page / paper / open-review / code
Streaming Self-Training via Zhiqiu Lin , Deva Ramanan , Aayush Bansal project page / paper / arXiv
Stereo Radiance Fields: Julian Chibane , Aayush Bansal , Verica Lazova , Gerard Pons-Moll Computer Vision and Pattern Recognition (CVPR) , 2021 project page / paper / code
VIDEO
4D Visualization of Dynamic Events from Aayush Bansal , Minh Vo , Yaser Sheikh , Deva Ramanan , Srinivasa Narasimhan Computer Vision and Pattern Recognition (CVPR) , 2020 project page / paper / arXiv /summary / multi-view sequences CMU Press Coverage
VIDEO
Shapes and Context : In-the-wild Image Synthesis & Manipulation Aayush Bansal , Yaser Sheikh , Deva Ramanan Computer Vision and Pattern Recognition (CVPR) , 2019 (Oral Presentation, Best Paper Award Finalist) project page / paper / arXiv / five minutes / CVPR Talk web-app (beta version) / code / demo video
VIDEO
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal , Shugao Ma , Deva Ramanan , Yaser Sheikh European Conference on Computer Vision (ECCV) , 2018 project page / pre-print / arXiv / code / one minute CMU Press Coverage
PixelNN: Example-based Image Synthesis Aayush Bansal , Yaser Sheikh , Deva Ramanan International Conference on Learning Representations (ICLR) , 2018 project page / arXiv / paper / codes
PixelNet: Representation of the pixels, by the pixels, and for the pixels. Aayush Bansal , Xinlei Chen , Bryan Russell , Abhinav Gupta , Deva Ramanan project page / arXiv / codes
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction Aayush Bansal , Bryan Russell , Abhinav Gupta Computer Vision and Pattern Recognition (CVPR) , 2016 project page /arXiv preprint / codes
Patch Correspondences for Intepreting Pixel-level CNNs Victor Fragoso , Chunhui Liu, Aayush Bansal , Deva Ramanan arXiv
Mid-level Elements for Object Detection Aayush Bansal , Abhinav Shrivastava , Carl Doersch , Abhinav Gupta arXiv / analysis
Towards Transparent Systems: Semantic Characterization of Failure Modes Aayush Bansal , Ali Farhadi , Devi Parikh European Conference on Computer Vision (ECCV) , 2014 project page / supplementary material VT NEWS / Virginia Center for Autonomous Systems
Understanding How Camera Configuration and Environmental Conditions Affect Appearance-based Localization Aayush Bansal , Hernan Badino , Daniel Huber IEEE Intelligent Vehicles (IV) , 2014 project page
Which Edges Matter? Aayush Bansal , Adarsh Kowdle , Devi Parikh , Andrew Gallagher , Larry Zitnick Workshop on 3D Representation and Recognition (3dRR) at ICCV , 2013 project page / presentation
CANINE : A robotic mine dog H. Badino , A. Bansal , D. Huber , P. BataviaIS&T Conference on Electronic Imaging (SPIE) , 2013 project page / video / competition rules
I wrote the object detection module for this robot.
External Coverage/Opinions
