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Computer Vision

Enabling computers and devices to understand what they see.

Microsoft at CVPR 2024: Innovations in computer vision and AI research

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Exploring how context, culture, and character matter in avatar research

FeatUp: A Model-Agnostic Framework for Features at Any Resolution

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Published Date

Publication

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training

Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo

NeurIPS 2021 | December 2021

Publication

MLP Architectures for Vision-and-Language Modeling: An Empirical Study

Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang

December 2021

Project

Publication

Chasing Sparsity in Vision Transformers: An End-to-End Exploration

Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021

Publication

Representation Learning for Event-based Visuomotor Policies

Sai Vemprala, Sami Mian, Ashish Kapoor

NeurIPS 2021 | December 2021

Project Project

Publication

Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective

Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021

Publication

Focal Attention for Long-Range Interactions in Vision Transformers

Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao

NeurIPS 2021 | December 2021

Github

Publication

ATS: Adaptive Token Sampling For Efficient Vision Transformers

Mohsen Fayyaz, Soroush Abbasi Kouhpayegani, Farnoush Rezaei Jafari, Eric Sommerlade, Hamid Vaezi Joze, Hamed Pirsiavash, Juergen Gall

arXiv:2111.15667 | December 2021

Publication

Searching the Search Space of Vision Transformer

Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling

NeurIPS 2021 | December 2021

Publication

BEVT: BERT Pretraining of Video Transformers

Rui Wang, Dong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan

2021 Computer Vision and Pattern Recognition | December 2021

Publication

Unadversarial Examples: Designing Objects for Robust Vision

Hadi Salman*, Andrew Ilyas*, Logan Engstrom*, Sai Vemprala, Aleksander Madry, Ashish Kapoor

NeurIPS 2021 | December 2021

Github

Computer Vision

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