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Computer vision

Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.

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

Rethinking Minimal Sufficient Representation in Contrastive Learning

Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu

CVPR 2022 | May 2022

Publication

Multi-modal Extreme Classification

Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma

CVPR 2022 | May 2022

Publication

Mobile-Former: Bridging MobileNet and Transformer

Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu

CVPR 2022 | May 2022

Publication

Learning to Detect Scene Landmarks for Camera Localization

Tien Do, Ondrej Miksik, Joseph DeGol, Hyun Soo Park, Sudipta Sinha

CVPR 2022 | May 2022

Github

Publication

Large-Scale Pre-training for Person Re-identification with Noisy Labels

Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan, Lei Zhang, Houqiang Li, Fang Wen, Dong Chen

CVPR 2022 | May 2022

Publication

Vector Quantized Diffusion Model for Text-to-Image Synthesis

Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang, Dongdong Chen, Lu Yuan, Baining Guo

CVPR 2022 | May 2022

Publication

StyleSwin: Transformer-based GAN for High-resolution Image Generation

Bowen Zhang, Shuyang Gu, Bo Zhang, Jianmin Bao, Dong Chen, Fang Wen, Yong Wang, Baining Guo

CVPR 2022 | May 2022

Publication

Robust Contrastive Learning against Noisy Views

Ching-Yao Chuang, Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song

CVPR 2022 | May 2022

Publication

PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition

Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai

CVPR 2022 | May 2022

Publication

MaskGIT: Masked Generative Image Transformer

Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman

CVPR 2022 | May 2022

Computer vision

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