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awesome-transformer-for-vision
https://github.com/lijiaman/awesome-transformer-for-vision
Last synced: about 5 hours ago
JSON representation
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Original Paper
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2D Vision Tasks
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Detection
- Fast Convergence of DETR with Spatially Modulated Co-Attention
- End-to-End Object Detection with Adaptive Clustering Transformer
- Toward Transformer-Based Object Detection
- Rethinking Transformer-based Set Prediction for Object Detection
- UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
- DEFORMABLE DETR: DEFORMABLE TRANSFORMERS FOR END-TO-END OBJECT DETECTION
- End-to-End Object Detection with Transformers
- End-to-End Object Detection with Adaptive Clustering Transformer
- End-to-End Object Detection with Transformers
- Toward Transformer-Based Object Detection
- Rethinking Transformer-based Set Prediction for Object Detection
- Fast Convergence of DETR with Spatially Modulated Co-Attention
- UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
- DEFORMABLE DETR: DEFORMABLE TRANSFORMERS FOR END-TO-END OBJECT DETECTION
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Classification
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Segmentation
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Tracking
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Image Synthesis
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Action Understanding
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3D Vision Tasks
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Point Cloud Processing
- PCT: Point Cloud Transformer - Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu. Arxiv 2020.
- Point Transformer
- PCT: Point Cloud Transformer - Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu. Arxiv 2020.
- Point Transformer
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Motion Modeling
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Human Body Modeling
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Others
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Music Modeling
- MUSIC TRANSFORMER: GENERATING MUSIC WITH LONG-TERM STRUCTURE - Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Ian Simon, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck. Arxiv 2018.
- CONTRIBUTING
- MUSIC TRANSFORMER: GENERATING MUSIC WITH LONG-TERM STRUCTURE - Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Ian Simon, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck. Arxiv 2018.
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