ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

Xiaohan Ding, Tianxiang Hao, Jianchao Tan, +4

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Convolutional Neural NetworkEngineeringMachine LearningData ScienceSparse Neural Network +12

DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Xiong Zhang, Hongmin Xu, Hong Mo, +4

Convolutional Neural NetworkEngineeringMachine LearningSemantic Image SegmentationImage Analysis +17

Efficient palette-based decomposition and recoloring of images via RGBXY-space geometry

Jianchao Tan, Jose Echevarria, Yotam Gingold

ACM Transactions on Graphics

Geometric ModelingPalette ColorsImage AnalysisEngineeringColor Reproduction +12

Decomposing Images into Layers via RGB-Space Geometry

Jianchao Tan, Jyh‐Ming Lien, Yotam Gingold

ACM Transactions on Graphics

Machine VisionImage AnalysisEngineeringImage CompressionCoherent Opacity +13

HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation

Lin Huang, Jianchao Tan, Jingjing Meng, +2

Structural Correlations3D Computer VisionMachine VisionImage AnalysisMachine Learning +13

Decomposing Images into Layers via RGB-Space Geometry

Jianchao Tan, Jyh‐Ming Lien, Yotam Gingold

ACM Transactions on Graphics

Machine VisionImage AnalysisEngineeringImage CompressionCoherent Opacity +13

GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization

Yi Guo, Huan Yuan, Jianchao Tan, +3

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Decomposing time-lapse paintings into layers

Jianchao Tan, Marek Dvorožňák, Daniel Sýkora, +1

ACM Transactions on Graphics

Image AnalysisEngineeringFinal PaintingPaint ParametersExpressive Rendering +8

Unified Visual Transformer Compression

Shixing Yu, Tianlong Chen, Jiayi Shen, +5

arXiv (Cornell University)

Lossy CompressionConvolutional Neural NetworkEngineeringMachine LearningVision Transformers +15

Pigmento: Pigment-Based Image Analysis and Editing

Jianchao Tan, Stephen DiVerdi, Jingwan Lu, +1

IEEE Transactions on Visualization and Computer Graphics

Art HistoryImage AnalysisPigment-based Image AnalysisEngineeringColor Reproduction +11