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08/25/2023
DPF-Net: Combining Explicit Shape Priors in Deformable Primitive Field for Unsupervised Structural Reconstruction of 3D Objects
Unsupervised methods for reconstructing structures face significant chal...
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06/19/2023
Shape Guided Gradient Voting for Domain Generalization
Domain generalization aims to address the domain shift between training ...
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04/15/2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation
Semantic segmentation in complex scenes not only relies on local object ...
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03/10/2023
MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
We present MovingParts, a NeRF-based method for dynamic scene reconstruc...
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11/23/2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models
Language-guided image editing has achieved great success recently. In th...
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11/23/2022
Semantics-Preserving Sketch Embedding for Face Generation
With recent advances in image-to-image translation tasks, remarkable pro...
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07/17/2022
Effect of Instance Normalization on Fine-Grained Control for Sketch-Based Face Image Generation
Sketching is an intuitive and effective way for content creation. While ...
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05/05/2022
Exploiting Correspondences with All-pairs Correlations for Multi-view Depth Estimation
Multi-view depth estimation plays a critical role in reconstructing and ...
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03/14/2022
Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design
Real-world scientific or engineering applications often involve mathemat...
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11/03/2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning
Generalized Zero-Shot Learning (GZSL) aims to recognize new categories w...
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09/25/2021
Contrastive Learning for Mitochondria Segmentation
Mitochondria segmentation in electron microscopy images is essential in ...
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08/26/2021
Multi-Modulation Network for Audio-Visual Event Localization
We study the problem of localizing audio-visual events that are both aud...
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06/07/2021
Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds
Representing complex 3D objects as simple geometric primitives, known as...
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04/05/2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning
Generalized Zero-Shot Learning (GZSL) targets recognizing new categories...
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04/02/2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
Human can infer the 3D geometry of a scene from a sketch instead of a re...
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12/04/2020
Compositionally Generalizable 3D Structure Prediction
Single-image 3D shape reconstruction is an important and long-standing p...
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08/31/2020
DeepFacePencil: Creating Face Images from Freehand Sketches
In this paper, we explore the task of generating photo-realistic face im...
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10/20/2019
LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network
In this paper, we explore the task of generating photo-realistic face im...
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07/13/2019
Structure-Aware Residual Pyramid Network for Monocular Depth Estimation
Monocular depth estimation is an essential task for scene understanding....
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07/31/2018