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05/18/2023
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture
The techniques for 3D indoor scene capturing are widely used, but the me...
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03/15/2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis
Neural Radiance Fields (NeRF) have led to breakthroughs in the novel vie...
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12/10/2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision
To date, little attention has been given to multi-view 3D human mesh est...
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10/28/2022
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields
Visually exploring in a real-world 4D spatiotemporal space freely in VR ...
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10/16/2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation
Federated Learning (FL) is a machine learning paradigm where many local ...
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09/21/2022
PREF: Predictability Regularized Neural Motion Fields
Knowing the 3D motions in a dynamic scene is essential to many vision ap...
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03/16/2021
Track to Detect and Segment: An Online Multi-Object Tracker
Most online multi-object trackers perform object detection stand-alone i...
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02/01/2021
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective
Knowledge distillation is an effective approach to leverage a well-train...
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08/13/2020
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation
Despite the previous success of object analysis, detecting and segmentin...
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07/12/2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing
In this paper, we propose a novel network design mechanism for efficient...
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11/23/2018
Joint Neural Architecture Search and Quantization
Designing neural architectures is a fundamental step in deep learning ap...
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09/07/2018
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing
Deep supervised hashing has become an active topic in web search and inf...
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07/30/2018