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06/05/2023
Discovering Dynamic Causal Space for DAG Structure Learning
Discovering causal structure from purely observational data (i.e., causa...
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03/23/2023
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention
In this paper, we aim to learn a semantic radiance field from multiple s...
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12/26/2022
MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos
In this paper, we target at the problem of learning a generalizable dyna...
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12/06/2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion
With the rising industrial attention to 3D virtual modeling technology, ...
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10/15/2022
Dynamics-aware Adversarial Attack of Adaptive Neural Networks
In this paper, we investigate the dynamics-aware adversarial attack prob...
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09/05/2022
SEFormer: Structure Embedding Transformer for 3D Object Detection
Effectively preserving and encoding structure features from objects in i...
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07/24/2022
Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis
Talking head synthesis is an emerging technology with wide applications ...
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07/13/2022
6D Camera Relocalization in Visually Ambiguous Extreme Environments
We propose a novel method to reliably estimate the pose of a camera give...
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04/12/2022
HyperDet3D: Learning a Scene-conditioned 3D Object Detector
A bathtub in a library, a sink in an office, a bed in a laundry room – t...
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03/26/2022
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos
Action recognition models have shown a promising capability to classify ...
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12/15/2021
Object Pursuit: Building a Space of Objects via Discriminative Weight Generation
We propose a framework to continuously learn object-centric representati...
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04/25/2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks
Invariance and equivariance to the rotation group have been widely discu...
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04/08/2021
CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds
In this work, we tackle the problem of category-level online pose tracki...
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12/18/2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation
Most existing point cloud instance and semantic segmentation methods hea...
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10/11/2020
IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration
Point cloud is an important 3D data representation widely used in many e...
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07/15/2020
Graph-Based Social Relation Reasoning
Human beings are fundamentally sociable – that we generally organize our...
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03/19/2020