Xu Ma
13 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39)
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Research topics
Deep Learning
(10)
Machine Learning
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Computer Vision
(7)
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(5)
Optimization & Theory Β· Machine Learning
(4)
Optimization & Theory Β· Deep Learning
(4)
Techniques
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(3)
Artificial Intelligence
(2)
Analysis
(2)
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Processing
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Computer Science
(1)
Keywords
image classification
(4)
vision transformer
(3)
model compression
(3)
contrastive learning
(2)
information bottleneck
(1)
knowledge distillation
(1)
adversarial robustness
(1)
membrane potential
(1)
transfer learning
(1)
feature extraction
(1)
domain generalization
(1)
attention mechanism
(1)
point cloud analysis
(1)
point cloud
(1)
cross-modal learning
(1)
network architecture
(1)
adversarial training
(1)
efficient inference
(1)
semantic segmentation
(1)
neural network architecture
(1)
Papers
Accessing Vision Foundation Models via ImageNet-1K
ICLR 2025
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining
ACL 2025
Efficient Modulation for Vision Networks
ICLR 2024
Rewrite the Stars
CVPR 2024
Slicing Vision Transformer for Flexible Inference
NeurIPS 2024
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation
ICCV 2023
Efficient Converted Spiking Neural Network for 3D and 2D Classification
ICCV 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective
ICCV 2023
Image as Set of Points
ICLR 2023
Parameter-Efficient Masking Networks
NeurIPS 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
ICLR 2022
Towards Layer-Wise Image Vectorization
CVPR 2022
Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position
IJCAI 2020