Mingze Xu
16 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(72)
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Trend Setter
Top co-authors
Research topics
Computer Vision
(11)
Analysis
(9)
Deep Learning
(8)
Artificial Intelligence
(7)
Core AI Β· Artificial Intelligence
(7)
Machine Learning
(6)
Architectures
(4)
Core Methods
(3)
Optimization & Theory Β· Machine Learning
(3)
Processing
(3)
Learning Types
(2)
Natural Language Processing
(1)
Core AI Β· Computer Vision
(1)
Domain-Specific
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
video understanding
(4)
multimodal large language model
(3)
activity recognition
(3)
convolutional neural network
(2)
gradient computation
(2)
online action detection
(2)
transformer architecture
(2)
temporal localization
(2)
stochastic backpropagation
(2)
image generation
(1)
knowledge distillation
(1)
self-supervised learning
(1)
egocentric vision
(1)
temporal modeling
(1)
image classification
(1)
object detection
(1)
deepfake detection
(1)
policy gradient
(1)
action recognition
(1)
visual grounding
(1)
Papers
AToken: A Unified Tokenizer for Vision
CVPR 2026
Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs
ACL 2026
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
ICLR 2025
Hierarchical Symmetric Normalization Registration using Deformation-Inverse Network
MICCAI 2024
SkeleTR: Towards Skeleton-based Action Recognition in the Wild
ICCV 2023
An In-depth Study of Stochastic Backpropagation
NeurIPS 2022
MeMOT: Multi-Object Tracking With Memory
CVPR 2022
Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models
CVPR 2022
TubeR: Tubelet Transformer for Video Action Detection
CVPR 2022
Learning Self-Consistency for Deepfake Detection
ICCV 2021
Long Short-Term Transformer for Online Action Detection
NeurIPS 2021
Embodied Amodal Recognition: Learning to Move to Perceive Objects
ICCV 2019
StartNet: Online Detection of Action Start in Untrimmed Videos
ICCV 2019
Temporal Recurrent Networks for Online Action Detection
ICCV 2019
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos
ECCV 2018
Identifying First-Person Camera Wearers in Third-Person Videos
CVPR 2017