Mingfei Gao
21 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(10)
Computer Vision
(9)
Artificial Intelligence
(8)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(5)
Processing
(4)
Analysis
(3)
Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
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Models
(2)
Keywords
vision-language model
(3)
weakly supervised learning
(3)
multimodal large language model
(3)
information extraction
(2)
multimodal learning
(2)
image generation
(2)
video understanding
(2)
online action detection
(2)
reinforcement learning
(2)
temporal localization
(2)
document understanding
(1)
language modeling
(1)
action recognition
(1)
representation learning
(1)
video classification
(1)
image segmentation
(1)
image editing
(1)
network pruning
(1)
visual grounding
(1)
object detection
(1)
Papers
SO-Bench: A Structural Output Evaluation of Multimodal LLM
CVPR 2026
UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in RL
CVPR 2026
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
ICLR 2025
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
NeurIPS 2024
4M: Massively Multimodal Masked Modeling
NeurIPS 2023
Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations
CVPR 2023
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding
CVPR 2023
Burn after Reading: Online Adaptation for Cross-Domain Streaming Data
ECCV 2022
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents
COLING 2022
Field Extraction from Forms with Unlabeled Data
ACL 2022
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
ECCV 2022
Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation
ICCV 2021
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos
CVPR 2021
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
ECCV 2020
InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling
ECCV 2020
StartNet: Online Detection of Action Start in Untrimmed Videos
ICCV 2019
Temporal Recurrent Networks for Online Action Detection
ICCV 2019
WSLLN:Weakly Supervised Natural Language Localization Networks
EMNLP 2019
C-WSL: Count-guided Weakly Supervised Localization
ECCV 2018
Dynamic Zoom-In Network for Fast Object Detection in Large Images
CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation
CVPR 2018