Mengyuan Chen
6 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Interdisciplinary
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
weakly supervised learning
(3)
action recognition
(2)
temporal action localization
(2)
video understanding
(1)
dynamic programming
(1)
dirichlet distribution
(1)
out-of-distribution detection
(1)
evidential learning
(1)
vision-language model
(1)
uncertainty estimation
(1)
zero-shot classification
(1)
evidential deep learning
(1)
ood detection
(1)
zero-shot detection
(1)
conjugated semantic pool
(1)
predictive uncertainty
(1)
temporal localization
(1)
open-world learning
(1)
cascade learning
(1)
event localization
(1)
Papers
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
NeurIPS 2024
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
ICLR 2024
Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization
CVPR 2023
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception
CVPR 2023
Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization
ECCV 2022
Fine-Grained Temporal Contrastive Learning for Weakly-Supervised Temporal Action Localization
CVPR 2022