Yake Wei
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (5)
ICML (2)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
multimodal learning
(4)
representation learning
(1)
feature learning
(1)
image captioning
(1)
audio-visual learning
(1)
video understanding
(1)
information acquisition
(1)
modality imbalance
(1)
multimodal large language model
(1)
multimodal understanding
(1)
training-free method
(1)
spatio-temporal reasoning
(1)
fine-grained detail
(1)
semantic filtering
(1)
local aggregation
(1)
gradient modulation
(1)
audio-visual question answering
(1)
modality balance
(1)
audio visual learning
(1)
local perception
(1)
Papers
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
ICML 2025
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition
CVPR 2025
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception
CVPR 2025
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
ICML 2024
Diagnosing and Re-learning for Balanced Multimodal Learning
ECCV 2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
ICLR 2024
Enhancing Multimodal Cooperation via Sample-level Modality Valuation
CVPR 2024
Balanced Multimodal Learning via On-the-Fly Gradient Modulation
CVPR 2022
Learning To Answer Questions in Dynamic Audio-Visual Scenarios
CVPR 2022