Menglin Jia
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(8)
Deep Learning
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Artificial Intelligence
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Computer Vision
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
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Optimization & Theory
(3)
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(2)
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(1)
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large language model
(3)
multimodal learning
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continual learning
(1)
transfer learning
(1)
feature extraction
(1)
computer vision
(1)
text classification
(1)
confidence calibration
(1)
object detection
(1)
video generation
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
social media analysis
(1)
sentiment analysis
(1)
catastrophic forgetting
(1)
video understanding
(1)
visual context
(1)
class imbalance
(1)
image classification
(1)
Papers
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory
CVPR 2026
Adaptive Caching for Faster Video Generation with Diffusion Transformers
ICCV 2025
Zero-Shot Vision Encoder Grafting via LLM Surrogates
ICCV 2025
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
CVPR 2024
PromptFusion: Decoupling Stability and Plasticity for Continual Learning
ECCV 2024
Emergent Correspondence from Image Diffusion
NeurIPS 2023
Visual Prompt Tuning
ECCV 2022
Exploring Visual Engagement Signals for Representation Learning
ICCV 2021
Intentonomy: A Dataset and Study Towards Human Intent Understanding
CVPR 2021
When in Doubt: Improving Classification Performance with Alternating Normalization
EMNLP 2021
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
ECCV 2020
Class-Balanced Loss Based on Effective Number of Samples
CVPR 2019