Nanyi Fei
13 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π€ Dynamic Duo (13)
π§
Keyword Pioneer
π€
Dynamic Duo
(13)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(66)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(6)
Computer Vision
(4)
Core AI
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core Methods
(3)
Models
(3)
Natural Language Processing
(2)
Generation
(2)
Processing
(2)
Reinforcement Learning
(1)
Keywords
few-shot learning
(4)
vision-language model
(3)
contrastive learning
(3)
multimodal learning
(2)
video-language modeling
(2)
image-text retrieval
(2)
multi-task learning
(1)
video prediction
(1)
zero-shot learning
(1)
video generation
(1)
text classification
(1)
self-supervised learning
(1)
catastrophic forgetting
(1)
cross-modal learning
(1)
cross-modal retrieval
(1)
image generation
(1)
video understanding
(1)
nearest neighbor classification
(1)
disentangled representation
(1)
feature embedding
(1)
Papers
Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval
AAAI 2025
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
NeurIPS 2024
VDT: General-purpose Video Diffusion Transformers via Mask Modeling
ICLR 2024
Improvable Gap Balancing for Multi-Task Learning
UAI 2023
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling
NeurIPS 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval
CVPR 2022
LGDN: Language-Guided Denoising Network for Video-Language Modeling
NeurIPS 2022
Visual Prompt Tuning for Few-Shot Text Classification
COLING 2022
Compressed Video Contrastive Learning
NeurIPS 2021
Contrastive prototype learning with augmented embeddings for few-shot learning
UAI 2021
L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing
CVPR 2021
MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning
ICLR 2021
Z-Score Normalization, Hubness, and Few-Shot Learning
ICCV 2021