Siqian Yang
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
IJCAI (2)
ECCV (1)
Top co-authors
Keywords
few-shot learning
(3)
metric learning
(2)
frame interpolation
(1)
patch-based learning
(1)
clustered-patch connection
(1)
semantic similarity
(1)
attention module
(1)
novel class
(1)
noise contrastive estimation
(1)
patch feature
(1)
semantic mismatch
(1)
embedding model
(1)
image-to-video generation
(1)
video generation model
(1)
global feature
(1)
animation video generation
(1)
contrastive learning
(1)
spatiotemporal mask module
(1)
embedding learning
(1)
Papers
Exploring the Frontiers of Animation Video Generation in the Sora Era: Method, Dataset and Benchmark
IJCAI 2025
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
AAAI 2023
Clustered-patch Element Connection for Few-shot Learning
IJCAI 2023
tSF: Transformer-Based Semantic Filter for Few-Shot Learning
ECCV 2022
Learning a Few-shot Embedding Model with Contrastive Learning
AAAI 2021