Siqian Yang

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (2) ECCV (1)

Top co-authors

Chengjie Wang (4) Jun Liu (3) Bin-Bin Gao (3) Wenlong Wu (3) Jinxiang Lai (3) Li Zhang (1) Bingwen Zhu (1) Wenlong Liu (1) Tao Wu (1) Yidi Wu (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Learning Paradigms (3) Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Computer Vision (1) Architectures (1) Generation (1) Learning Types · Deep Learning (1) Models (1)

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 Clustered-patch Element Connection for Few-shot Learning IJCAI 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 tSF: Transformer-Based Semantic Filter for Few-Shot Learning ECCV 2022 Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021