Guofan Fan

3 papers · 2023–2024 · 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 (15)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Li Yi (2) Kaisheng Ma (2) Guanghan Wang (1) Zekun Qi (1) Junbo Zhang (1) Zhengyuan Su (1) Bo Lei (1) Runpei Dong (1) Xiangyu Zhang (1) Zhiqiang Chen (1)

Research topics

Deep Learning (3) Learning Types · Deep Learning (3) Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Analysis (1) Application Areas (1) Core Methods (1) Generation (1) Models (1)

Keywords

contrastive learning (1) semantic segmentation (1) feature learning (1) image generation (1) scene understanding (1) self-supervised learning (1) multimodal learning (1) 3d vision (1) object relationships (1) zero-shot generalization (1) ensemble distillation (1) modular autoencoder (1) controllable generation (1) pattern completion (1) encoder-decoder architecture (1) generative pre-training (1) 3d representation learning (1) cross-modal contrast (1) functional specialization (1) semantic scene understanding (1)

Papers

Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023 Language-Assisted 3D Feature Learning for Semantic Scene Understanding AAAI 2023