Heming Zhang

5 papers · 2019–2022 · 4 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 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

WACV (2) CoRL (1) ECCV (1) IJCAI (1)

Top co-authors

Shalini Ghosh (3) Junting Zhang (3) Jie Zhang (3) Dawei Li (2) C.-C. Jay Kuo (2) Larry Heck (2) Jianchao Tan (1) Jingwen Zhu (1) Haoran Xu (1) Ming Li (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

catastrophic forgetting (2) image classification (1) continual learning (1) adversarial learning (1) model-based learning (1) knowledge distillation (1) multimodal learning (1) class-incremental learning (1) neural architecture search (1) weighted likelihood estimation (1) generative model (1) dynamics model (1) exemplar-free learning (1) visual dialogue (1) retrieval metric (1) negative response (1) weight consolidation (1) offline imitation learning (1) model consolidation (1) model compression (1)

Papers

Discriminator-Guided Model-Based Offline Imitation Learning CoRL 2022 Class-incremental Learning via Deep Model Consolidation WACV 2020 Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards ECCV 2020 Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020 Generative Visual Dialogue System via Weighted Likelihood Estimation IJCAI 2019