Funded Projects
DeCLaRe Lab's funded projects support research across embodied AI, trustworthy language generation, responsible AI, audio generation, and multimodal foundation models. These projects also indicate active directions where students, postdocs, visitors, and collaborators can contribute.
Active Projects
Embodied Foundational Models
Total S$10M; awarded S$3.33M. Research on embodied foundation models, generalist interactive AI, and vision-language-action systems.
Toward Generalist Vision Language Action Models
S$1.5M support for action grounding, embodied evaluation, and scalable VLA model development.
LLM with Linear Transformers
S$4.99M support for scalable language models built around efficient linear-transformer architectures.
Trustworthy and Responsible LLMs for Singapore Governance
S$500K support for developing trustworthy and responsible large language models for Singapore-specific governance issues.
Detecting, Measuring and Mitigating Hallucinations in LLMs
S$600K support for grounded, reliable, and trustworthy language model generation.
Google DeepMind GCP Grant
S$100K compute support for large-scale language, multimodal, and agentic AI research.
Completed Projects
Walled AI
S$245.7K support for research on responsible, bounded, and deployable AI systems.
CSK-NLP: Leveraging Commonsense Knowledge for NLP
S$736.812K support for commonsense knowledge, language understanding, and reasoning in NLP systems.
K-EMERGE
S$910K support for knowledge extraction, modelling, and explainable reasoning for general expertise.
Intent Inference
S$800K support for intent inference research in language and interaction settings.
ESTATE-IQ
S$4.44064M support for an advanced AI system enabling smart HDB estate services.
AI for Hate Speech Detection on Social Media
S$100K support for detecting harmful social media content using AI methods.
THRUST 2: Discovery by AI
S$260.252K support for AI-assisted discovery research.
Multimodal Emotion Recognition in Dialogues
S$10K per quarter support for multimodal conversational emotion recognition research.
Completed Corporate and In-Kind Support
Alibaba Research Support
S$100K support for AI research.
Microsoft In-Kind Support
S$56K in-kind support.
Oracle In-Kind Support
S$41.3K in-kind support.
Google In-Kind Support
S$6.805K in-kind support.
OpenAI Research Support
S$238.237K support for AI research.
Meta Research and In-Kind Support
S$67K research support and S$56K in-kind support, consolidated here to avoid duplicate Meta entries.
Opportunities
Work With DeCLaRe Lab
Several funded directions are open to motivated students and collaborators interested in embodied AI, multimodal learning, trustworthy generation, AI governance, and efficient model training.