News from DeCLaRe Lab
A flexible record for papers, grants, awards, student milestones, visitors, releases, and lab announcements. Prospective students and collaborators can use this page to understand what the group is actively building.
Embodied Foundational Models funded by CNRS@CREATE and NRF
The project supports research on embodied foundation models, generalist interactive AI, and vision-language-action systems. Students interested in embodied AI are encouraged to review our research themes and apply.
Join DeCLaRe LabToward Generalist Vision Language Action Models supported by KLASS
This funded project focuses on VLA models, action grounding, and embodied evaluation. We welcome inquiries from students with interests in robotics, multimodal learning, and efficient model training.
Embodied AI themeOffTopicEval studies operational safety for LLM agents
OffTopicEval evaluates whether task-specific LLM agents can accept in-domain queries while refusing out-of-domain requests.
Read the paperData Agent advances efficient learning
Data Agent studies end-to-end dynamic data selection for training-aware efficiency.
Read the paperHighly Cited Researcher recognition
Soujanya Poria was recognized by Web of Science as a Highly Cited Researcher.
Meta Audiobox Research Grant supports audio generation research
The grant supports work on audio generation and multimodal generative modeling. Students interested in speech, audio, music, and multimodal generation can follow the Publications page for related work.
Speech and audio papersTrust-Score/Trust-Align and MOOSE-Chem accepted at ICLR
These papers study trustworthy retrieval-augmented generation and AI for Science through chemistry hypothesis rediscovery.
Related publicationsNORA and NORA 1.5 project pages released
The lab released project pages for compact vision-language-action models and reward-guided post-training for embodied tasks.
NORA projectDeCLaRe Lab at NTU
The lab is based at Nanyang Technological University, Singapore. We welcome inquiries from students, postdocs, visiting researchers, and collaborators whose interests connect to the lab's research themes.
Opportunities