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Publications
- Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia
- Video Object Segmentation in Cultural Context
- Enhancing Video Corpus Moment Retrieval in Long Ego-centric Videos with LLM and Audio Fusion
- Retrieval-Augmented Reasoning Segmentation in Cultural Context
- Seeing Culture: A Benchmark for Visual Reasoning and Grounding
- VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting
- Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention
- An Overview of Challenges in Egocentric Text-Video Retrieval
- RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval
- Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval (EPIC-KITCHENS-100 Challenge 2022)
- Semantic Role Aware Correlation Transformer for Text to Video Retrieval
- Deep Learning Based Vehicle Make-Model Classification
Talks
- Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia (oral)
- Towards Debiasing Frame Length Bias in Text-Video Retrieval (poster)
- An Overview of Challenges in Egocentric Text-Video Retrieval (oral)
- Poster presentation at Singapore Vision Day
- EPIC-Kitchens-100 Multi-Instance Retrieval Challenge (joint 3rd place)
- Three Minute Thesis (3MT) Final, NTU (finalist)
- Semantic Role Aware Correlation Transformer for Text to Video Retrieval (workshop oral)
- Semantic Role Aware Correlation Transformer for Text to Video Retrieval (oral)
- Deep Learning Based Vehicle Make-Model Classification (oral)
Teaching
- CE3004/CZ3004 Multidisciplinary Design Project
- Machine Learning Codelab Mentor, GDG DevFest London
- Deep Learning Study Group