Deep learning for fabric defect detection by Nangia, Saniya

“…The base models, YOLOv8 and RT-DETR, are fine-tuned on a dataset of patterned fabric defects to find the optimal model configurations. …”
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Neural abstractive summarization: improvements at the sequence-level by Ravaut, Mathieu

“…With enough data, pre-trained Transformer-based sequence-to-sequence models can be fine-tuned and achieve strong performance on abstractive summarization benchmarks. …”
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A single year = 心的探索 by Ng, Yan Ying

“…This book is an individual project which describes the author’s personal experience and reflections of growing into an adult, the need to learn to be independent and live with oneself as siblings and friends started to find their lives partners or busy with their works.…”
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Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks by Zhang, Zhengyan, Xiao, Guangxuan, Li, Yongwei, Lv, Tian, Qi, Fanchao, Liu, Zhiyuan, Wang, Yasheng, Jiang, Xin, Sun, Maosong

“…The pre-training-then-fine-tuning paradigm has been widely used in deep learning. …”
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The narcoleptic boy. by Nguyen Hieu Hanh.

“…However, the tables are turned when the dog gets into trouble while trying to find something to help the boy stay awake. Now it is up to the boy to save his friend instead.…”
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Apart. by Chng, Darrell Jie Hao.

“…An orphan girl dwells on her memories to find solace. My film uses the elements and colour of 2 environments to tell the story of the film.…”
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This is my land by Soon, Hui Ying

“…As Singapore changes and progresses, many young adults find themselves facing increasingly steep odds in making their way in the world. …”
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Elephant in the room by Muhammad Iskandar Thani BMB, Ng, Qin Ching

“…A man born without a soul finds himself on a quest to 'fix' himself after the death of his mother. …”
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Evie. by Chong, Ren Rong.

“…This animation focuses on conceptual themes and symbolism, seeking at the same time to bring together things of contrast, much like the disparate mediums used together in this work. …”
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Maritime bunker sales in Singapore : an overview of the bunkering market in Singapore 2018/2019(focusing on charter parties disputes) by Yong, Jordan Yong Jie

“…Over 90% of world trade are contributed to the form of ships in water transport. Like many other modes of transport, ships in the ocean emit harmful gases into the environment like sulphur oxides, nitrogen oxides and carbon dioxide through burning of fossil fuels that are in the form of fuel oil. …”
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Experiencing non-places through soundscapes. by Tan, Emily Sze Hui.

“…And also, to encourage viewers to find their little pleasures in what might seem as the mundane process of commuting and everyday life.…”
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Supernova by Leong, Fernandez Jun Yi

“…How do we find ways to support people on their own terms, be it their preference in creating social connections or the preference of people who prefer solitude? …”
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CURIO by Xie, Xiuyun

“…Often disguised as passing questions or thoughts, what if they were scrutinized and researched like how an epistemophilia person would? This project aims to understand what it takes to be more in touch with my subtle curious questions and presenting newly learned knowledge using illustration as a medium.…”
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Visual learning : an approach to help chinese dyslexic children to overcome learning disabilities. by Huang, Yuxian.

“…Children with dyslexia find it difficult to read, write, spell, comprehend written passages and articulate their thoughts even though they are smart enough and are motivated to learn. …”
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Enhancing the microstructure and strength gain of sustainable cement binders by Lin, Shiyi

“…In this experimental investigation conducted on various composition of sample is to find out the effects of different environments on the mechanical properties of reactive Magnesium Oxide (MgO) based samples against PC based samples. …”
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Anatomy of gloom. by Lim, Gwen Yuan Wen.

“…The Puppet wakes up in a gloomy world. Like a new born baby, she is amused her existence. …”
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Dreams : bespoke for the soul by Dinh, Hai Yen

“…By having the audience looking at the pieces, it is a hope that they can find a piece which resonates most closely and it may encourage them to reflect about themselves. …”
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New moon by Chen, Danning

“…Grab and pull the trigger button using your hands as well as find the missing pieces to fix the spaceship to get back safely.…”
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Rojak state by Veera, Sherilyn Shaan

“…It focuses on the idea that everyone has a tint of mixed in their own unique way and aims to move beyond race or boundaries in order to find common ground with both mixed and non-mixed people. …”
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Shelf-it . by Ong, Chi Leen.

“…Hence, high rise buildings with smaller living space like Studio Apartment and Small Office Home Office (SOHO) have become popular. …”
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