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Traveling abroad, but still sensing the honor with my team as they went on stage to receive the award from Minister Wu of the National Science and Technology Council, Taiwan (#NSTC).

FutureTech Award(未來科技獎) is to recognize the top few government-funded research teams in impactful research results. It’s very selective — for example 82 selected from the 500+ candidates this year.

This is truly a testament to the collective efforts of our current and past team members in investigating frontier methods in #robot learning to reduce training costs, leveraging LLMs/VLMs for more sophisticated tasks, and ensuring safety for robot applications.

Feeling very proud of the team and looking forward to what we will work on next for both academia and industry.

如往常,我們讓所有的團隊成員(包括新生或是大學部專題生)輪番在攤位前介紹,面對各樣的問題、各樣的訪客。我相信除了「 #做 」,「 #說 」個好故事,也是技術人員必備的特質!特別是 #why 的部分。

這是實驗室第五個 #FutureTech 獎項,也是第一個以機器人為主題獲獎的研究。今年得獎主題為《精進機器人大腦:學得快、聽得懂、異常秒察覺》。我們聚焦於智慧機器人在真實應用中面臨的 #三大關鍵技術 :(1)開啟少量示範訓練的可行性,(2)使用 #LLM #VLM 來訓練機器人長時間複雜任務,(3)機器人異常行為偵測避免高風險。目的希望可以加速智慧機器人在智慧製造、智慧家居等場域的部署。

  Category: Students

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October 19th, 2025

Awarded National FutureTech Award (未來科技獎) 2025

Traveling abroad, but still sensing the honor with my team as they went on stage to receive the award from […]

December 16th, 2018

Keep Recruiting for Machine Learning Research Partners for Numerous Visual Sensors

誠徵一起打世界杯的研究夥伴! 十一年來,我們持續專注在各種視覺訊號上的機器學習研究。因為我們看到也相信這是一個必然的趨勢:視覺感應器量與種類持續劇增!很難想像我們的研究會由新聞視訊、影像搜尋逐漸進展到監控、人臉辨識、醫學影像、衛星影像、無人機、3D點雲(LiDAR、RGB-D)、甚至是工業智能、機器手臂視覺。 我們專注在這些技術對於產業(或是個人)可以帶來的efficiency、productivity、跟safety。 我們在乎研究產出的實質影響力。除了論文的發表之外,很高興這些工作也大大貢獻在國際大型研究競賽、產品、成立新創公司上。 未來的十年,必定更加的精彩! 我們渴望勇敢的研究夥伴加入我們。專職研究人員、博士後、博士生等。歡迎來現場跟我們聊聊! 或是參考我的FB、網頁。或是關於團隊的各種報導。

September 13th, 2018

Finalist (Top 3) in 2018 IEEE Signal Processing Society Video and Image Processing (VIP) Cup

習於國際競爭,是對團隊的要求。 很高興我們團隊在IEEE 訊號處理學會 (IEEE Signal Processing Society) 所舉辦的國際大型競賽2018 IEEE Signal Processing Society Video and Image Processing (VIP) Cup 中以前三名的位置進入最終決賽,將在十月初移師到希臘雅典舉辦的影像處理老牌會議 IEEE International Conference on […]

July 29th, 2018

信手拈來的3D模型搜尋 (Cross-View and Cross-Domain 3D Model Search)

We propose a cross-domain image-based 3D shape retrieval method, which learns a joint embedding space for natural images and 3D […]

July 27th, 2018

低解析人臉辨識跟解析度放大 (Very Low-Resolution Face Hallucination and Recognition)

Low-resolution face hallucination (or recognition) is a common need for security reasons as the captured suspect of interest is generally […]

June 18th, 2018

Winning Third Place in CVPR 2018 Video Recognition Challenge — Moments in Time

Congratulations for our team winning the Third Place in CVPR 2018 video action recognition challenge — Moments in Time (mini track). […]

June 13th, 2018

[Video Report] National Investment for the GPU Supercomputer?

National Investment for the GPU Supercomputer? ==================================== Thanks to the nice video report (in Mandarin) by TVBS News. Our team […]

June 9th, 2018

Collaborative Work Highlighted in Microsoft Research Blog

與外部單位的合作,時常會讓我們有意想不到的收穫,以及擴張多樣性的思考空間。MSRA Outreach團隊將我們這兩年的合作成果發表在Microsoft Research的網誌上。 也感謝微軟亞洲研究院 (MSRA) 這十年來的持續支持,讓我們可以不斷探索前瞻技術的各種可能,並且有機會貢獻在微軟的產品上。 Hsu noted, “This idea was developed during our previous collaboration on XiaoIce with Ruihua Song, […]

June 7th, 2018

Drone-View Building Identification: Dataset and the Pilot Work

For navigating the complex surrounding, we envision a proactive and adaptive drone-based building identification technology — recognizing the key buildings […]

June 7th, 2018

First Place (#1) in Disguised Face Recognition in CVPR 2018

Feel proud that the team is ranked #1 (the First Place) in CVPR 2018 Disgusied Face Recognition! Our team just won […]