韓國研究實驗室與Theta合作夥伴進行擴展AI實驗

Sungkyunkwan大學的AI＆Media Lab（AIM Lab）在Sungeun Hong教授的領導下，將Theta Edgecloud整合到了其計算基礎架構中。

Key highlights:

關鍵亮點：

* South Korean research lab partners with Theta to scale AI experimentation

*韓國研究實驗室與Theta合作夥伴以擴展AI實驗

Sungkyunkwan University's AI & Media Lab (AIM Lab), headed by Professor Sungeun Hong, has integrated Theta EdgeCloud into its computing infrastructure, making it the 32nd academic institution to join Theta Labs's decentralized GPU platform.

Sungkyunkwan大學的AI＆Media Lab（AIM LAB）由Sungeun Hong教授領導，已將Theta Edgecloud納入其計算機基礎設施，使其成為加入Theta Labs分散的GPU平台的第32個學術機構。

The lab, a contributor to multimodal learning and 3D vision research, will use the platform for a wide range of tasks, spanning vision-language modeling to domain adaptation and privacy-conscious domain transfer.

該實驗室是多模式學習和3D視覺研究的貢獻者，將使用該平台來完成各種任務，涵蓋視覺建模來域的適應和具有隱私意識的域轉移。

Theta EdgeCloud's pay-as-you-go architecture provides scalable GPU power without the overhead typically associated with traditional centralized infrastructure, helping the lab train and deploy AI models with greater speed and lower cost.

Theta Edgecloud的付費型架構提供了可擴展的GPU功率，而沒有通常與傳統的集中基礎架構相關的間接費用，從而幫助實驗室訓練和以更高的速度和更低的成本部署AI模型。

* Samsung-supported research earns international acclaim

*三星支持的研究獲得國際讚譽

The collaboration comes at a time when the AIM Lab is gaining broader recognition in the global AI research community.

該協作是在AIM實驗室在全球AI研究社區獲得更廣泛認可的時候。

One of its latest projects, titled "Question-Aware Gaussian Experts for Audio-Visual Question Answering," has been accepted as a Highlight Paper at CVPR 2024. CVPR, known for its highly selective review process with an acceptance rate of just 2.98%, is a premier computer vision conference, while Highlight Papers are further selected by the program chairs from accepted papers. The study introduces QA-TIGER, a model that aligns key audio and visual frames based on user queries to improve accuracy in video-based question answering.

其最新項目之一，標題為“質疑的高斯高斯專家，用於視聽問題”，在CVPR 2024上被接受為精彩論文。 CVPR以其高度選擇性的審查過程而聞名，僅接受2.98％的接受率，是一項優質的計算機視覺會議，而Proghimect Capers則是從接受培訓椅上選擇的。該研究介紹了QA-Tiger，該模型根據用戶查詢來對齊關鍵音頻和視覺幀，以提高基於視頻的問題答案的準確性。

Another recent achievement is the publication of a second paper, "Memory-Efficient Cross-Modal Attention for RGB-X Segmentation and Crowd Counting," in the journal Pattern Recognition. This work proposes a lightweight attention mechanism that reduces memory requirements for multimodal image segmentation, offering potential applications in fields like robotics and smart infrastructure. Both projects were supported by Samsung, which has a long-standing research affiliation with Sungkyunkwan University.

最近的另一個成就是在《期刊模式識別》中發表第二篇論文“記憶有效的跨模式關注和人群計數”。這項工作提出了一種輕巧的注意機制，可降低多模式圖像分割的內存需求，從而在機器人技術和智能基礎架構等領域提供潛在的應用。這兩個項目均得到三星的支持，三星與Sungkyunkwan大學具有長期的研究隸屬關係。

* Growing network of academic adopters

*不斷發展的學術收養網絡

By joining Theta's ecosystem, Sungkyunkwan University now collaborates with top-tier institutions such as Stanford, Seoul National University, KAIST, and NTU Singapore. This expanding academic network is united by the goal of improving AI system performance and scalability through decentralized computing.

通過加入Theta的生態系統，Sungkyunkwan大學現在與斯坦福大學，首爾國立大學，Kaist和NTU新加坡等頂級機構合作。通過分散計算來提高AI系統的性能和可伸縮性的目的，該擴展的學術網絡團結起來。

Professor Hong expressed the lab's intent to leverage Theta's capabilities across multiple research areas, including 3D vision and robotic perception.

洪教授表示，該實驗室的目的是利用多個研究領域的Theta能力，包括3D視覺和機器人感知。

"Theta EdgeCloud is now the clear leader in decentralized GPU infrastructure for research institutions worldwide. We're excited to get the computing flexibility and scale we need to push the boundaries of multimodal AI. From 3D vision to robot perception, Theta enables us to train and evaluate models more rapidly and cost-effectively. This will be game changing for our research lab."

“ Theta EdgeCloud現在是全球研究機構分散的GPU基礎設施的明確領導者。我們很高興能夠獲得計算的靈活性和規模，我們需要突破多模式AI的界限。從3D視覺的界限到機器人感知到機器人的感知到Theta，Theta使我們能夠更快地培訓和評估模型，並在此方面進行了更快的研究。

Mitch Liu, CEO and co-founder of Theta Labs, welcomed the university by noting the significance of its link to Samsung.

Theta Labs的首席執行官兼聯合創始人Mitch Liu注意到與三星的聯繫的重要性，歡迎了大學。

"We're super proud to welcome Sungkyunkwan University, with its strong research alliance with Samsung, to the Theta family. As more Samsung-supported and globally respected research institutions join us, Theta EdgeCloud continues to set the standard for scalable, decentralized AI infrastructure. There is no doubt that Theta is becoming a household name in academia and research, and our reputation is now spreading by word of mouth and referrals."

“我們非常自豪地歡迎與三星的強有力研究聯盟歡迎theta家族。隨著越來越多的三星支持和全球尊重的研究機構加入我們的行列，Theta Edgecloud繼續為可擴展的，分散的AI基礎設施建立標準，毫無疑問，TheTa是一個傳播的嘴。轉介。”

The partnership between Theta EdgeCloud and Sungkyunkwan University's AI & Media Lab marks another milestone in the open-source initiative's journey to democratize AI research infrastructure, providing researchers with the tools and support they need to push the boundaries of technological innovation. With backing from Samsung and a growing portfolio of influential academic adopters, Theta is establishing itself as an indispensable resource for research teams seeking both performance and affordability in AI experimentation.

Theta Edgecloud和Sungkyunkwan大學的AI＆Media Lab之間的伙伴關係標誌著開源計劃使AI研究基礎設施民主化的旅程中的另一個里程碑，為研究人員提供了他們為推動技術創新界限所需的工具和支持。借助三星的支持以及越來越多的有影響力的學術採用者組合，Theta將自己確立為在AI實驗中尋求績效和可負擔性的研究團隊必不可少的資源。