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#ICML2025 social media round-up part 2
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第42届国际机器学习会议(ICML2025)于7月13日至19日在加拿大温哥华成功举办。本次会议汇聚了众多机器学习领域的专家学者,涵盖了五场特邀报告、口头及海报展示、社群活动、教程和研讨会等丰富内容。与会者们在会议的后半程积极参与各项活动,分享最新研究成果,探讨前沿技术趋势。多位学者通过海报展示和口头报告,介绍了他们在数据混合框架、表示相似性分析、单细胞多组学基准测试、数据增强方法以及可解释性等方面的创新工作。会议期间还举办了关于可信基础模型的记忆化研讨会,并颁发了最佳论文奖,充分展示了机器学习领域的活力与发展。

✨ **ICML2025会议概览**:会议于7月13日至19日在温哥华举行,内容丰富,包括特邀报告、论文展示、研讨会等,是机器学习领域的重要学术交流平台。

🗣️ **研究成果发布**:多位学者在会议上展示了他们在语言模型预训练与微调框架(CHAMELEON)、表示相似性跨数据集行为、单细胞多组学自监督学习基准测试(scSSL-Bench)、数据增强方法以及可解释性等方面的最新研究成果。

🤝 **社群互动与交流**:与会者积极参与海报展示、社群活动和研讨会,就前沿技术进行深入交流和讨论,例如关于可信基础模型的记忆化问题,并分享了参会体验和研究心得。

🏆 **重要奖项与认可**:会议期间颁发了最佳论文奖,获奖者Danyal Rehman的研究“Forward-Only Regression Training of Normalizing Flows”得到了肯定,体现了对创新性研究的鼓励。

🤖 **技术应用展示**:会议也涉及了如咖啡冲泡机器人等有趣的技术应用场景的讨论,虽然有时会遇到挑战,但展示了技术与生活的结合。

The 42nd International Conference on Machine Learning (ICML2025) took place in Vancouver, Canada, from 13-19 July. As well as five invited talks, the programme included oral and poster presentations, affinity events, tutorials, and workshops. Find out what participants got up to during the second half of the event.

We'll present our work, "CHAMELEON: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning," at #ICML2025! This is joint work with Francesco Tonin and @CevherLIONS.

📍 Find us at Poster E-2807 from 11 AM today. Excited to connect and discuss!

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— Wanyun Xie (@wanyunxie.bsky.social) 16 July 2025 at 16:51

🎉 Presenting at #ICML2025 tomorrow!
Come and explore how representational similarities behave across datasets 🙂

📅 Thu Jul 17, 11 AM-1:30 PM PDT
📍 East Exhibition Hall A-B #E-2510

Huge thanks to @lorenzlinhardt.bsky.social, Marco Morik, Jonas Dippel, Simon Kornblith, and @lukasmut.bsky.social!

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— Laure Ciernik (@lciernik.bsky.social) 16 July 2025 at 22:07

🎉 Happy to present our spotlight paper at #ICML2025 tomorrow 🇨🇦

We introduce scSSL-Bench, a benchmark evaluating 19 SSL methods across 9 single-cell multi-omics datasets🧬 and 3 tasks.

Visit our poster:
📅 Thu Jul 17, 11 AM – 1:30 PM PDT
📍 West Exhibition Hall B2-B3 #W-311

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— Olga Ovcharenko (@oovcharenko.bsky.social) 16 July 2025 at 23:29

I am at #ICML2025! 🇨🇦🏞️
Catch me:

1️⃣ Presenting this paper👇 tomorrow 11am-1:30pm at East #1205

2️⃣ At the Actionable Interpretability @actinterp.bsky.social workshop on Saturday in East Ballroom A (I’m an organizer!)

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— Sarah Wiegreffe @ ICML (@sarah-nlp.bsky.social) 17 July 2025 at 00:09

Hello LauraNation🐛 !!!
Attending #ICML2025 ? Curious about data augmentation approaches?
Come check out my poster!

🕚 Time: 7/17, 11am-1:30pm
🏙️ Location: W-306

In simpler terms, we choose "equally difficult" augmentations with a quick estimation of model sensitivity.

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— laura (@laurayuzheng.bsky.social) 17 July 2025 at 06:46

Thanks to everyone who stopped by our work! If you missed it and want to know more, just drop me a message! #ICML2025

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— Cosimo Gregucci@ICML2025 (@cgregucci.bsky.social) 17 July 2025 at 17:58

Poster is up and we are looking forward to the #ICML2025 poster session. Come join @patrickknab.bsky.social and me at Poster #W-214 presenting our work with @smarton.bsky.social, Christian Bartelt, and @margretkeuper.bsky.social @margretkeuper.bsky.social #UniMa

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— Katharina Prasse (@katharinaprasse.bsky.social) 17 July 2025 at 19:00

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ICML2025 机器学习 人工智能 学术会议 研究成果
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