72. 做实习的缺点？ICML x HCI 的参会体验 (嘉宾：Bryan Wang)
李丁聊天室
Deep Dive
What were the key takeaways from Bryan Wang's experience at ICML?
Bryan Wang co-organized the AI and HCI workshop at ICML, aiming to bridge the gap between HCI and machine learning communities. The workshop was successful, with 60 papers presented and a balanced mix of AI and HCI researchers. He found it valuable to engage with ML researchers who are increasingly interested in human-centered computing, leading to new ideas and perspectives.
What are the three key elements Bryan considers important for internships?
Bryan emphasizes three key elements for internships: diversifying research portfolio, building connections, and experiencing the location. Diversifying research involves working on projects outside one's usual scope, connections help in networking and future opportunities, and location helps in deciding where to live post-PhD.
How does virtual internship compare to in-person internship in terms of building connections?
Virtual internships are less effective for building deep connections compared to in-person internships. Bryan found that in-person internships allowed for better bonding and understanding with team members, whereas virtual internships lacked this depth. He recommends choosing in-person internships if given the option.
What are the differences in internship experiences at Google, Adobe, and Meta?
Google offers abundant resources and perks, such as access to GPUs and massage benefits, focusing on AI and engineering. Adobe has a creative, art-focused vibe, influencing Bryan's research on human-AI systems for creativity. Meta, particularly in Reality Labs, provides strong support for AR/VR research but has more bureaucratic overhead in accessing tools and data.
What are the downsides of doing internships during a PhD?
The main downside is that internship projects must align with the company's interests, which may not always match the intern's personal research interests. This can limit the scope of projects and make it challenging to find a topic that satisfies both the intern and the company. It requires balancing diversification of research with personal and company alignment.
How does Bryan approach choosing a city for post-PhD life based on internship locations?
Bryan uses internships to experience different cities and decide where he might want to live post-PhD. He considers factors like food, weather, and lifestyle activities. For example, he found Redmond boring but enjoyed Seattle and San Francisco for their vibrant food scenes and outdoor activities.
What are the benefits of internships for PhD students according to Bryan?
Internships provide PhD students with financial stability, a break from academic responsibilities, and a focused time to work on projects. They also offer a chance to restart and gain new perspectives, which can be motivating. Additionally, internships help in building a diverse research portfolio and professional connections.
How does Bryan's manager at Meta approach project selection for interns?
Bryan's manager at Meta encourages branching out into projects that may not be directly related to the team's main research but still align with the company's broader goals. This approach allows interns to explore new areas and potentially expand the team's research scope.
- Attended ICML conference to co-organize AI and HCI workshop.
- Workshop successfully presented 60 papers.
- The event fostered collaboration and knowledge sharing between AI and HCI researchers.
- Many ML researchers are now more interested in human-centered computing.
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