1/26/2024 0 Comments T5 sequential shifterPractical recommendations for responsibly curating human-centric computer vision datasets for fairness and robustness evaluations, addressing privacy and bias concerns Morial Convention Center, Louisiana, USA Room: 206-207Įthical Considerations for Responsible Data Curation Title: Goal-Conditioned Reinforcement Learning, Workshop at NeurIPS 2023 Website: Date: Decem(Friday) Time: 09:00 AM – 17:30 PM (CST) Location: New Orleans Ernest N. Algorithms: How might we improve existing methods, and do this in a way that enables applications to broader domains (e.g., molecular discovery, instruction-following robots)?. Future directions: What are limitations of existing methods, benchmarks, and assumptions?.Connections: What are the connections between GCRL and representation learning, few-shot learning, and self-supervised learning? When does (say) effective representation learning emerge from GCRL?.The workshop aims to foster an inclusive environment where researchers and practitioners from all backgrounds can engage in discussions and build collaborations on the theory, methods, and applications of goal-conditioned reinforcement learning (GCRL).īroadly, the workshop will focus on the following topics and problems: Goal-Conditioned Reinforcement Learning, Workshop at NeurIPS 2023 Morial Convention Center, Louisiana, USA Room: 214 Website: Date: Decem(Sunday) Time: 16:00 PM – 18:00 PM (CST) Location: New Orleans Ernest N. Title: Sony’s Media Content Restoration and Editing with Deep Generative Models and Beyond. We welcome participants to engage in demos, discussing practical applications, and exploring the potential of deep generative models. Our applications meet professional music industry standards and have contributed to commercial products, particularly in AI-powered music production. In the second part, interactive demos focus on content restoration and editing using generative modeling and machine learning tools. The first section highlights our latest work on deep generative models, covering general purposes. We showcase Sony's media content restoration and editing technologies based on deep generative models in a two-part workshop. Sony’s Media Content Restoration and Editing with Deep Generative Models and Beyond. ・Regarding Japan-based full-time roles, in addition to your compensation and benefits package, we cover your flight to Japan, shipment of your belongings to Japan, visa expenses, commuting expenses, and more! ・Regarding Japan-based internships, please note that they are paid, and that we additionally cover round trip flights, visa expenses, commuting expenses, and accommodation expenses as part of our support package. ・Japanese language skills are NOT required, as your work will be conducted in English. NOTE: For those interested in Japan-based full-time and internship opportunities, please note the following points and benefits: Please see all other open positions through the links below. With us, you will be welcomed onto diverse, innovative, and creative teams set out to inspire the world.Īt this time, the full-time and internship roles previously listed on this page are closed. We look forward to working with highly motivated individuals to fill the world with emotion and to pioneer future innovation through dreams and curiosity.
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