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08-06
2024
Towards Learning 3D Foundation Models Using Mixed 2D and 3D Data
Speaker: Qixing Huang University of Texas at Austin Time: 2024-08-06 14:00-2024-08-06 15:00 Venue: Seminar Room 2, 19th Floor, Tower C, TusPark Abstract: We are in the era of foundation models, in ...
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08-06
2024
Geometric Regularizations for 3D Shape Generation
Speaker: Qixing Huang University of Texas at Austin Time: 2024-08-06 10:30-2024-08-06 12:00 Venue: FIT1-312 Abstract: Generative models, which map a latent parameter space to instances in an ambien...
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08-06
2024
Machine Learning for Real-Time Constrained Optimization
Speaker: Minghua Chen Time: 2024-08-06 10:00-2024-08-06 12:00 Venue: FIT 1-222 Abstract: Optimization problems subject to hard constraints are common in time-critical applications such as autonomo...
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08-01
2024
Structured Bayesian Optimization for Performance Auto-Tuning
Speaker: Wenjie Xu EPFL Time: 2024-08-01 10:00-2024-08-01 11:00 Venue: FIT 1-222 Abstract: Performance tuning is ubiquitous in engineering, where a set of parameters are tuned to optimize the perfo...
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07-24
2024
Multi-armed Bandits with Structured and Correlated Arms
Speaker: Osman Yağan Carnegie Mellon University Time: 2024-07-24 14:00-2024-07-24 15:00 Venue: FIT 1-222 Abstract: Multi-armed bandit algorithms, which aim to maximize the cumulative reward or ide...
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07-18
2024
Quantum spin liquids and the cuprate superconductors
Speaker: Subir Sachdev Harvard University Time: 2024-07-18 10:30-2024-07-18 12:00 Venue: FIT 1-315 Abstract: Quantum spin liquid states have been intensively studied over the past three decades for...