Zobrazeno 1 - 10
of 39 292
pro vyhledávání: '"Subramanian, P."'
Autor:
Subramanian, Shashank, Rrapaj, Ermal, Harrington, Peter, Chheda, Smeet, Farrell, Steven, Austin, Brian, Williams, Samuel, Wright, Nicholas, Bhimji, Wahid
Generative AI, in particular large transformer models, are increasingly driving HPC system design in science and industry. We analyze performance characteristics of such transformer models and discuss their sensitivity to the transformer type, parall
Externí odkaz:
http://arxiv.org/abs/2410.00273
Autor:
Brandstetter, Sandra, Heintze, Carl, Subramanian, Keerthan, Hill, Paul, Preiss, Philipp M., Gałka, Maciej, Jochim, Selim
Understanding many body systems is a key challenge in physics. Single atom resolved imaging techniques have unlocked access to microscopic correlations in ultracold quantum gases. However they cannot be used when the relevant length scales are obscur
Externí odkaz:
http://arxiv.org/abs/2409.18954
Learning from Demonstration (LfD) is a useful paradigm for training policies that solve tasks involving complex motions, such as those encountered in robotic manipulation. In practice, the successful application of LfD requires overcoming error accum
Externí odkaz:
http://arxiv.org/abs/2409.18768
This paper addresses a challenging interactive task learning scenario we call rearrangement under unawareness: to manipulate a rigid-body environment in a context where the robot is unaware of a concept that's key to solving the instructed task. We p
Externí odkaz:
http://arxiv.org/abs/2409.17755
The Small Magellanic Cloud (SMC) is an irregular dwarf galaxy that has recently undergone an interaction with the Large Magellanic Cloud. The young massive stars in the SMC formed in the disturbed low-metallicity environment are important targets in
Externí odkaz:
http://arxiv.org/abs/2409.13605
We study the complexity of testing properties of quantum channels. First, we show that testing identity to any channel $\mathcal N: \mathbb C^{d_{\mathrm{in}} \times d_{\mathrm{in}}} \to \mathbb C^{d_{\mathrm{out}} \times d_{\mathrm{out}}}$ in diamon
Externí odkaz:
http://arxiv.org/abs/2409.12566
Security researchers are continually challenged by the need to stay current with rapidly evolving cybersecurity research, tools, and techniques. This constant cycle of learning, unlearning, and relearning, combined with the repetitive tasks of siftin
Externí odkaz:
http://arxiv.org/abs/2409.09493
Autor:
Liu, Guiliang, Xu, Sheng, Liu, Shicheng, Gaurav, Ashish, Subramanian, Sriram Ganapathi, Poupart, Pascal
Inverse Constrained Reinforcement Learning (ICRL) is the task of inferring the implicit constraints followed by expert agents from their demonstration data. As an emerging research topic, ICRL has received considerable attention in recent years. This
Externí odkaz:
http://arxiv.org/abs/2409.07569
Autor:
Madan, Surbhi, Ghosh, Shreya, Sookha, Lownish Rai, Ganaie, M. A., Subramanian, Ramanathan, Dhall, Abhinav, Gedeon, Tom
Estimating the Most Important Person (MIP) in any social event setup is a challenging problem mainly due to contextual complexity and scarcity of labeled data. Moreover, the causality aspects of MIP estimation are quite subjective and diverse. To thi
Externí odkaz:
http://arxiv.org/abs/2409.06224
Modern web services adopt cloud-native principles to leverage the advantages of microservices. To consistently guarantee high Quality of Service (QoS) according to Service Level Agreements (SLAs), ensure satisfactory user experiences, and minimize op
Externí odkaz:
http://arxiv.org/abs/2409.03103