Zobrazeno 1 - 10
of 7 141
pro vyhledávání: '"A., Atreya"'
In this work, we attempted to extend the thought and showcase a way forward for the Self-supervised Learning (SSL) learning paradigm by combining contrastive learning, self-distillation (knowledge distillation) and masked data modelling, the three ma
Externí odkaz:
http://arxiv.org/abs/2411.12270
Neuromorphic spintronics combines two advanced fields in technology, neuromorphic computing and spintronics, to create brain-inspired, efficient computing systems that leverage the unique properties of the electron's spin. In this book chapter, we fi
Externí odkaz:
http://arxiv.org/abs/2409.10290
Intelligent instruction-following robots capable of improving from autonomously collected experience have the potential to transform robot learning: instead of collecting costly teleoperated demonstration data, large-scale deployment of fleets of rob
Externí odkaz:
http://arxiv.org/abs/2407.20635
Autor:
Chaleshtori, Fateme Hashemi, Ghosal, Atreya, Gill, Alexander, Bambroo, Purbid, Marasović, Ana
Is explainability a false promise? This debate has emerged from the insufficient evidence that explanations help people in situations they are introduced for. More human-centered, application-grounded evaluations of explanations are needed to settle
Externí odkaz:
http://arxiv.org/abs/2407.03545
Adversarial attacks on machine learning algorithms have been a key deterrent to the adoption of AI in many real-world use cases. They significantly undermine the ability of high-performance neural networks by forcing misclassifications. These attacks
Externí odkaz:
http://arxiv.org/abs/2404.02660
Autor:
Li, Cheng, Allison, Michael, Atreya, Sushil, Brueshaber, Shawn, Fletcher, Leigh N., Guillot, Tristan, Li, Liming, Lunine, Jonathan, Miguel, Yamila, Orton, Glenn, Steffes, Paul, Waite, J. Hunter, Wong, Michael H., Levin, Steven, Bolton, Scott
The temperature structure of a giant planet was traditionally thought to be an adiabat assuming convective mixing homogenizes entropy. The only in-situ measurement made by the Galileo Probe detected a near-adiabatic temperature structure within one o
Externí odkaz:
http://arxiv.org/abs/2403.05363
This work proposes a novel process of using pen tip and tail 3D trajectory for air signature. To acquire the trajectories we developed a new pen tool and a stereo camera was used. We proposed SliT-CNN, a novel 2D spatial-temporal convolutional neural
Externí odkaz:
http://arxiv.org/abs/2401.02649
Topological textures in magnetic and electric materials are considered to be promising candidates for next-generation information technology and unconventional computing. Here, we discuss how the physical properties of topological nanoscale systems,
Externí odkaz:
http://arxiv.org/abs/2311.11929
In-context learning can improve the performances of knowledge-rich tasks such as question answering. In such scenarios, in-context examples trigger a language model (LM) to surface information stored in its parametric knowledge. We study how to bette
Externí odkaz:
http://arxiv.org/abs/2311.09579
Autor:
Rana, T. K., Pandit, Deepak, Manna, S., Kundu, S., Banerjee, K., Sen, A., Pandey, R., Mukherjee, G., Ghosh, T. K., Nayak, S. S., Shil, R., Karmakar, P., Atreya, K., Rani, K., Paul, D., Santra, Rajkumar, Sultana, A., Basu, S., Pal, S., Sadhukhan, S., Mondal, Debasish, Mukhopadhyay, S., Bhattacharya, Srijit, Pal, Surajit, Pant, Pankaj, Roy, Pratap, Ali, Sk M., Mondal, S., De, A., Dey, Balaram, Datta, R., Bhattacharya, S., Bhattacharya, C.
The radiative decay of the Hoyle state is the doorway to the production of heavier elements in stellar environment. Here we report, an exclusive measurement of electric quadruple (E$_2$) transitions of the Hoyle state to the ground state of $^{12}$C
Externí odkaz:
http://arxiv.org/abs/2311.08781