Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Suri, Karush"'
Autor:
Fradkin, Philip, Azadi, Puria, Suri, Karush, Wenkel, Frederik, Bashashati, Ali, Sypetkowski, Maciej, Beaini, Dominique
Predicting molecular impact on cellular function is a core challenge in therapeutic design. Phenomic experiments, designed to capture cellular morphology, utilize microscopy based techniques and demonstrate a high throughput solution for uncovering m
Externí odkaz:
http://arxiv.org/abs/2409.08302
Autor:
Sypetkowski, Maciej, Wenkel, Frederik, Poursafaei, Farimah, Dickson, Nia, Suri, Karush, Fradkin, Philip, Beaini, Dominique
Scaling deep learning models has been at the heart of recent revolutions in language modelling and image generation. Practitioners have observed a strong relationship between model size, dataset size, and performance. However, structure-based archite
Externí odkaz:
http://arxiv.org/abs/2404.11568
Advances in Reinforcement Learning (RL) span a wide variety of applications which motivate development in this area. While application tasks serve as suitable benchmarks for real world problems, RL is seldomly used in practical scenarios consisting o
Externí odkaz:
http://arxiv.org/abs/2104.00620
Multi-Agent Reinforcement Learning (MARL) has demonstrated significant success in training decentralised policies in a centralised manner by making use of value factorization methods. However, addressing surprise across spurious states and approximat
Externí odkaz:
http://arxiv.org/abs/2009.09842
Advances in Reinforcement Learning (RL) have demonstrated data efficiency and optimal control over large state spaces at the cost of scalable performance. Genetic methods, on the other hand, provide scalability but depict hyperparameter sensitivity t
Externí odkaz:
http://arxiv.org/abs/2007.13690
Autor:
Suri, Karush, Gupta, Rinki
Recent advancements in diagnostic learning and development of gesture-based human machine interfaces have driven surface electromyography (sEMG) towards significant importance. Analysis of hand gestures requires an accurate assessment of sEMG signals
Externí odkaz:
http://arxiv.org/abs/2005.03460
Autor:
Suri, Karush, Gupta, Rinki
Surface electromyography (sEMG) is becoming exceeding useful in applications involving analysis of human motion such as in human-machine interface, assistive technology, healthcare and prosthetic development. The proposed work presents a novel dual s
Externí odkaz:
http://arxiv.org/abs/2005.01711
Autor:
Suri, Karush, Gupta, Rinki
Sign Language is used by the deaf community all over world. The work presented here proposes a novel one-dimensional deep capsule network (CapsNet) architecture for continuous Indian Sign Language recognition by means of signals obtained from a custo
Externí odkaz:
http://arxiv.org/abs/2005.00409
Autor:
Suri, Karush, Gupta, Rinki
IMUs are gaining significant importance in the field of hand gesture analysis, trajectory detection and kinematic functional study. An Inertial Measurement Unit (IMU) consists of tri-axial accelerometers and gyroscopes which can together be used for
Externí odkaz:
http://arxiv.org/abs/2005.00410
Autor:
Gupta, Rinki, Suri, Karush
Surface electromyography (sEMG) has gained significant importance during recent advancements in consumer electronics for healthcare systems, gesture analysis and recognition and sign language communication. For such a system, it is imperative to dete
Externí odkaz:
http://arxiv.org/abs/2005.00107