Zobrazeno 1 - 10
of 36 828
pro vyhledávání: '"Kim, Jung-In"'
Monocular 3D object detection is an important challenging task in autonomous driving. Existing methods mainly focus on performing 3D detection in ideal weather conditions, characterized by scenarios with clear and optimal visibility. However, the cha
Externí odkaz:
http://arxiv.org/abs/2407.16448
Recent Audio-Visual Question Answering (AVQA) methods rely on complete visual and audio input to answer questions accurately. However, in real-world scenarios, issues such as device malfunctions and data transmission errors frequently result in missi
Externí odkaz:
http://arxiv.org/abs/2407.16171
Autor:
Fang, Xingli, Kim, Jung-Eun
The privacy-preserving approaches to machine learning (ML) models have made substantial progress in recent years. However, it is still opaque in which circumstances and conditions the model becomes privacy-vulnerable, leading to a challenge for ML mo
Externí odkaz:
http://arxiv.org/abs/2407.16164
With the rapid increase in the research, development, and application of neural networks in the current era, there is a proportional increase in the energy needed to train and use models. Crucially, this is accompanied by the increase in carbon emiss
Externí odkaz:
http://arxiv.org/abs/2408.01446
Autor:
Sarkar, Soumya, Han, Zirun, Ghani, Maheera Abdul, Strkalj, Nives, Kim, Jung Ho, Wang, Yan, Jariwala, Deep, Chhowalla, Manish
Some van der Waals (vdW) materials exhibit ferroelectricity, making them promising for novel non-volatile memories (NVMs) such as ferroelectric diodes (FeDs). CuInP2S6 (CIPS) is a well-known vdW ferroelectric that has been integrated with graphene fo
Externí odkaz:
http://arxiv.org/abs/2407.09175
Computation of spin-resummed observables in post-Minkowskian dynamics typically involve evaluation of Feynman integrals deformed by an exponential factor, where the exponent is a linear sum of the momenta being integrated. Such integrals can be viewe
Externí odkaz:
http://arxiv.org/abs/2406.17658
Autor:
Tayeb, Adnan Md, Khatun, Mst Ayesha, Golam, Mohtasin, Rahaman, Md Facklasur, Aouto, Ali, Angelo, Oroceo Paul, Lee, Minseon, Kim, Dong-Seong, Lee, Jae-Min, Kim, Jung-Hyeon
Precise and prompt identification of road surface conditions enables vehicles to adjust their actions, like changing speed or using specific traction control techniques, to lower the chance of accidents and potential danger to drivers and pedestrians
Externí odkaz:
http://arxiv.org/abs/2406.10128
Sign languages are multi-channel languages that communicate information through not just the hands (manual signals) but also facial expressions and upper body movements (non-manual signals). However, since automatic sign language translation is usual
Externí odkaz:
http://arxiv.org/abs/2406.06648
We study the (ambi-)twistor model for spinning particles interacting via electromagnetic field, as a toy model for studying classical dynamics of gravitating bodies including effects of both spins to all orders. We compute the momentum kick and spin
Externí odkaz:
http://arxiv.org/abs/2405.17056
In this paper, we propose a predictive quantifier to estimate the retraining cost of a trained model in distribution shifts. The proposed Aggregated Representation Measure (ARM) quantifies the change in the model's representation from the old to new
Externí odkaz:
http://arxiv.org/abs/2405.09600