A Review of Single-Source Deep Unsupervised Visual Domain Adaptation von Zhao, Sicheng, Yue, Xiangyu, Zhang, Shanghang, Li, Bo, Zhao, Han, Wu, Bichen, Krishna, Ravi, Gonzalez, Joseph E., Sangiovanni-Vincentelli, Alberto L., Seshia, Sanjit A., Keutzer, Kurt

Volltext

Remembering for the right reasons: Explanations reduce catastrophic forgetting von Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash, Gan, William, Gonzalez, Joseph E., Rohrbach, Marcus, Darrell, Trevor

Volltext

CathAI: fully automated coronary angiography interpretation and stenosis estimation von Avram, Robert, Olgin, Jeffrey E., Ahmed, Zeeshan, Verreault-Julien, Louis, Wan, Alvin, Barrios, Joshua, Abreau, Sean, Wan, Derek, Gonzalez, Joseph E., Tardif, Jean-Claude, So, Derek Y., Soni, Krishan, Tison, Geoffrey H.

Volltext

Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones von Thananjeyan, Brijen, Balakrishna, Ashwin, Nair, Suraj, Luo, Michael, Srinivasan, Krishnan, Hwang, Minho, Gonzalez, Joseph E., Ibarz, Julian, Finn, Chelsea, Goldberg, Ken

Volltext

Investigating the behavior of diffusion models for accelerating electronic structure calculations von Rothchild, Daniel, Rosen, Andrew S, Taw, Eric, Robinson, Connie, Gonzalez, Joseph E, Krishnapriyan, Aditi S

Volltext

Safety Augmented Value Estimation From Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks von Thananjeyan, Brijen, Balakrishna, Ashwin, Rosolia, Ugo, Li, Felix, McAllister, Rowan, Gonzalez, Joseph E., Levine, Sergey, Borrelli, Francesco, Goldberg, Ken

Volltext

RILaaS: Robot Inference and Learning as a Service von Tanwani, Ajay Kumar, Anand, Raghav, Gonzalez, Joseph E., Goldberg, Ken

Volltext

Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation von Jain, Samvit, Gonzalez, Joseph E.

Volltext

The Story of GraphLab - From Scaling Machine Learning to Shaping Graph Systems Research (VLDB 2023 Test-of-Time Award Talk) von Gonzalez, Joseph E., Low, Yucheng

Volltext

Cloudburst: Stateful Functions-as-a-Service von Sreekanti, Vikram, Wu, Chenggang, Lin, Xiayue Charles, Schleier-Smith, Johann, Gonzalez, Joseph E., Hellerstein, Joseph M., Tumanov, Alexey

Volltext

Helen: Maliciously Secure Coopetitive Learning for Linear Models von Zheng, Wenting, Popa, Raluca Ada, Gonzalez, Joseph E., Stoica, Ion

Volltext

Towards Scalable Dataframe Systems von Petersohn, Devin, Macke, Stephen, Xin, Doris, Ma, William, Lee, Doris, Mo, Xiangxi, Gonzalez, Joseph E., Hellerstein, Joseph M., Joseph, Anthony D., Parameswaran, Aditya

Volltext

SkipNet: Learning Dynamic Routing in Convolutional Networks von Wang, Xin, Yu, Fisher, Dou, Zi-Yi, Darrell, Trevor, Gonzalez, Joseph E.

Volltext

RALF: Accuracy-Aware Scheduling for Feature Store Maintenance von Wooders, Sarah, Mo, Xiangxi, Narang, Amit, Lin, Kevin, Stoica, Ion, Hellerstein, Joseph M., Crooks, Natacha, Gonzalez, Joseph E.

Volltext

The Scope and Nature of Reading Comprehension Impairments in School-Aged Children with Higher-Functioning Autism Spectrum Disorder von McIntyre, Nancy S., Solari, Emily J., Gonzales, Joseph E., Solomon, Marjorie, Lerro, Lindsay E., Novotny, Stephanie, Oswald, Tasha M., Mundy, Peter C.

Volltext

Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System von Petersohn, Devin, Tang, Dixin, Durrani, Rehan, Melik-Adamyan, Areg, Gonzalez, Joseph E., Joseph, Anthony D., Parameswaran, Aditya G.

Volltext

Hindsight Logging for Model Training von Garcia, Rolando, Liu, Eric, Sreekanti, Vikram, Yan, Bobby, Dandamudi, Anusha, Gonzalez, Joseph E., Hellerstein, Joseph M., Sen, Koushik

Volltext

CATHAI: FULLY AUTOMATED CORONARY ANGIOGRAPHY INTERPRETATION AND STENOSIS DETECTION USING A DEEP LEARNING-BASED ALGORITHMIC PIPELINE von Avram, Robert, Olgin, Jeffrey, Wan, Alvin, Ahmed, Zeeshan, Verreault-Julien, Louis, Abreau, Sean, Wan, Derek, Gonzalez, Joseph E., So, Derek, Soni, Krishan, Tison, Geoffrey

Volltext

Contextual multi-armed bandits for link adaptation in cellular networks von Saxena, Vidit, Jaldén, Joakim, Gonzalez, Joseph E., Bengtsson, Mats, Tullberg, Hugo, Stoica, Ion

Volltext bestellen

HEnRY: A Multi-Agent System Framework for Multi-Domain Contexts von Lacavalla, Emmanuele, Yang, Shuyi, Crupi, Riccardo, Gonzalez, Joseph E

Volltext bestellen