Dual Path Networks
Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng
Network (DPN) for image classification which presents a new topology of connection paths internally.
- Asia > Singapore (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- Asia > China > Beijing > Beijing (0.04)
Gradient Descent Can Take Exponential Time to Escape Saddle Points
Simon S. Du, Chi Jin, Jason D. Lee, Michael I. Jordan, Aarti Singh, Barnabas Poczos
Neural Information Processing Systems http://nips.cc/
- Asia > Middle East > Jordan (0.05)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Ce Zhang, Huan Zhang, Cho-Jui Hsieh, Wei Zhang, Ji Liu
CNTK, are built in a centralized fashion.
- Europe > Switzerland > Zürich > Zürich (0.04)
- North America > United States > California > Yolo County > Davis (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, Byoung-Tak Zhang
Neural Information Processing Systems http://nips.cc/
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- Asia > South Korea > Seoul > Seoul (0.04)
- Asia > Middle East > Jordan (0.04)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.46)
Generative Local Metric Learning for Kernel Regression
Yung-Kyun Noh, Masashi Sugiyama, Kee-Eung Kim, Frank Park, Daniel D. Lee
Neural Information Processing Systems http://nips.cc/
- Asia > Japan > Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.14)
- Asia > South Korea > Seoul > Seoul (0.04)
- North America > United States > Pennsylvania (0.04)
- (2 more...)
Multimodal Learning and Reasoning for Visual Question Answering
Typically, a VQA model is comprised of two modules for learning the question and the image representations, and a third module for fusing the representations into a single multimodal representation.
- Asia > Singapore (0.05)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- Asia > Afghanistan > Parwan Province > Charikar (0.04)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Cognitive Science (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.97)
Alternating Estimation for Structured High-Dimensional Multi-Response Models
We consider the problem of learning high-dimensional multi-response linear models with structured parameters.
- North America > United States > Minnesota (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- Asia > Middle East > Israel (0.04)
Avoiding Discrimination through Causal Reasoning
Niki Kilbertus, Mateo Rojas Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf
Neural Information Processing Systems http://nips.cc/
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
Convergence rates of a partition based Bayesian multivariate density estimation method
Linxi Liu, Dangna Li, Wing Hung Wong
Neural Information Processing Systems http://nips.cc/
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
Protein Interface Prediction using Graph Convolutional Networks
Alex Fout, Jonathon Byrd, Basir Shariat, Asa Ben-Hur
Neural Information Processing Systems http://nips.cc/
- North America > United States > Colorado > Larimer County > Fort Collins (0.05)
- North America > United States > California > Los Angeles County > Long Beach (0.04)