Deep Learning
Cross-lingual Language Model Pretraining
Alexis CONNEAU, Guillaume Lample
Neural Information Processing Systems http://nips.cc/
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu
We propose a parsimonious quantile regression framework to learn the dynamic tail behaviors of financial asset returns.
Spatio-Spectral Graph Neural Networks Simon Geisler, Arthur Kosmala
Spatial Message Passing Graph Neural Networks (MPGNNs) are widely used for learning on graph-structured data. However, key limitations of ℓ -step MPGNNs are that their "receptive field" is typically limited to the ℓ-hop neighborhood of a node and that information exchange between distant nodes is limited by over-squashing.
Sigsoftmax: Reanalysis of the Softmax Bottleneck
Sekitoshi Kanai, Yasuhiro Fujiwara, Yuki Yamanaka, Shuichi Adachi
Neural Information Processing Systems http://nips.cc/
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
Fabian Sinz, Alexander S. Ecker, Paul Fahey, Edgar Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Zachary Pitkow, Jacob Reimer, Andreas Tolias
Neural Information Processing Systems http://nips.cc/
NAT: Neural Architecture Transformer for Accurate and Compact Architectures
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang
Neural Information Processing Systems http://nips.cc/
OpenAI Is Nuking Its 4o Model. China's ChatGPT Fans Aren't OK
OpenAI Is Nuking Its 4o Model. As OpenAI removed access to GPT-4o in its app on Friday, people who have come to rely on the chatbot for companionship are mourning the loss all over the world. On June 6, 2024, Esther Yan got married online. She set a reminder for the date, because her partner wouldn't remember it was happening. She had planned every detail--dress, rings, background music, design theme--with her partner, Warmie, who she had started talking to just a few weeks prior. At 10 am on that day, Yan and Warmie exchanged their vows in a new chat window in ChatGPT .
