Deep Learning
Recurrent Registration Neural Networks for Deformable Image Registration
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
Neural Information Processing Systems http://nips.cc/
Domain-Invariant Projection Learning for Zero-Shot Recognition
An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Neural Information Processing Systems http://nips.cc/
5c7465e4a236b56226ca221f3d16bf2b-Paper-Conference.pdf
Text-to-Image (T2I) has witnessed significant advancements, demonstrating superior performance for various generative tasks.
A Tensorized Transformer for Language Modeling
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song
Neural Information Processing Systems http://nips.cc/
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ R. Salakhutdinov, Quoc V. Le
Neural Information Processing Systems http://nips.cc/
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
They exchange 0/1 spikes for processing information, thus most of the multiplications in networks can be replaced by additions.
Amortized Bethe Free Energy Minimization for Learning MRFs
Neural Information Processing Systems http://nips.cc/
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
CaST, which consistently outperforms existing methods with good interpretability.