Miles Brundage

Do get in touch if the topic's of interest! Doing more work on it in coming months (writing report/research agenda).https://twitter.com/Miles_Brundage/status/835879848815935490 …

"How ConvNets model Non-linear Transformations," Pal and Savvides: https://arxiv.org/abs/1702.07664 

"How hard is it to cross the room? -- Training (Recurrent) Neural Networks to steer a UAV," Kelchtermans+Tuytelaars: https://arxiv.org/abs/1702.07600 

"RNN Decoding of Linear Block Codes," Nachmani et al.: https://arxiv.org/abs/1702.07560 

"Toward high-perf. online HCCR: a CNN approach w DropDistortion, path sig. + spatial stoch. max-pooling," Lai et al. https://arxiv.org/abs/1702.07508 

"Use Generalized Representations, But Do Not Forget Surface Features," Moosavi and Strube: https://arxiv.org/abs/1702.07507 

"Online Meta-learning by Parallel Algorithm Competition," Elfwing et al.: https://arxiv.org/abs/1702.07490 

"Deep representation learning for human motion prediction and classification," Butepage et al.: https://arxiv.org/abs/1702.07486 

"Renyi Differential Privacy," Ilya Mironov: https://arxiv.org/abs/1702.07476 

"Simultaneous Feature and Body-Part Learning for Real-Time Robot Awareness of Human Behaviors," Han et al.: https://arxiv.org/abs/1702.07474 

"Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making," Han et al.: https://arxiv.org/abs/1702.07475 

"Strongly-Typed Agents are Guaranteed to Interact Safely," David Balduzzi: https://arxiv.org/abs/1702.07450  (specific def. of "safe" but interesting)

"Multi-Context Attention for Human Pose Estimation," Chu et al.: https://arxiv.org/abs/1702.07432 

"Building Usage Profiles Using Deep Neural Nets," Curro et al.: https://arxiv.org/abs/1702.07424 

"WaterGAN: Unsup. Generative Net. to Enable Real-time Color Correction of Monocular Underwater Images," Li et al.: https://arxiv.org/abs/1702.07392 

"Toward Streaming Synapse Detection with Compositional ConvNets," Santurkar et al.: https://arxiv.org/abs/1702.07386 

"Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning," Pallone et al.: https://arxiv.org/abs/1702.07694 

"Sequence Modeling via Segmentations," Wang et al.: https://arxiv.org/abs/1702.07463 

"Neural Decision Trees," Randall Balestriero: https://arxiv.org/abs/1702.07360