NIPS2017、気になる論文リストアップ

NIPSのAccepted Papersの一覧が出てたことに気づいた。

https://nips.cc/Conferences/2017/AcceptedPapersInitial

Abstとかはまだ上がってないので、現時点でタイトル見て気になる論文をピックアップしておく(備忘録として)

採択数めっちゃ多い気がする、このうち何本を読むのだろうか......(ピックアップしたのは17件)

  • Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models
    Chris Oates (Newcastle University) · Steven Niederer (Kings College London) · Angela Lee (King's College London) · François-Xavier Briol (University of Warwick) · Mark Girolami (Imperial College London)
  • Structured Embedding Models for Grouped Data
    Maja Rudolph (Columbia University) · Francisco Ruiz () · David Blei (Columbia University)
  • Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model
    Jiasen Lu (Georgia Tech) · Anitha Kannan () · Jianwei Yang (Georgia Tech) · Dhruv Batra () · Devi Parikh (Georgia Tech / Facebook AI Research (FAIR)) 
  • Universal Style Transfer via Feature Transforms
    Yijun Li (University of California, Merced) · Chen Fang (Adobe Research) · Jimei Yang (Adobe Research) · Zhaowen Wang (Adobe Research) · Xin Lu (Adobe) · Ming-Hsuan Yang (UC Merced)
  • Multimodal Learning and Reasoning for Visual Question Answering
    Ilija Ilievski (National University of Singapore) · Jiashi Feng (National University of Singapore)
  • Question Asking as Program Generation
    Anselm Rothe (New York University) · Brenden Lake (New York University) · Todd Gureckis (New York University)

  • A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering
    Hongteng Xu (Duke University) · Hongyuan Zha (Georgia Tech)
  • Parallel Streaming Wasserstein Barycenters
    Matthew Staib (MIT) · Sebastian Claici (MIT) · Justin M Solomon (MIT) · Stefanie Jegelka (MIT)

  • Deep Voice 2: Multi-Speaker Neural Text-to-Speech
    Andrew Gibiansky (Baidu Research)
  • Sparse k-Means Embedding
    Weiwei Liu (UTS) · Xiaobo Shen (NJUST) · Ivor Tsang (University of Technology, Sydney)

  • Collecting Telemetry Data Privately
    Bolin Ding (Microsoft) · Janardhan Kulkarni (Microsoft Research) · Sergey Yekhanin (Microsoft)
  • Visual Interaction Networks
    Nicholas Watters (Google DeepMind) · Daniel Zoran (DeepMind) · Theophane Weber (DeepMind) · Peter Battaglia (DeepMind) · Razvan Pascanu (Google DeepMind) · Andrea Tacchetti (MIT)
  • Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
    Jianshu Chen (Microsoft Research, Redmond, W) · Chong Wang () · Lin Xiao (Microsoft Research) · Ji He (University Washington) · Lihong Li (Microsoft Research) · Li Deng (Citadel)
  • Learning from Complementary Labels
    Takashi Ishida (Sumitomo Mitsui Asset Management, The University of Tokyo, RIKEN) · Masashi Sugiyama (RIKEN / University of Tokyo) · Gang Niu (The University of Tokyo / RIKEN)
  • Discriminative State Space Models
    Vitaly Kuznetsov (Google Research) · Mehryar Mohri (Courant Institute and Google)
  • Conic Scan Coverage algorithm for nonparametric topic modeling
    Mikhail Yurochkin (University of Michigan) · Aritra Guha (University of Michigan) · XuanLong Nguyen (University of Michigan)
  • Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts
    Raymond Yeh (University of Illinois at Urbana–Champaign) · Jinjun Xiong (IBM Research) · Wen-Mei Hwu () · Minh Do (University of Illinois) · Alexander Schwing (University of Illinois at Urbana-Champaign)

 

ちょい別枠

  • Deep Sets
    Manzil Zaheer (Carnegie Mellon University) · Satwik Kottur (Carnegie Mellon University) · Siamak Ravanbakhsh (CMU/UBC) · Barnabas Poczos (Carnegie Mellon University) · Ruslan Salakhutdinov () · Alexander Smola (Amazon - We are hiring!)

寝ぼけ眼で見ていても所属のところにWe are hiring! って書いてあったから、どういうことなんだろう...(そういうことなんだろうか?)ってなったのでメモしておく。