Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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13 results at ICLR 2018

Evaluating the robustness of neural networks: An extreme value theory approach
- - Tsui Wei Weng
  - Huan Zhang
  - et al.
- 2018
- ICLR 2018
Attacking the Madry defense model with L₁-based adversarial examples
- - Yash Sharma
  - Pin-Yu Chen
- 2018
- ICLR 2018
Routing networks: Adaptive selection of non-linear functions for multi-task learning
- - Clemens Rosenbaum
  - Tim Klinger
  - et al.
- 2018
- ICLR 2018
Variational inference of disentangled latent concepts from unlabeled observations
- - Abhishek Kumar
  - Prasanna Sattigeri
  - et al.
- 2018
- ICLR 2018
Neuron as an agent
- - Shohei Ohsawa
  - Kei Akuzawa
  - et al.
- 2018
- ICLR 2018
Viterbi-based pruning for sparse matrix with fixed and high index compression ratio
- - Dongsoo Lee
  - Daehyun Ahn
  - et al.
- 2018
- ICLR 2018
Evidence aggregation for answer re-ranking in open-domain question answering
- - Shuohang Wang
  - Mo Yu
  - et al.
- 2018
- ICLR 2018
Sufisent - Universal sentence representations using suffix encodings
- - Siddhartha Brahma
- 2018
- ICLR 2018
Sobolev Gan
- - Youssef Mroueh
  - Chun Liang Li
  - et al.
- 2018
- ICLR 2018
Eigenoption discovery through the deep successor representation
- - Marlos C. Machado
  - Clemens Rosenbaum
  - et al.
- 2018
- ICLR 2018