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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98 results at NeurIPS 2021

Bringing “conscious” access to micro-credit by enhancing non-traditional financial practices with AI in the Global South
- - Heloisa Caroline de Souza Pereira Candello
  - Marcelo Carpinette Grave
  - et al.
- 2021
- NeurIPS 2021
Thinking Fast and Slow in AI: the Role of Metacognition
- - Marianna Bergamaschi Ganapini
  - Murray Campbell
  - et al.
- 2021
- NeurIPS 2021
Towards efficient end-to-end speech recognition with biologically-inspired neural networks
- - Thomas Bohnstingl
  - Ayush Garg
  - et al.
- 2021
- NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)
- - Ngoc Lan Hoang
  - Thu-Thuy Pham
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- - Igor Melnyk
  - Payel Das
  - et al.
- 2021
- NeurIPS 2021
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2021
- NeurIPS 2021
MAML is a Noisy Contrastive Learner
- - Chia-Hsiang Kao
  - Wei-Chen Chiu
  - et al.
- 2021
- NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- - Loic Kwate Dassi
  - Matteo Manica
  - et al.
- 2021
- NeurIPS 2021
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Certified Robustness for Free in Differentially Private Federated Learning
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2021
- NeurIPS 2021