Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Year

95 results at NeurIPS 2021

S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- - Chulin Wang
  - Kyongmin Yeo
  - et al.
- 2021
- NeurIPS 2021
QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks
- - Jun Qi
  - Chao-Han Huck Yang
  - et al.
- 2021
- NeurIPS 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Network
- - David Alvarez-Melis
  - Yair Schiff
  - et al.
- 2021
- NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- - Bhanushee Sharma
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
Topological Deep Learning
- - Mustafa Hajij
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2021
- NeurIPS 2021
Pessimistic Model Selection for Offline Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Zhengling Qi
  - et al.
- 2021
- NeurIPS 2021
Fair Data Generation using Language Models with Hard Constraints
- - SK Mainul Islam
  - Abhinav Nagpal
  - et al.
- 2021
- NeurIPS 2021
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets
- - Kofi Arhin
  - Ioana Baldini Soares
  - et al.
- 2021
- NeurIPS 2021
Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management
- - Pavithra Harsha
  - Ashish Jagmohan
  - et al.
- 2021
- NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence Design
- - Devleena Das
  - Inkit Padhi
  - et al.
- 2021
- NeurIPS 2021