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

Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification
- - Lukas Wertz
  - Katya Mirylenka
  - et al.
- 2022
- LREC 2022
Constrained Few-shot Class-incremental Learning
- - Michael Hersche
  - Geethan Karunaratne
  - et al.
- 2022
- CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering
- - Paola Cascante-Bonilla
  - Hui Wu
  - et al.
- 2022
- CVPR 2022
VALHALLA: Visual Hallucination for Machine Translation
- - Yi Li
  - Rameswar Panda
  - et al.
- 2022
- CVPR 2022
TableFormer: Table Structure Understanding with Transformers
- - Ahmed Nassar
  - Nikolaos Livathinos
  - et al.
- 2022
- CVPR 2022
Task2Sim: Towards Effective Pre-training and Transfer from Synthetic Data
- - Samarth Mishra
  - Rameswar Panda
  - et al.
- 2022
- CVPR 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition
- - Tianhong Li
  - Peng Cao
  - et al.
- 2022
- CVPR 2022
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction
- - Arpan Dutta
  - Saransh Gupta
  - et al.
- 2022
- GLSVLSI 2022
SPEAKER NORMALIZATION FOR SELF-SUPERVISED SPEECH EMOTION RECOGNITION
- - Itai Gat
  - Hagai Aronowitz
  - et al.
- 2022
- ICASSP 2022
TOWARDS A COMMON SPEECH ANALYSIS ENGINE
- - Hagai Aronowitz
  - Itai Gat
  - et al.
- 2022
- ICASSP 2022