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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7481 results for AI

Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks
- - Shuai Zhang
  - Meng Weng
  - et al.
- 2021
- NeurIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
- - Lijie Fan
  - Sijia Liu
  - et al.
- 2021
- NeurIPS 2021
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data
- - Ashraful Islam
  - Richard Chen
  - et al.
- 2021
- NeurIPS 2021
Targeted Neural Dynamical Modeling
- - Cole Hurwitz
  - Akash Srivastava
  - et al.
- 2021
- NeurIPS 2021
Robust Deep Reinforcement Learning through Adversarial Loss
- - Tuomas Oikarinen
  - Wang Zhang
  - et al.
- 2021
- NeurIPS 2021
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning
- - Yining Hong
  - Li Yi
  - et al.
- 2021
- NeurIPS 2021
Learning with Algorithmic Supervision via Continuous Relaxations
- - Felix Petersen
  - Christian Borgelt
  - et al.
- 2021
- NeurIPS 2021
Memory-efficient Patch-based Inference for Tiny Deep Learning
- - Ji Lin
  - Wei-Ming Chen
  - et al.
- 2021
- NeurIPS 2021
IA-RED^2 : Interpretability-Aware Redundancy Reduction for Vision Transformers
- - Bowen Pan
  - Rameswar Panda
  - et al.
- 2021
- NeurIPS 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language
- - Mingyu Ding
  - Zhenfang Chen
  - et al.
- 2021
- NeurIPS 2021