Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- Samuel Hoffman
- Vijil Vijil
- et al.
- 2021
- NeurIPS 2021
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39 results for Payel Das
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- Bhanushee Sharma
- Vijil Vijil
- et al.
- 2021
- NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence Design
- Devleena Das
- Inkit Padhi
- et al.
- 2021
- NeurIPS 2021
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- Ioana Baldini Soares
- Chhavi Yadav
- et al.
- 2023
- ACL 2023
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- Amit Dhurandhar
- Tejaswini Pedapati
- et al.
- 2024
- ACL 2024
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
- Pierre Dognin
- Inkit Padhi
- et al.
- 2021
- EMNLP 2021
On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2024
- COLM 2024
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
- Payel Das
- Tom Sercu
- et al.
- 2021
- arXiv
Explaining Chemical Toxicity using Missing Features
- Kar Wai Lim
- Bhanushee Sharma
- et al.
- 2020
- arXiv