Publications

694 results for Foundation Models

Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Chi-Chun Liu
  - et al.
- 2022
- NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- - Prasanna Sattigeri
  - Soumya Ghosh
  - et al.
- 2022
- NeurIPS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications
- - Amit Alfassy
  - Assaf Arbelle
  - et al.
- 2022
- NeurIPS 2022
Procedural Image Programs for Representation Learning
- - Manel Baradad
  - Chun Fu Chen
  - et al.
- 2022
- NeurIPS 2022
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization
- - Shreyas Fadnavis
  - Amit Dhurandhar
  - et al.
- 2022
- ML4H 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- - Hsianghan Hsu
  - Matteo Manica
  - et al.
- 2022
- MRS Fall Meeting 2022
Disconnection Aware Steering of Retrosynthesis Transformer to Facilitate Materials Design
- - Amol Thakkar
  - Andrea Antonia Byekwaso
  - et al.
- 2022
- MRS Fall Meeting 2022
Enzeptional—Enzyme Optimization via a Generative Language Modeling-Based Evolutionary Algorithm
- - Yves Gaetan Nana Teukam
  - Matteo Manica
  - et al.
- 2022
- MRS Fall Meeting 2022
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
- - Kaitao Song
  - Yichong Leng
  - et al.
- 2022
- NeurIPS 2022
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
- - Che Wang
  - Xufang Luo
  - et al.
- 2022
- NeurIPS 2022