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Papers

  • LoRA: Low-Rank Adaptation of Large Language Models
    Published on: 2021-06-17 Venue: ICLR 2022 7 authors
  • AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE
    Published on: 2021-06-03 1 author
  • M6: A Chinese Multimodal Pretrainer
    Published on: 2021-05-29 1 author
  • An autonomous debating system (Project Debater)
    IBM
    Published on: 2021-03-17 1 author
  • Learning Transferable Visual Models From Natural Language Supervision
    Published on: 2021-02-26 1 author
  • Learning Transferable Visual Models From Natural Language Supervision
    Published on: 2021-02-26 Venue: ICML 2021 12 authors
  • Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
    Published on: 2021-02-18 1 author
  • Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
    Published on: 2020-09-18 1 author
  • Denoising Diffusion Probabilistic Models
    Google / University of California, Berkeley
    Published on: 2020-06-19 Venue: NeurIPS 2020 3 authors
  • ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
    Published on: 2020-05-13 1 author
  • NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
    Google / Google Research, UC Berkeley, UC San Diego
    Published on: 2020-03-30 6 authors
  • Scaling Laws for Neural Language Models
    OpenAI / Johns Hopkins University
    Published on: 2020-01-23 1 author
  • Dota 2 with Large Scale Deep Reinforcement Learning
    Published on: 2019-12-13 1 author
  • PyTorch: An Imperative Style, High-Performance Deep Learning Library
    Meta Platforms / University of Warsaw
    Published on: 2019-12-03 1 author
  • Overton: A Data System for Monitoring and Improving Machine-Learned Products
    Published on: 2019-09-07 1 author
  • StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
    Published on: 2019-08-13 1 author
  • RoBERTa: A Robustly Optimized BERT Pretraining Approach
    Meta Platforms / Facebook AI Research
    Published on: 2019-07-26 1 author
  • D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
    Microsoft / ETH Zurich
    Published on: 2019-05-09 1 author
  • The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
    IBM / Kyoto University
    Published on: 2019-04-26 1 author
  • DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks
    Amazon / Amazon Research
    Published on: 2019-02-22 1 author
  • AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
    IBM
    Published on: 2018-10-03 1 author
  • Improving Language Understanding by Generative Pre-Training (GPT-1)
    Published on: 2018-06-10 1 author
  • Language Models are Unsupervised Multitask Learners
    Published on: 2018-02-01 1 author
  • Mask R-CNN
    Meta Platforms / Facebook AI Research
    Published on: 2018-01-24 1 author
  • Billion-scale similarity search with GPUs
    Meta Platforms / Facebook AI Research
    Published on: 2017-12-28 1 author
  • Learning with Privacy at Scale
    Published on: 2017-12-01 1 author
  • Proximal Policy Optimization Algorithms
    Published on: 2017-08-28 1 author
  • Attention Is All You Need
    Google / Google DeepMind, Google Research
    Published on: 2017-06-12 Venue: NeurIPS 2017 8 authors
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
    Published on: 2017-05-24 1 author
  • Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
    Published on: 2016-12-06 1 author
  • Bag of Tricks for Efficient Text Classification
    Meta Platforms / Facebook AI Research
    Published on: 2016-08-09 1 author
  • Concrete Problems in AI Safety
    Google / Stanford University
    Published on: 2016-07-25 1 author
  • Deep Residual Learning for Image Recognition
    Microsoft / Microsoft Research
    Published on: 2015-12-10 1 author
  • Performance of Large Language Models in Answering Critical Care Medicine Questions
    Meta Platforms / Duke University
    Published on: 0005-02-20 1 author
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