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Foundation Models

4845 directly classified papers

Papers per year

Papers

Robust Compressed Sensing MRI with Deep Generative Priors NIPS 2021

A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow ACL 2021

Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech ICML 2021

Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021

Representing Numbers in NLP: a Survey and a Vision NAACL 2021

KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021

BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021

RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021

Knowledge Base Completion Meets Transfer Learning EMNLP 2021

Going Beyond Linear Transformers with Recurrent Fast Weight Programmers NIPS 2021

Storchastic: A Framework for General Stochastic Automatic Differentiation NIPS 2021

FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NIPS 2021

Densely connected normalizing flows NIPS 2021

IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion ACL 2021

Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021

FLEX: Unifying Evaluation for Few-Shot NLP NIPS 2021

Deep Extended Hazard Models for Survival Analysis NIPS 2021

Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search CVPR 2021

On the Generation of Medical Dialogs for COVID-19 ACL 2021

An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models NAACL 2021

TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework NIPS 2021

Diffusion Normalizing Flow NIPS 2021

Online Learning Of Neural Computations From Sparse Temporal Feedback NIPS 2021

SOLQ: Segmenting Objects by Learning Queries NIPS 2021

PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NIPS 2021