model

1433 papers with code • 0 benchmarks • 0 datasets

algorithme utiliser

Most implemented papers

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

tensorflow/tpu ICML 2019

Convolutional Neural Networks (ConvNets) are commonly developed at a fixed resource budget, and then scaled up for better accuracy if more resources are available.

WaveNet: A Generative Model for Raw Audio

ibab/tensorflow-wavenet 12 Sep 2016

This paper introduces WaveNet, a deep neural network for generating raw audio waveforms.

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

lvwerra/trl NeurIPS 2023

Existing methods for gaining such steerability collect human labels of the relative quality of model generations and fine-tune the unsupervised LM to align with these preferences, often with reinforcement learning from human feedback (RLHF).

A Neural Conversational Model

farizrahman4u/seq2seq 19 Jun 2015

We find that this straightforward model can generate simple conversations given a large conversational training dataset.

A Unified Approach to Interpreting Model Predictions

slundberg/shap NeurIPS 2017

Understanding why a model makes a certain prediction can be as crucial as the prediction's accuracy in many applications.

Cross-lingual Language Model Pretraining

huggingface/transformers NeurIPS 2019

On unsupervised machine translation, we obtain 34. 3 BLEU on WMT'16 German-English, improving the previous state of the art by more than 9 BLEU.

ShapeNet: An Information-Rich 3D Model Repository

tensorflow/models 9 Dec 2015

We present ShapeNet: a richly-annotated, large-scale repository of shapes represented by 3D CAD models of objects.

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

clovaai/deep-text-recognition-benchmark ICCV 2019

Many new proposals for scene text recognition (STR) models have been introduced in recent years.

Jukebox: A Generative Model for Music

openai/jukebox Preprint 2020

We introduce Jukebox, a model that generates music with singing in the raw audio domain.

Model Cards for Model Reporting

salesforce/codet5 5 Oct 2018

Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information.