Yatong Bai's repositories
ConsistencyTTA
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
AdaptiveSmoothing
Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".
Ensemble-adversarial-robustness
A list of neural classifier adversarial robustness papers that consider ensembles of models.
bai-yt.github.io
My personal website and the demo page of consistency text-to-audio generation (arxiv.org/abs/2309.10740).
Convex-NN-Training
Unofficial implementation of the paper "Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks".
CS4641-Music-Instrument-Recognition
This is a modified version of the Basics of Musical Instruments Classification using Machine Learning repository by GuitarsAI (https://github.com/GuitarsAI/BasicsMusicalInstrumClassifi). Various data augment techniques were used to vastly improve accuracies.
big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
LaneGCN
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
spinvtol
Proj under dev