Bai-YT
PhD candidate interested in adversarial robustness of neural classifiers and efficient audio generation.
UC Berkeley
Pinned Repositories
AdaptiveSmoothing
Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".
bai-yt.github.io
My personal website and the demo page of consistency text-to-audio generation (arxiv.org/abs/2309.10740).
big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
ConsistencyTTA
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
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.
ECE4180-EmbeddedSystem-TestStand-Proj
Ensemble-adversarial-robustness
A list of neural classifier adversarial robustness papers that consider ensembles of models.
MixedNUTS
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers
cse-ranking-manipulation
Bai-YT's Repositories
Bai-YT/ConsistencyTTA
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Bai-YT/AdaptiveSmoothing
Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".
Bai-YT/MixedNUTS
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers
Bai-YT/Ensemble-adversarial-robustness
A list of neural classifier adversarial robustness papers that consider ensembles of models.
Bai-YT/bai-yt.github.io
My personal website and the demo page of consistency text-to-audio generation (arxiv.org/abs/2309.10740).
Bai-YT/Convex-NN-Training
Unofficial implementation of the paper "Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks".
Bai-YT/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.
Bai-YT/big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Bai-YT/ECE4180-EmbeddedSystem-TestStand-Proj
Bai-YT/LaneGCN
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
Bai-YT/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Bai-YT/ME2110-Creative-Design-Robot
Bai-YT/RoboMed-Catheter-Proj
Bai-YT/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
Bai-YT/SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
Bai-YT/spinvtol
Proj under dev