Yatong Bai's repositories

ConsistencyTTA

ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation

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AdaptiveSmoothing

Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".

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MixedNUTS

MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers

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Ensemble-adversarial-robustness

A list of neural classifier adversarial robustness papers that consider ensembles of models.

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bai-yt.github.io

My personal website and the demo page of consistency text-to-audio generation (arxiv.org/abs/2309.10740).

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Convex-NN-Training

Unofficial implementation of the paper "Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks".

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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.

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big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

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LaneGCN

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

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mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

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robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

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SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

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spinvtol

Proj under dev

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