Speech, Infra, Robust LMs
QuantumSpeech-QCNN. IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
108Voice2Series-Reprogramming. ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification
71awesome-neural-reprogramming-prompting. A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022
40Obs-Causal-Q-Network. AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks
27awesome-deep-causal-learning. A curated list of awesome deep causal learning methods since 2018
18EyeNet2. ICML Workshop 18 - Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model
17Interspeech23-Tutorial-Para-Efficient-Cross-Modal-Tutorial. Interspeech Tutorial - Resource Efficient and Cross-Modal Learning Toward Foundation Modeling
15EyeNet. ICML 18 workshop - A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases
15treatment-causal-transformer. WACV 2023 - Treatment Learning Causal Transformer for Noisy Image Classification
9EyeNet-GANs. ACCV'18 workshop - Synthesizing New Retinal Symptom Images by Multiple Generative Models
8EvoluGeneNet-Adjacency-Matrix-Visualizer. ICML 18 workshop - Evolutionary Strategy Gradient Decent for Designing Gene Circuit
7Beyond-E2E-ASR-Tutorial-Interspeech-25. CMU Wav Lab, Oracle, NVIDIA
5AudioLMs-Descriptive-Speech-Quality-Evaluators. ICLR 2025
5Video_Sensitive_Detection. Demo - High-Level Reasoning and Audio-Visual Understanding
4PyTorch-CIFAR10. Pretrained TorchVision models on CIFAR10 dataset (with weights)
4MOT-Kuzushiji-Fashion-Video. Kuzushiji and Fashion Dataset provided in Robust Unsupervised Multi-Object Tracking in Noisy Environments 2021
3CoRL_Multi_Agent_RL. Tennis Environment in Unity
3differential-privacy-for-speech. some open source scripts
3deep-reinforcement-learning. Repo for the Deep Reinforcement Learning Nanodegree program
2colab_data_tf_lite_only. tmp
2RTX-2080-Ti-CUDA-10.0-cudnn-7.0-pytorch-tensorflow-gpu-pyenv-Ubuntu-16-Tutorial. Save your time once with RTX 2080-Ti in 2019
2TensorFlow-Tutorials. TensorFlow Tutorials with YouTube Videos
2Reinforcement-Learning-Pytorch-Cartpole. Simple Cartpole example writed with pytorch.
1awesome-deep-neuroevolution. A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
1100-Days-Of-ML-Code. 100 Days of ML Coding
1SpeechCmdRecognition. A neural attention model for speech command recognition
1LipNet-PyTorch. PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)
1Phase_Entropy_Motif. Phase_Entropy_Motif
1tutorials. Jupyter Notebook
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