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Quick illustration of how one can easily read books together with LLMs. It's great and I highly recommend it.
Providing reproducibility in deep learning frameworks
深度学习入门教程, 优秀文章, Deep Learning Tutorial
A real-world dataset for EV-related research, e.g., spatiotemporal prediction and urban energy management.
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
Analysis and synthesis experiments for covariance propagation in neural networks
High-Resolution Image Synthesis with Latent Diffusion Models
5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on physical channels and procedures in uplink and downlink com…
Data manipulation and transformation for audio signal processing, powered by PyTorch
RadChar is a synthetic radar signal dataset published in the proceedings of the 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023).
Open source code in the field of semantic communication.
RL-Wireless: Reinforcement learning-based resource allocation in wireless networks
Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)
A PyTorch-based toolkit for simulating communication systems
A WiFi Sensing project using the ESP32 CSI tool
DeepMIMO Toolchain: Bridging RayTracers and 5G/6G Simulators
Edge Impulse firmware for the Espressif ESP-EYE(ESP32) Development board
LQJecho / Channel-Estimation-and-Hybrid-Precoding-for-Millimeter-Wave-Systems-Based-on-Deep-Learning
Source code for paper Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention
[NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning
Code for paper 'OFDM-guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels', IEEE TCCN
The official implementation of the paper "Is Attention Mechanism Effective? The Degeneration of Transformers into MLPs in Time Series Forecasting"