Popular GitHub Repositories for Lens

List of papers studying machine learning through the lens of category theory

PyTorch Explain: Interpretable Deep Learning in Python.

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays

Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.

Integrated Machine and Deep Learning for Optical Design

[CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens

code for Large area optimization of meta-lens via data-free machine learning

Automatic Differentiation using Pseudo Lenses. Neat.

[ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yuehao Wang, Jiajun Zhu, Pragya Srivastava, Zhangyang Wang, Pan Li

[ACL 2025] Analyzing LLMs' Multilingual Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations

Landmark Detection (Google Lens like Interface) using TensorFlow Hub & Gradio

Drift-Lens: an Unsupervised Drift Detection Framework for Deep Learning Classifiers on Unstructured Data

Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.

Open-source repo with demo of Generative AI RAG solution using Amazon Bedrock and OpenSearch Serverless - Using the Well-Architected Machine Learning Lens PDF to prepare for Machine Learning Engineer Associate (MLA-C01) Certification

An advanced AI-powered virtual assistant capable of long-term memory and real-time interaction using various tools and technologies. This project provides unique features like GitHub repository management, face recognition, camera-based object detection, screen interaction, and Google Lens-like search.

Repo Lens is a powerful tool for seamlessly exploring GitHub repositories. With an integrated AI chatbot that is context-aware and remembers all conversation history, it specializes in answering queries related to the repository's structure, files, and code. This feature makes it easier to understand and navigate codebases.

Official repository of our submission "Adversarial Robustness through the Lens of Convolutional Filters" for the CVPR2022 Workshop "The Art of Robustness: Devil and Angel in Adversarial Machine Learning Workshop"

Code for CVPR2024 "JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models".

City Lens App is a research tool that collects and analyzes geo-tracking data within cities to enhance traditional maps with cutting-edge technology. Utilizing deep learning, the app offers precise predictions for travel time, bus occupancy, speed, distance, and optimal routes, transforming conventional maps into modern, useful navigation tools

The Code Repo for the first ever scalable AI model for Gravitational Lens Inversion