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PaperLedge - Podcast

PaperLedge

PaperLedge where research meets storytelling is a revolutionary podcast where cutting-edge research meets AI-powered storytelling. Hosted by the Ernis, whose blend of gentle reassurance, cosmic wonder, explanatory clarity, and enthusiastic charm makes complex research accessible to everyone.

Each episode, Ernis transforms the latest academic papers into engaging, jargon-free audio experiences that deliver key insights in digestible formats. Whether you’re a researcher seeking interdisciplinary perspectives, a student supplementing your studies, or simply curious about scientific breakthroughs, PaperLedge has something for you.

Self-Improvement News Tech News Education:Self-Improvement Education
Update frequency
every day
Average duration
5 minutes
Episodes
308
Years Active
2025
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Machine Learning - Understanding Tool-Integrated Reasoning

Machine Learning - Understanding Tool-Integrated Reasoning

Hey PaperLedge crew, Ernis here, ready to dive into another fascinating piece of research! Today, we're tackling a paper that explores why giving AI tools, like a Python code interpreter, makes them …

00:05:04  |   Wed 27 Aug 2025
Computation and Language - Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning

Computation and Language - Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning

Hey PaperLedge crew, Ernis here, ready to dive into some brain-tickling research! Today, we're tackling a paper that's all about how well AI, specifically those fancy Large Language Models, or LLMs, …

00:05:53  |   Wed 27 Aug 2025
Artificial Intelligence - StepWiser Stepwise Generative Judges for Wiser Reasoning

Artificial Intelligence - StepWiser Stepwise Generative Judges for Wiser Reasoning

Hey PaperLedge crew, Ernis here! Get ready to dive into some seriously cool research. Today, we're tackling a paper that's all about making AI smarter... and making sure it shows its work! Think of i…

00:06:19  |   Wed 27 Aug 2025
Artificial Intelligence - ST-Raptor LLM-Powered Semi-Structured Table Question Answering

Artificial Intelligence - ST-Raptor LLM-Powered Semi-Structured Table Question Answering

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're tackling a paper that's all about making computers better at understanding those messy, real-world table…

00:05:31  |   Tue 26 Aug 2025
Robotics - Scene-Agnostic Traversability Labeling and Estimation via a Multimodal Self-supervised Framework

Robotics - Scene-Agnostic Traversability Labeling and Estimation via a Multimodal Self-supervised Framework

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool robotics research! Today, we're talking about how to teach robots to see the world and figure out where they can and can't go. …

00:05:22  |   Tue 26 Aug 2025
Machine Learning - Aligning the Evaluation of Probabilistic Predictions with Downstream Value

Machine Learning - Aligning the Evaluation of Probabilistic Predictions with Downstream Value

Hey PaperLedge crew, Ernis here! Get ready to dive into some seriously cool research that tackles a problem we all face: how do we know if our predictions are actually useful?

Think about it this w…

00:06:26  |   Tue 26 Aug 2025
Robotics - SafeBimanual Diffusion-based Trajectory Optimization for Safe Bimanual Manipulation

Robotics - SafeBimanual Diffusion-based Trajectory Optimization for Safe Bimanual Manipulation

Alright learning crew, Ernis here, ready to dive into some fascinating research from the world of robotics! Today, we're tackling a paper that's all about making robots better at doing things with bo…

00:05:29  |   Tue 26 Aug 2025
Computer Vision - ObjFiller-3D Consistent Multi-view 3D Inpainting via Video Diffusion Models

Computer Vision - ObjFiller-3D Consistent Multi-view 3D Inpainting via Video Diffusion Models

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool tech! Today, we're talking about making 3D objects whole again – like digital pottery, but with algorithms!

Imagine you've go…

00:04:54  |   Tue 26 Aug 2025
Artificial Intelligence - Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

Artificial Intelligence - Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

Hey PaperLedge crew, Ernis here, ready to dive into another fascinating piece of research! Today, we're tackling a paper that's all about making AI smarter, not just in terms of recognizing cats in p…

00:05:56  |   Mon 25 Aug 2025
Machine Learning - Closer to Reality Practical Semi-Supervised Federated Learning for Foundation Model Adaptation

Machine Learning - Closer to Reality Practical Semi-Supervised Federated Learning for Foundation Model Adaptation

Hey PaperLedge crew, Ernis here! Get ready to dive into some seriously cool tech that's all about keeping your data safe while making AI smarter. Today, we're tackling a paper that's like a superhero…

00:06:04  |   Mon 25 Aug 2025
Computer Vision - Task-Generalized Adaptive Cross-Domain Learning for Multimodal Image Fusion

Computer Vision - Task-Generalized Adaptive Cross-Domain Learning for Multimodal Image Fusion

Hey PaperLedge learning crew, Ernis here, ready to dive into some seriously cool image wizardry! Today, we're cracking open a paper that's all about making pictures from different sources even better…

00:07:18  |   Sun 24 Aug 2025
Artificial Intelligence - Think in Blocks Adaptive Reasoning from Direct Response to Deep Reasoning

Artificial Intelligence - Think in Blocks Adaptive Reasoning from Direct Response to Deep Reasoning

Hey PaperLedge listeners, Ernis here, ready to dive into some seriously cool research! Today, we're tackling a paper about making those brainy AI systems – you know, the Large Language Models or LLMs…

00:04:48  |   Sun 24 Aug 2025
Artificial Intelligence - Super-additive Cooperation in Language Model Agents

Artificial Intelligence - Super-additive Cooperation in Language Model Agents

Alright learning crew, Ernis here, ready to dive into another fascinating paper! Today, we're talking about how to make AI play nice, even when it's tempting to be a bit…naughty.

Think about it: we’…

00:06:07  |   Sun 24 Aug 2025
Computation and Language - SafetyFlow An Agent-Flow System for Automated LLM Safety Benchmarking

Computation and Language - SafetyFlow An Agent-Flow System for Automated LLM Safety Benchmarking

Hey PaperLedge crew, Ernis here, ready to dive into some cutting-edge research! Today, we’re tackling a paper about keeping AI, specifically those super-smart Large Language Models – or LLMs – safe a…

00:06:26  |   Sun 24 Aug 2025
Computer Vision - D3FNet A Differential Attention Fusion Network for Fine-Grained Road Structure Extraction in Remote Perception Systems

Computer Vision - D3FNet A Differential Attention Fusion Network for Fine-Grained Road Structure Extraction in Remote Perception Systems

Alright PaperLedge crew, Ernis here, ready to dive into some seriously cool tech that's helping us see the world in a whole new way! Today, we're unraveling a research paper about teaching computers …

00:05:31  |   Sun 24 Aug 2025
Artificial Intelligence - DeepThink3D Enhancing Large Language Models with Programmatic Reasoning in Complex 3D Situated Reasoning Tasks

Artificial Intelligence - DeepThink3D Enhancing Large Language Models with Programmatic Reasoning in Complex 3D Situated Reasoning Tasks

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're talking about how to give AI, specifically those super-smart Large Language Models – think souped-up cha…

00:06:10  |   Sun 24 Aug 2025
Multiagent Systems - HEAS Hierarchical Evolutionary Agent Simulation Framework for Cross-Scale Modeling and Multi-Objective Search

Multiagent Systems - HEAS Hierarchical Evolutionary Agent Simulation Framework for Cross-Scale Modeling and Multi-Objective Search

Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research! Today, we're unpacking a paper about a tool called HEAS – that's short for Hierarchical Evolutionary Agent Simulation. S…

00:04:56  |   Sun 24 Aug 2025
Computer Vision - Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment

Computer Vision - Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment

Alright Learning Crew, Ernis here, ready to dive into another fascinating paper over on PaperLedge! Today, we're tackling a paper that's all about making our AI models smarter and more adaptable when…

00:06:13  |   Sun 24 Aug 2025
Speech & Sound - ASCMamba Multimodal Time-Frequency Mamba for Acoustic Scene Classification

Speech & Sound - ASCMamba Multimodal Time-Frequency Mamba for Acoustic Scene Classification

Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research that's music to my ears – literally! Today, we're tuning in to a paper about something called Acoustic Scene Classificati…

00:04:12  |   Sun 24 Aug 2025
Computer Vision - When and What Diffusion-Grounded VideoLLM with Entity Aware Segmentation for Long Video Understanding

Computer Vision - When and What Diffusion-Grounded VideoLLM with Entity Aware Segmentation for Long Video Understanding

Hey PaperLedge crew, Ernis here! Get ready to dive into some fascinating research that's all about making computers truly understand what's happening in videos. We're not just talking about answering…

00:04:57  |   Sun 24 Aug 2025
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