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.
- Update frequency
- every day
- Average duration
- 5 minutes
- Episodes
- 308
- Years Active
- 2025
Speech & Sound - Masked Self-distilled Transducer-based Keyword Spotting with Semi-autoregressive Decoding
Hey learning crew, Ernis here, ready to dive into some fascinating research! Today, we're cracking open a paper about making our voice-activated gadgets even better at understanding what we want. Thi…
Machine Learning - PhySense Principle-Based Physics Reasoning Benchmarking for Large Language Models
Hey PaperLedge crew, Ernis here, ready to dive into another fascinating piece of research! Today, we're talking about something super relevant in our AI-driven world: how well can large language mode…
Computation and Language - LegalEval-Q A New Benchmark for The Quality Evaluation of LLM-Generated Legal Text
Alright learning crew, Ernis here, and welcome back to PaperLedge! Today, we're diving into some fascinating research about how well AI can actually understand and communicate in the legal world. I k…
Computer Vision - Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning
Alright learning crew, Ernis here, ready to dive into another fascinating paper! Today, we're tackling a challenge in the world of computers reading Chinese – specifically, Chinese Character Recognit…
Computer Vision - VideoCAD A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software
Alright PaperLedge learning crew, Ernis here, ready to dive into something that could seriously change how engineers and designers work! We're talking about AI, but not just any AI – AI that can actu…
Artificial Intelligence - MiCRo Mixture Modeling and Context-aware Routing for Personalized Preference Learning
Hey PaperLedge learning crew, Ernis here, ready to dive into some fascinating research about how we teach AI to understand what we like. You know how sometimes you ask for restaurant recommendations …
Machine Learning - Harnessing Negative Signals Reinforcement Distillation from Teacher Data for LLM Reasoning
Alright PaperLedge crew, Ernis here, ready to dive into some fascinating research! Today, we're talking about making big brains smaller...and smarter! Think of it like this: you've got a super-genius…
Computer Vision - Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck
Hey PaperLedge listeners, Ernis here, ready to dive into some fascinating research! Today, we're talking about how smart our AI image recognition tools really are. You know, the ones that can tell th…
Machine Learning - Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
Hey learning crew, Ernis here, ready to dive into some seriously cool research! Today we're talking about how computers generate text, like writing stories, code, or even solving math problems. Think…
Computation and Language - MetaFaith Faithful Natural Language Uncertainty Expression in LLMs
Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research that touches on something we all deal with: trusting what we hear, especially from AI.
Today, we're talking about Large …
Computation and Language - AlphaOne Reasoning Models Thinking Slow and Fast at Test Time
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool AI stuff! Today, we're talking about a new framework that's trying to make AI models not just smarter, but also more efficient …
Computation and Language - ProRL Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Alright Learning Crew, Ernis here, ready to dive into some fascinating research! Today, we're tackling a paper that asks a really important question about AI: Can reinforcement learning actually make…
Computer Vision - SiLVR A Simple Language-based Video Reasoning Framework
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool AI research! Today, we're talking about making AI see and understand videos like never before. Think of it as leveling up AI's …
Computer Vision - MoDoMoDo Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning
Alright learning crew, Ernis here, ready to dive into some cutting-edge AI research! Today, we're talking about making those amazing Multimodal Large Language Models (MLLMs) – you know, the ones that…
Computer Vision - ProxyThinker Test-Time Guidance through Small Visual Reasoners
Alright learning crew, welcome back to PaperLedge! Today, we're diving into some seriously cool AI research that could change how we interact with those powerful vision-language models, you know, the…
Machine Learning - The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
Alright learning crew, Ernis here, ready to dive into another fascinating paper! Today, we're tackling a really cool idea that combines the power of brains and logic – think of it as blending the cre…
Computer Vision - ReasonGen-R1 CoT for Autoregressive Image generation models through SFT and RL
Hey PaperLedge crew, Ernis here! Get ready to dive into some seriously cool research that’s blurring the lines between language, vision, and even… thinking? We're talking about teaching AI to think b…
Computer Vision - Agent-X Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks
Hey everyone, Ernis here, and welcome back to PaperLedge! Today, we're diving into a fascinating paper about how well AI agents can really reason, especially when they have to use their "eyes" – mean…
Computer Vision - AdaHuman Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion
Alright learning crew, Ernis here, ready to dive into some seriously cool tech! Today, we're talking about turning 2D photos into fully animatable 3D avatars – think of it like going from a flat pass…
Artificial Intelligence - Open CaptchaWorld A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents
Hey everyone, Ernis here, and welcome back to PaperLedge! Today, we're diving into a fascinating paper about something we all deal with online: CAPTCHAs. You know, those annoying little puzzles desig…