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PODCAST

AI Papers Podcast

A daily update on the latest AI Research Papers. We provide a high level overview of a handful of papers each day and will link all papers in the description for further reading. This podcast is created entirely with AI by PocketPod. Head over to https://pocketpod.app to learn more.

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All Episodes

00:13:45

OpenDevin & AI Software Development, Enhancing Visual...

AI Papers Podcast ·

2024/07/25

OpenDevin: An Open Platform for AI Software Developers as GeneralistAgents VILA^2: VILA Augmented VILA HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation PERSONA: A Reproducible Testbed for Pluralistic Alignment SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency Scalify: scale propagation for efficient low-precision LLM training DDK: Distilling Domain Knowledge for Efficient Large Language Models

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00:14:55

Vocabulary Expansion for Large Models, Big Data...

AI Papers Podcast ·

2024/07/22

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Shape of Motion: 4D Reconstruction from a Single Video Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion Understanding Reference Policies in Direct Preference Optimization Scaling Granite Code Models to 128K Context Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive

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00:10:38

Qwen2 Language Model, Mitigating Privacy Risks in...

AI Papers Podcast ·

2024/07/17

Qwen2 Technical ReportLearning to Refuse: Towards Mitigating Privacy Risks in LLMs The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism Q-Sparse: All Large Language Models can be Fully Sparsely-Activated GRUtopia: Dream General Robots in a City at Scale

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00:12:11

Skywork-Math's Reasoning, Video Diffusion Model...

AI Papers Podcast ·

2024/07/15

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On Video Diffusion Alignment via Reward Gradients Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients MAVIS: Mathematical Visual Instruction Tuning

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00:12:05

Beyond Encoders in Vision-Language Models,...

AI Papers Podcast ·

2024/07/10

Unveiling Encoder-Free Vision-Language ModelsFunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild

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00:11:34

Diffusion Forcing to Expert Tuning, Structured...

AI Papers Podcast ·

2024/07/08

Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output TabReD: A Benchmark of Tabular Machine Learning in-the-Wild

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00:10:36

Advancing AI's Mathematical Reasoning: WE-MATH,...

AI Papers Podcast ·

2024/07/06

We-Math: Does Your Large Multimodal Model Achieve Human-likeMathematical Reasoning? ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation LiteSearch: Efficacious Tree Search for LLM Wavelets Are All You Need for Autoregressive Image Generation

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00:11:24

Persona-Driven Data Synthesis, Enhancing Medical...

AI Papers Podcast ·

2024/07/03

Scaling Synthetic Data Creation with 1,000,000,000 Personas HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale LLaRA: Supercharging Robot Learning Data for Vision-Language Policy Direct Preference Knowledge Distillation for Large Language Models GaussianDreamerPro: Text to Manipulable 3D Gaussians with Highly Enhanced Quality

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00:12:15

OMG-LLaVA: Unifying Vision and Language...

AI Papers Podcast ·

2024/07/02

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data Simulating Classroom Education with LLM-Empowered Agents SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

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00:11:02

FineWeb Datasets, YouDream's 3D Animals, PDE-Solving...

AI Papers Podcast ·

2024/06/28

The FineWeb Datasets: Decanting the Web for the Finest Text Data atScale YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals DiffusionPDE: Generative PDE-Solving Under Partial Observation Aligning Diffusion Models with Noise-Conditioned Perception Unlocking Continual Learning Abilities in Language Models

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00:11:06

BigCodeBench Challenges, Cambrian-1 Leap, D-MERIT's...

AI Papers Podcast ·

2024/06/27

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs Evaluating D-MERIT of Partial-annotation on Information Retrieval Long Context Transfer from Language to Vision

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00:10:14

LongRAG Breakthrough, LLMs as Judges, Transformer...

AI Papers Podcast ·

2024/06/26

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task Towards Retrieval Augmented Generation over Large Video Libraries Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models

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00:10:36

Scaling In-Context Reinforcement Learning,...

AI Papers Podcast ·

2024/06/21

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning Make It Count: Text-to-Image Generation with an Accurate Number of Objects ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Needle In A Multimodal Haystack BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

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00:13:20

Revolutionizing Vision and Language Models: Depth...

AI Papers Podcast ·

2024/06/20

Depth Anything V2 An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels Transformers meet Neural Algorithmic Reasoners Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling OpenVLA: An Open-Source Vision-Language-Action Model Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models

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00:11:33

NaRCan Revolutionizes Video Editing, Training-Free...

AI Papers Podcast ·

2024/06/16

NaRCan: Natural Refined Canonical Image with Integration of DiffusionPrior for Video Editing MotionClone: Training-Free Motion Cloning for Controllable Video Generation What If We Recaption Billions of Web Images with LLaMA-3? Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing PowerInfer-2: Fast Large Language Model Inference on a Smartphone

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00:10:53

Revolutionizing Image Synthesis with TiTok,...

AI Papers Podcast ·

2024/06/15

An Image is Worth 32 Tokens for Reconstruction and Generation McEval: Massively Multilingual Code Evaluation Zero-shot Image Editing with Reference Imitation The Prompt Report: A Systematic Survey of Prompting Techniques TextGrad: Automatic "Differentiation" via Text

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00:10:46

LlamaGen's Image Revolution, Husky: The Multi-Step...

AI Papers Podcast ·

2024/06/14

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Vript: A Video Is Worth Thousands of Words Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

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00:11:06

Mixture-of-Agents, Benchmarking LLMs, and GenAI Arena...

AI Papers Podcast ·

2024/06/12

Mixture-of-Agents Enhances Large Language Model Capabilities WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild CRAG -- Comprehensive RAG Benchmark GenAI Arena: An Open Evaluation Platform for Generative Models Large Language Model Confidence Estimation via Black-Box Access

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00:11:39

Enhancing AI Video and Image Generation, BitsFusion...

AI Papers Podcast ·

2024/06/11

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models SF-V: Single Forward Video Generation Model

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00:01:52

AI Papers Podcast Special Edition: Apple Intelligence...

AI Papers Podcast ·

2024/06/10

Apple announced new Siri features and Apple Intelligence today, Interestingly, Apple already released a paper, titled "Ferret-UI," on how it all works - a multimodal vision-language model capable of understanding widgets, icons, and text on an iOS mobile screen, and reasoning about their spatial relationships and functional meanings. https://arxiv.org/abs/2404.05719

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145 results

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