AI Papers Podcast

By PocketPod

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 creat... more

· Education

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FAQs about AI Papers Podcast:

How many episodes does AI Papers Podcast have?

The podcast currently has 145 episodes available.

AI Papers Podcast episodes:

June 27, 2024 BigCodeBench Challenges, Cambrian-1 Leap, D-MERIT's Evaluation, Long Context Breakthrough in Vision
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
...more
12min
June 26, 2024 LongRAG Breakthrough, LLMs as Judges, Transformer Memory Insights, Video Library AI, Democratizing Art Styles
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
...more
11min
June 21, 2024 Scaling In-Context Reinforcement Learning, ChartMimic's AI Benchmark, Multimodal Document Comprehension, Long Context Reasoning Challenges
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
...more
11min
June 20, 2024 Revolutionizing Vision and Language Models: Depth Prediction Breakthroughs, Pixel-Level Transformers, and Robotic Skill Learning
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
...more
14min
June 16, 2024 NaRCan Revolutionizes Video Editing, Training-Free Video Generation, Recaptioning Web Images with LLaMA-3, Novel Data Synthesis Approach, Smartphone LLM Inference
NaRCan: Natural Refined Canonical Image with Integration of Diffusion
Prior 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
...more
12min
June 15, 2024 Revolutionizing Image Synthesis with TiTok, Multilingual Code Benchmark, Exploring GenAI Prompting Techniques,
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
...more
11min
June 14, 2024 LlamaGen's Image Revolution, Husky: The Multi-Step Reasoner, Vript's Video Breakthrough, VALL-E 2 Achieves Human Parity
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
...more
11min
June 12, 2024 Mixture-of-Agents, Benchmarking LLMs, and GenAI Arena Evaluation
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
...more
12min
June 11, 2024 Enhancing AI Video and Image Generation, BitsFusion Quantization, Step-aware Optimization, Thought-Augmented Reasoning, and Single Forward Video Generation
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
...more
12min
June 10, 2024 AI Papers Podcast Special Edition: Apple Intelligence & Ferret-UI
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
...more
2min

FAQs about AI Papers Podcast:

How many episodes does AI Papers Podcast have?

The podcast currently has 145 episodes available.