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

Download on the App Store

Download on the App Store

Get it on Google Play

FAQs about AI Papers Podcast:

How many episodes does AI Papers Podcast have?

The podcast currently has 145 episodes available.

AI Papers Podcast episodes:

July 25, 2024 OpenDevin & AI Software Development, Enhancing Visual Language Models, , DDK: Refining Large Language Model Efficiency through Domain Knowledge
OpenDevin: An Open Platform for AI Software Developers as Generalist
Agents
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
...more
14min
July 22, 2024 Vocabulary Expansion for Large Models, Big Data Enhancing LMs, 4D Reconstruction Progress, AI Cityscape Generation, DPO Policy Analysis, Expanding Code Models, Multimodal LM Trust Evaluation
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 Study
...more
15min
July 17, 2024 Qwen2 Language Model, Mitigating Privacy Risks in LLMs, Exploring Non-Determinism, Increased Efficiency with Q-Sparse, GRUtopia for Embodied AI
Qwen2 Technical Report
Learning 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
...more
11min
July 15, 2024 Skywork-Math's Reasoning, Video Diffusion Model Innovations, Multimodal Learning, Q-GaLore's Memory Efficiency, MAVIS: Visual Math Instruction
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
...more
13min
July 10, 2024 Beyond Encoders in Vision-Language Models, Revolutionizing Human-LLM Interaction, and Advancing Knowledge Graphs
Unveiling Encoder-Free Vision-Language Models
FunAudioLLM: 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
...more
13min
July 08, 2024 Diffusion Forcing to Expert Tuning, Structured Planning, Vision-Language Models, and Tabular ML Benchmarks
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
...more
12min
July 06, 2024 Advancing AI's Mathematical Reasoning: WE-MATH, ROS-LLM Framework, Autoregressive Image Generation
We-Math: Does Your Large Multimodal Model Achieve Human-like
Mathematical 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
...more
11min
July 03, 2024 Persona-Driven Data Synthesis, Enhancing Medical MLLMs, Robot Learning, Knowledge Distillation in LLMs, Text to 3D Gaussian Revolution
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
...more
12min
July 02, 2024 OMG-LLaVA: Unifying Vision and Language Understanding, Step-DPO for LLMs Mathematical Reasoning, MUMU's Multimodal Image Generation
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
...more
13min
June 28, 2024 FineWeb Datasets, YouDream's 3D Animals, PDE-Solving Breakthrough, Noise-Conditioned Perception Alignment, Language Models' Continual Learning
The FineWeb Datasets: Decanting the Web for the Finest Text Data at
Scale
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
...more
12min

FAQs about AI Papers Podcast:

How many episodes does AI Papers Podcast have?

The podcast currently has 145 episodes available.