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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

00:10:41

Block Transformers: Faster Inference, Mobile Device...

AI Papers Podcast ·

2024/06/10

Block Transformer: Global-to-Local Language Modeling for Fast Inference Parrot: Multilingual Visual Instruction Tuning Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes

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00:11:10

Seed-TTS, Decoding LLMs, Innovations in...

AI Papers Podcast ·

2024/06/07

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models To Believe or Not to Believe Your LLM I4VGen: Image as Stepping Stone for Text-to-Video Generation Self-Improving Robust Preference Optimization Guiding a Diffusion Model with a Bad Version of Itself

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00:11:30

MMLU-Pro: Next-Level Language Understanding, Tailored...

AI Papers Podcast ·

2024/06/06

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark Learning Temporally Consistent Video Depth from Video Diffusion Priors Show, Don't Tell: Aligning Language Models with Demonstrated Feedback Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation

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00:10:23

Transformers and State-Space Models Unite,...

AI Papers Podcast ·

2024/06/05

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling 4Diffusion: Multi-view Video Diffusion Model for 4D Generation

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00:10:47

DITTO-2 Speeds Up Music AI, GECO's Quick 3D...

AI Papers Podcast ·

2024/06/04

AI Papers Podcast for 06/04/2024 DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation GECO: Generative Image-to-3D within a SECOnd PLA4D: Pixel-Level Alignments for Text-to-4D Gaussian Splatting DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

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00:10:42

Boosting Text Retrieval with CLIP Models, Rethinking...

AI Papers Podcast ·

2024/06/03

AI Papers Podcast for 06/03/2024 Jina CLIP: Your CLIP Model Is Also Your Text Retriever Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts MotionLLM: Understanding Human Behaviors from Human Motions and Videos Xwin-LM: Strong and Scalable Alignment Practice for LLMs MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model

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00:08:47

Bilingual LLM Transparency, T2V-Turbo's Video...

AI Papers Podcast ·

2024/05/31

MAP-Neo: Highly Capable and Transparent Bilingual Large Language ModelSeries T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback LLMs achieve adult human performance on higher-order theory of mind tasks Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Zipper: A Multi-Tower Decoder Architecture for Fusing Modalities

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00:08:09

Phased Consistency Model, 2-Stage Backpropagation,...

AI Papers Podcast ·

2024/05/30

Phased Consistency Model 2BP: 2-Stage Backpropagation GFlow: Recovering 4D World from Monocular Video Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models

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00:10:20

Vision-Language Models, Arithmetic Transformers,...

AI Papers Podcast ·

2024/05/29

An Introduction to Vision-Language Modeling Transformers Can Do Arithmetic with the Right Embeddings Matryoshka Multimodal Models I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models Zamba: A Compact 7B SSM Hybrid Model Looking Backward: Streaming Video-to-Video Translation with Feature Banks

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00:11:11

ConvLLaVA's Visual Compression, Efficient LLVM,...

AI Papers Podcast ·

2024/05/28

ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization Aya 23: Open Weight Releases to Further Multilingual Progress Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct

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00:10:56

Revolution in Image Generation, Thermodynamic...

AI Papers Podcast ·

2024/05/26

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00:10:31

Language Model Mysteries, Personalized Image...

AI Papers Podcast ·

2024/05/24

ReVideo: Remake a Video with Motion and Content ControlNot All Language Model Features Are Linear RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data Dense Connector for MLLMs

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00:10:14

Transformer Linearity, Face-Adapter Diffusion Models,...

AI Papers Podcast ·

2024/05/23

Your Transformer is Secretly Linear Diffusion for World Modeling: Visual Details Matter in Atari Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control Reducing Transformer Key-Value Cache Size with Cross-Layer Attention OmniGlue: Generalizable Feature Matching with Foundation Model Guidance Personalized Residuals for Concept-Driven Text-to-Image Generation

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00:09:18

Infinite Video Generation, High-Rank Fine-Tuning,...

AI Papers Podcast ·

2024/05/22

FIFO-Diffusion: Generating Infinite Videos from Text without Training MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework Imp: Highly Capable Large Multimodal Models for Mobile Devices Octo: An Open-Source Generalist Robot Policy Towards Modular LLMs by Building and Reusing a Library of LoRAs

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00:09:30

Tailoring Language Models for Science, Scaling Laws...

AI Papers Podcast ·

2024/05/21

INDUS: Effective and Efficient Language Models for Scientific Applications Observational Scaling Laws and the Predictability of Language Model Performance Grounded 3D-LLM with Referent Tokens Layer-Condensed KV Cache for Efficient Inference of Large Language Models Dynamic data sampler for cross-language transfer learning in large language models

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00:10:29

Chameleon's Multimodal Breakthrough, LoRA's Learning...

AI Papers Podcast ·

2024/05/18

Chameleon: Mixed-Modal Early-Fusion Foundation Models LoRA Learns Less and Forgets Less Many-Shot In-Context Learning in Multimodal Foundation Models CAT3D: Create Anything in 3D with Multi-View Diffusion Models Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode

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00:08:44

Efficient Multimodality, Vision Suite's Custom Data,...

AI Papers Podcast ·

2024/05/17

ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation Naturalistic Music Decoding from EEG Data via Latent Diffusion Models No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding

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00:09:28

Transformer Models Beyond Scaling, Multilingual Image...

AI Papers Podcast ·

2024/05/16

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory Coin3D: Controllable and Interactive 3D Assets Generation with Proxy-Guided Conditioning Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Compositional Text-to-Image Generation with Dense Blob Representations

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00:09:41

Vision-Language Model Design, Online RLHF Workflow,...

AI Papers Podcast ·

2024/05/15

What matters when building vision-language models? RLHF Workflow: From Reward Modeling to Online RLHF SUTRA: Scalable Multilingual Language Model Architecture SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots

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00:10:04

BlenderAlchemy Revolution, Stylus Adapter Magic,...

AI Papers Podcast ·

2024/05/14

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models Stylus: Automatic Adapter Selection for Diffusion Models Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations DressCode: Autoregressively Sewing and Generating Garments from Text Guidance PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

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145 results

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