On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models
Challenges and Applications of Large Language Models
Towards A Unified Agent with Foundation Models
Text2Layer: Layered Image Generation using Latent Diffusion Model
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs

Support the show

• Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow
• Llama 2: Open Foundation and Fine-Tuned Chat Models
• How is ChatGPT's behavior changing over time?
• Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Support the show

• FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
• Retentive Network: A Successor to Transformer for Large Language Models
• AlpaGasus: Training A Better Alpaca with Fewer Data
• CoTracker: It is Better to Track Together
• Diffusion Models Beat GANs on Image Classification
• Planting a SEED of Vision in Large Language Model

Support the show

• Mega-TTS 2: Zero-Shot Text-to-Speech with Arbitrary Length Speech Prompts
• Copy Is All You Need
• Learning to Retrieve In-Context Examples for Large Language Models
• DreamTeacher: Pretraining Image Backbones with Deep Generative Models
• DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations

Support the show

• Provably Faster Gradient Descent via Long Steps
• Faster Neural Networks Straight from JPEG
• Self-consistency for open-ended generations
• Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation
• In-context Autoencoder for Context Compression in a Large Language Model
• HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models

Support the show

PolyLM: An Open Source Polyglot Large Language Model
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
Instruction Mining: High-Quality Instruction Data Selection for Large Language Models

Support the show

• Test-Time Training on Video Streams
• Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer
• Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
• Self-Supervised Learning with Lie Symmetries for Partial Differential Equations

Support the show

• Semantic-SAM: Segment and Recognize Anything at Any Granularity
• Large Language Models for Supply Chain Optimization
• Frontier AI Regulation: Managing Emerging Risks to Public Safety
• International Institutions for Advanced AI
• On decoder-only architecture for speech-to-text and large language model integration

Support the show

• HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
• Towards Measuring the Representation of Subjective Global Opinions in Language Models
• SVNR: Spatially-variant Noise Removal with Denoising Diffusion
• Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

Support the show

• The False Dawn: Reevaluating Google's Reinforcement Learning for Chip Macro Placement
• Extending Context Window of Large Language Models via Positional Interpolation
• CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a $10,000 Budget; An Extra $4,000 Unlocks 81.8% Accuracy
• LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

Support the show