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Collections including paper arxiv:2406.19370

Papers - NTT Research

Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - ICL - Concept Spaces

Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - ICL - Prompt - Out of Distribution (OOD) Emergence

Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - In-Context Learning - Concept Learning Geometry

Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - Image - Classifier-Free Guidance (CFG)

Guidance - "The intended effect is to decrease the diversity of the samples while increasing the quality of each individual sample."

Classifier-Free Diffusion Guidance

Paper • 2207.12598 • Published Jul 26, 2022 • 2
Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 40
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Paper • 2404.07724 • Published Apr 11 • 12
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10 • 64

Papers - Emergent Properties

Are Emergent Abilities of Large Language Models a Mirage?

Paper • 2304.15004 • Published Apr 28, 2023 • 6
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI

Paper • 2404.11428 • Published Apr 17 • 1
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22 • 20
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Paper • 2404.07129 • Published Apr 10 • 3
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3 • 3

Papers - University - University of Michigan

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15 • 11
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - University - Harvard University

MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Paper • 2404.03413 • Published Apr 4 • 25
Scaling Data-Constrained Language Models

Paper • 2305.16264 • Published May 25, 2023 • 17
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space

Paper • 2406.19370 • Published Jun 27 • 1

Papers - ICL - In-Context Learning

Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Paper • 2311.00871 • Published Nov 1, 2023 • 2
Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 32
Data Distributional Properties Drive Emergent In-Context Learning in Transformers

Paper • 2205.05055 • Published Apr 22, 2022 • 2
Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2 • 35

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