Collections

22

Moral Foundations of Large Language Models

Paper • 2310.15337 • Published Oct 23, 2023 • 1
Specific versus General Principles for Constitutional AI

Paper • 2310.13798 • Published Oct 20, 2023 • 2
Contrastive Prefence Learning: Learning from Human Feedback without RL

Paper • 2310.13639 • Published Oct 20, 2023 • 24
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 47

16

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 15
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 25
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 8
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 20

Moral Foundations of Large Language Models

Specific versus General Principles for Constitutional AI

Contrastive Prefence Learning: Learning from Human Feedback without RL

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Woodpecker: Hallucination Correction for Multimodal Large Language Models

HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

SILC: Improving Vision Language Pretraining with Self-Distillation

Conditional Diffusion Distillation

Video Creation by Demonstration

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

APOLLO: SGD-like Memory, AdamW-level Performance

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Conditional Diffusion Distillation

Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

TryOnDiffusion: A Tale of Two UNets

Seeing the World through Your Eyes

Trusted Source Alignment in Large Language Models

Diffusion Model Alignment Using Direct Preference Optimization

SuperHF: Supervised Iterative Learning from Human Feedback

Enhancing Diffusion Models with Text-Encoder Reinforcement Learning

Matryoshka Diffusion Models

De-Diffusion Makes Text a Strong Cross-Modal Interface

MM-VID: Advancing Video Understanding with GPT-4V(ision)

SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding

Aligning Text-to-Image Diffusion Models with Reward Backpropagation

MotionDirector: Motion Customization of Text-to-Video Diffusion Models

OmnimatteRF: Robust Omnimatte with 3D Background Modeling

AudioSR: Versatile Audio Super-resolution at Scale

Generative Image Dynamics

MagiCapture: High-Resolution Multi-Concept Portrait Customization

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

ImageBind-LLM: Multi-modality Instruction Tuning

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models