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Collections including paper arxiv:2310.20092

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 45
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Paper • 2303.00848 • Published Mar 1, 2023
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 38
Beyond U: Making Diffusion Models Faster & Lighter

Paper • 2310.20092 • Published Oct 31, 2023 • 12

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
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 • 27
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 19

AutoMix: Automatically Mixing Language Models

Paper • 2310.12963 • Published Oct 19, 2023 • 14
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning

Paper • 2310.20587 • Published Oct 31, 2023 • 18
Beyond U: Making Diffusion Models Faster & Lighter

Paper • 2310.20092 • Published Oct 31, 2023 • 12

Diffusion Model

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

Paper • 2309.03895 • Published Sep 7, 2023 • 14
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning

Paper • 2309.16650 • Published Sep 28, 2023 • 10
CCEdit: Creative and Controllable Video Editing via Diffusion Models

Paper • 2309.16496 • Published Sep 28, 2023 • 9
FreeNoise: Tuning-Free Longer Video Diffusion Via Noise Rescheduling

Paper • 2310.15169 • Published Oct 23, 2023 • 10

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

Paper • 2306.07967 • Published Jun 13, 2023 • 26
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 113
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 75
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 34

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

Paper • 2210.17432 • Published Oct 31, 2022 • 2
TESS: Text-to-Text Self-Conditioned Simplex Diffusion

Paper • 2305.08379 • Published May 15, 2023 • 3
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning

Paper • 2308.12219 • Published Aug 23, 2023 • 1
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 74

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 107
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 80
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 45

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 66
Imagic: Text-Based Real Image Editing with Diffusion Models

Paper • 2210.09276 • Published Oct 17, 2022 • 1
On Architectural Compression of Text-to-Image Diffusion Models

Paper • 2305.15798 • Published May 25, 2023 • 5
Wuerstchen: Efficient Pretraining of Text-to-Image Models

Paper • 2306.00637 • Published Jun 1, 2023 • 13

Diffusion Models

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8, 2024 • 45
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Paper • 2303.00848 • Published Mar 1, 2023
Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 17
High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17

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

Paper • 2306.07967 • Published Jun 13, 2023 • 26
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 113
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 75
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 34

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 38
Beyond U: Making Diffusion Models Faster & Lighter

Paper • 2310.20092 • Published Oct 31, 2023 • 12

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

Paper • 2210.17432 • Published Oct 31, 2022 • 2
TESS: Text-to-Text Self-Conditioned Simplex Diffusion

Paper • 2305.08379 • Published May 15, 2023 • 3
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning

Paper • 2308.12219 • Published Aug 23, 2023 • 1
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 74

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
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 • 27
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 19

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 107
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 80
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 45

AutoMix: Automatically Mixing Language Models

Paper • 2310.12963 • Published Oct 19, 2023 • 14
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning

Paper • 2310.20587 • Published Oct 31, 2023 • 18
Beyond U: Making Diffusion Models Faster & Lighter

Paper • 2310.20092 • Published Oct 31, 2023 • 12

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 66
Imagic: Text-Based Real Image Editing with Diffusion Models

Paper • 2210.09276 • Published Oct 17, 2022 • 1
On Architectural Compression of Text-to-Image Diffusion Models

Paper • 2305.15798 • Published May 25, 2023 • 5
Wuerstchen: Efficient Pretraining of Text-to-Image Models

Paper • 2306.00637 • Published Jun 1, 2023 • 13

Diffusion Model

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

Paper • 2309.03895 • Published Sep 7, 2023 • 14
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning

Paper • 2309.16650 • Published Sep 28, 2023 • 10
CCEdit: Creative and Controllable Video Editing via Diffusion Models

Paper • 2309.16496 • Published Sep 28, 2023 • 9
FreeNoise: Tuning-Free Longer Video Diffusion Via Noise Rescheduling

Paper • 2310.15169 • Published Oct 23, 2023 • 10

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