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Collections including paper arxiv:2402.13929

ByteDance Papers

ByteDance papers collection

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation

Paper • 2105.09501 • Published May 20, 2021
Cross-modal Contrastive Learning for Speech Translation

Paper • 2205.02444 • Published May 5, 2022
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs

Paper • 2210.03052 • Published Oct 6, 2022
Diffusion Glancing Transformer for Parallel Sequence to Sequence Learning

Paper • 2212.10240 • Published Dec 20, 2022 • 1

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 14
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 16
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 11

sdxl turbo lcm controlnet lora

openskyml/lcm-lora-sdxl-turbo

Text-to-Image • Updated Dec 2, 2023 • 352 • 20
stabilityai/sdxl-turbo

Text-to-Image • Updated Jul 10, 2024 • 249k • 2.44k
latent-consistency/lcm-lora-sdxl

Text-to-Image • Updated Nov 24, 2023 • 24.7k • • 755
tushaar21/lcm-lora-sdxl-500-rank6

Text-to-Image • Updated Feb 29, 2024 • 9 • • 1

Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All

Paper • 2401.13795 • Published Jan 24, 2024 • 69
SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 8

For Content Creator

Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era

Paper • 2305.06131 • Published May 10, 2023 • 2
Perpetual Humanoid Control for Real-time Simulated Avatars

Paper • 2305.06456 • Published May 10, 2023 • 1
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Paper • 2305.10973 • Published May 18, 2023 • 37
LDM3D: Latent Diffusion Model for 3D

Paper • 2305.10853 • Published May 18, 2023 • 12

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 69
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model

Paper • 2404.19759 • Published Apr 30, 2024 • 28

Fast Generation

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 76

Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models

Paper • 2312.09608 • Published Dec 15, 2023 • 16
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 73
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image

Paper • 2310.17994 • Published Oct 27, 2023 • 8
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Paper • 2401.02677 • Published Jan 5, 2024 • 24

ByteDance Papers

ByteDance papers collection

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation

Paper • 2105.09501 • Published May 20, 2021
Cross-modal Contrastive Learning for Speech Translation

Paper • 2205.02444 • Published May 5, 2022
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs

Paper • 2210.03052 • Published Oct 6, 2022
Diffusion Glancing Transformer for Parallel Sequence to Sequence Learning

Paper • 2212.10240 • Published Dec 20, 2022 • 1

For Content Creator

Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era

Paper • 2305.06131 • Published May 10, 2023 • 2
Perpetual Humanoid Control for Real-time Simulated Avatars

Paper • 2305.06456 • Published May 10, 2023 • 1
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Paper • 2305.10973 • Published May 18, 2023 • 37
LDM3D: Latent Diffusion Model for 3D

Paper • 2305.10853 • Published May 18, 2023 • 12

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 14
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 16
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 11

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18, 2024 • 69
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model

Paper • 2404.19759 • Published Apr 30, 2024 • 28

sdxl turbo lcm controlnet lora

openskyml/lcm-lora-sdxl-turbo

Text-to-Image • Updated Dec 2, 2023 • 352 • 20
stabilityai/sdxl-turbo

Text-to-Image • Updated Jul 10, 2024 • 249k • 2.44k
latent-consistency/lcm-lora-sdxl

Text-to-Image • Updated Nov 24, 2023 • 24.7k • • 755
tushaar21/lcm-lora-sdxl-500-rank6

Text-to-Image • Updated Feb 29, 2024 • 9 • • 1

Fast Generation

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28

Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All

Paper • 2401.13795 • Published Jan 24, 2024 • 69
SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Paper • 2402.13929 • Published Feb 21, 2024 • 28

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 18
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 62
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 76

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 8

Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models

Paper • 2312.09608 • Published Dec 15, 2023 • 16
CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 73
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image

Paper • 2310.17994 • Published Oct 27, 2023 • 8
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Paper • 2401.02677 • Published Jan 5, 2024 • 24

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