Scalable Diffusion Models with Transformers
Paper
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2212.09748
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Published
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17
Applied Machine Learning Papers
Reading List (Mainly Focused of VLM's and Diffusion Models)
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Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
Paper • 2311.15127 • Published • 12 -
Learning Transferable Visual Models From Natural Language Supervision
Paper • 2103.00020 • Published • 11 -
U-Net: Convolutional Networks for Biomedical Image Segmentation
Paper • 1505.04597 • Published • 8 -
Denoising Diffusion Probabilistic Models
Paper • 2006.11239 • Published • 3 -
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
Paper • 2112.10741 • Published • 3 -
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
Paper • 2404.14507 • Published • 21 -
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Paper • 2307.01952 • Published • 83 -
Photorealistic Video Generation with Diffusion Models
Paper • 2312.06662 • Published • 23 -
PonderNet: Learning to Ponder
Paper • 2107.05407 • Published -
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
Paper • 2106.10270 • Published • 2 -
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
Paper • 2403.07500 • Published -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 87 -
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
Paper • 2305.14720 • Published • 2 -
Vision Transformers Need Registers
Paper • 2309.16588 • Published • 78 -
Kosmos-2.5: A Multimodal Literate Model
Paper • 2309.11419 • Published • 50 -
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
Paper • 2405.17414 • Published • 10 -
Jina CLIP: Your CLIP Model Is Also Your Text Retriever
Paper • 2405.20204 • Published • 34 -
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Paper • 2301.08243 • Published • 6 -
Revisiting Feature Prediction for Learning Visual Representations from Video
Paper • 2404.08471 • Published • 1 -
Guiding Instruction-based Image Editing via Multimodal Large Language Models
Paper • 2309.17102 • Published • 3 -
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Paper • 2402.13929 • Published • 27 -
Guiding a Diffusion Model with a Bad Version of Itself
Paper • 2406.02507 • Published • 15 -
I4VGen: Image as Stepping Stone for Text-to-Video Generation
Paper • 2406.02230 • Published • 16 -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
Paper • 2404.07973 • Published • 30 -
Graph Neural Networks Gone Hogwild
Paper • 2407.00494 • Published -
VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild
Paper • 2211.14758 • Published • 1 -
DoRA: Weight-Decomposed Low-Rank Adaptation
Paper • 2402.09353 • Published • 26 -
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
Paper • 2403.12008 • Published • 19 -
GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment
Paper • 2310.11513 • Published • 1 -
InstructVideo: Instructing Video Diffusion Models with Human Feedback
Paper • 2312.12490 • Published • 17 -
Semi-Parametric Neural Image Synthesis
Paper • 2204.11824 • Published • 1 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 52 -
VideoCrafter1: Open Diffusion Models for High-Quality Video Generation
Paper • 2310.19512 • Published • 15 -
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors
Paper • 2310.12190 • Published • 10 -
PALP: Prompt Aligned Personalization of Text-to-Image Models
Paper • 2401.06105 • Published • 47 -
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition
Paper • 2402.15504 • Published • 21 -
IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts
Paper • 2408.03209 • Published • 21 -
Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
Paper • 2312.10300 • Published • 1 -
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Paper • 2409.13690 • Published • 12 -
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
Paper • 2410.10629 • Published • 9 -
Large Language Models Reflect the Ideology of their Creators
Paper • 2410.18417 • Published -
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
Paper • 2410.19355 • Published • 23 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 33 -
LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation
Paper • 2411.04997 • Published • 37 -
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
Paper • 2411.07126 • Published • 28 -
Apollo: An Exploration of Video Understanding in Large Multimodal Models
Paper • 2412.10360 • Published • 131 -
BrushEdit: All-In-One Image Inpainting and Editing
Paper • 2412.10316 • Published • 33