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Collections including paper arxiv:2312.12490

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 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 17
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 14

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

Paper • 2306.07967 • Published Jun 13, 2023 • 25
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 111
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 74
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

OmnimatteRF: Robust Omnimatte with 3D Background Modeling

Paper • 2309.07749 • Published Sep 14, 2023 • 8
AudioSR: Versatile Audio Super-resolution at Scale

Paper • 2309.07314 • Published Sep 13, 2023 • 28
Generative Image Dynamics

Paper • 2309.07906 • Published Sep 14, 2023 • 54
MagiCapture: High-Resolution Multi-Concept Portrait Customization

Paper • 2309.06895 • Published Sep 13, 2023 • 27

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity

Paper • 2401.00604 • Published Dec 31, 2023 • 6
LARP: Language-Agent Role Play for Open-World Games

Paper • 2312.17653 • Published Dec 24, 2023 • 33

any size diffusion

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Paper • 2308.16582 • Published Aug 31, 2023 • 12
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation

Paper • 2310.13119 • Published Oct 19, 2023 • 13
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 32
Text-to-3D with classifier score distillation

Paper • 2310.19415 • Published Oct 30, 2023 • 5

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

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 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 17
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 14

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3, 2024 • 31
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity

Paper • 2401.00604 • Published Dec 31, 2023 • 6
LARP: Language-Agent Role Play for Open-World Games

Paper • 2312.17653 • Published Dec 24, 2023 • 33

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

Paper • 2306.07967 • Published Jun 13, 2023 • 25
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 111
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 74
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

any size diffusion

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Paper • 2308.16582 • Published Aug 31, 2023 • 12
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation

Paper • 2310.13119 • Published Oct 19, 2023 • 13
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Paper • 2310.16818 • Published Oct 25, 2023 • 32
Text-to-3D with classifier score distillation

Paper • 2310.19415 • Published Oct 30, 2023 • 5

OmnimatteRF: Robust Omnimatte with 3D Background Modeling

Paper • 2309.07749 • Published Sep 14, 2023 • 8
AudioSR: Versatile Audio Super-resolution at Scale

Paper • 2309.07314 • Published Sep 13, 2023 • 28
Generative Image Dynamics

Paper • 2309.07906 • Published Sep 14, 2023 • 54
MagiCapture: High-Resolution Multi-Concept Portrait Customization

Paper • 2309.06895 • Published Sep 13, 2023 • 27

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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