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Collections including paper arxiv:2312.03491

FreGrad: Lightweight and Fast Frequency-aware Diffusion Vocoder

Paper • 2401.10032 • Published Jan 18, 2024 • 13
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

Paper • 2401.04658 • Published Jan 9, 2024 • 27
FreeInit: Bridging Initialization Gap in Video Diffusion Models

Paper • 2312.07537 • Published Dec 12, 2023 • 27
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing

Paper • 2312.05605 • Published Dec 9, 2023 • 3

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34

Research Papers - To read

Collection of research papers

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 148
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 260

Diffusion models

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline

Paper • 2311.13073 • Published Nov 22, 2023 • 58
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture

Paper • 2311.10123 • Published Nov 16, 2023 • 18
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 14
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 38

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 55
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts

Paper • 2309.11977 • Published Sep 21, 2023 • 2
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Paper • 2308.16692 • Published Aug 31, 2023 • 1
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Paper • 2308.05734 • Published Aug 10, 2023 • 37

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

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34
OneLLM: One Framework to Align All Modalities with Language

Paper • 2312.03700 • Published Dec 6, 2023 • 24

paper to review

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 22
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 32
Orthogonal Adaptation for Modular Customization of Diffusion Models

Paper • 2312.02432 • Published Dec 5, 2023 • 14
ReconFusion: 3D Reconstruction with Diffusion Priors

Paper • 2312.02981 • Published Dec 5, 2023 • 10

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

Paper • 2311.12092 • Published Nov 20, 2023 • 22
DREAM: Diffusion Rectification and Estimation-Adaptive Models

Paper • 2312.00210 • Published Nov 30, 2023 • 17
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 55
UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Paper • 2310.00704 • Published Oct 1, 2023 • 21
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts

Paper • 2309.11977 • Published Sep 21, 2023 • 2
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Paper • 2308.16692 • Published Aug 31, 2023 • 1

FreGrad: Lightweight and Fast Frequency-aware Diffusion Vocoder

Paper • 2401.10032 • Published Jan 18, 2024 • 13
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

Paper • 2401.04658 • Published Jan 9, 2024 • 27
FreeInit: Bridging Initialization Gap in Video Diffusion Models

Paper • 2312.07537 • Published Dec 12, 2023 • 27
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing

Paper • 2312.05605 • Published Dec 9, 2023 • 3

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

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34
OneLLM: One Framework to Align All Modalities with Language

Paper • 2312.03700 • Published Dec 6, 2023 • 24

Research Papers - To read

Collection of research papers

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 148
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 34
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 260

paper to review

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 22
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 32
Orthogonal Adaptation for Modular Customization of Diffusion Models

Paper • 2312.02432 • Published Dec 5, 2023 • 14
ReconFusion: 3D Reconstruction with Diffusion Priors

Paper • 2312.02981 • Published Dec 5, 2023 • 10

Diffusion models

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline

Paper • 2311.13073 • Published Nov 22, 2023 • 58
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture

Paper • 2311.10123 • Published Nov 16, 2023 • 18
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 14
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models

Paper • 2312.00845 • Published Dec 1, 2023 • 38

The Chosen One: Consistent Characters in Text-to-Image Diffusion Models

Paper • 2311.10093 • Published Nov 16, 2023 • 58
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

Paper • 2311.12092 • Published Nov 20, 2023 • 22
DREAM: Diffusion Rectification and Estimation-Adaptive Models

Paper • 2312.00210 • Published Nov 30, 2023 • 17
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models

Paper • 2312.00079 • Published Nov 30, 2023 • 17

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 55
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts

Paper • 2309.11977 • Published Sep 21, 2023 • 2
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Paper • 2308.16692 • Published Aug 31, 2023 • 1
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Paper • 2308.05734 • Published Aug 10, 2023 • 37

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 55
UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Paper • 2310.00704 • Published Oct 1, 2023 • 21
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts

Paper • 2309.11977 • Published Sep 21, 2023 • 2
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Paper • 2308.16692 • Published Aug 31, 2023 • 1

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