Controllable Text Generation for Large Language Models: A Survey
Paper
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2408.12599
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Published
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65
AI Math: Diffusion
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xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations
Paper • 2408.12590 • Published • 36 -
Real-Time Video Generation with Pyramid Attention Broadcast
Paper • 2408.12588 • Published • 17 -
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Paper • 2408.11039 • Published • 63 -
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
Paper • 2408.11001 • Published • 13 -
CODE: Confident Ordinary Differential Editing
Paper • 2408.12418 • Published • 4 -
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher
Paper • 2408.14176 • Published • 62 -
Foundation Models for Music: A Survey
Paper • 2408.14340 • Published • 44 -
Diffusion Models Are Real-Time Game Engines
Paper • 2408.14837 • Published • 126 -
Distribution Backtracking Builds A Faster Convergence Trajectory for One-step Diffusion Distillation
Paper • 2408.15991 • Published • 16 -
ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model
Paper • 2408.16767 • Published • 32 -
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Paper • 2310.16834 • Published • 5 -
VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
Paper • 2408.17253 • Published • 39 -
FLUX that Plays Music
Paper • 2409.00587 • Published • 33 -
DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
Paper • 2409.02095 • Published • 36 -
Diffusion Policy Policy Optimization
Paper • 2409.00588 • Published • 20 -
LinFusion: 1 GPU, 1 Minute, 16K Image
Paper • 2409.02097 • Published • 34 -
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
Paper • 2409.02634 • Published • 97 -
FastVoiceGrad: One-step Diffusion-Based Voice Conversion with Adversarial Conditional Diffusion Distillation
Paper • 2409.02245 • Published • 10 -
Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing
Paper • 2409.01322 • Published • 96 -
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Paper • 2409.03718 • Published • 27 -
Qihoo-T2X: An Efficiency-Focused Diffusion Transformer via Proxy Tokens for Text-to-Any-Task
Paper • 2409.04005 • Published • 19 -
SongCreator: Lyrics-based Universal Song Generation
Paper • 2409.06029 • Published • 22 -
Draw an Audio: Leveraging Multi-Instruction for Video-to-Audio Synthesis
Paper • 2409.06135 • Published • 16 -
Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models
Paper • 2409.07452 • Published • 21 -
Instant Facial Gaussians Translator for Relightable and Interactable Facial Rendering
Paper • 2409.07441 • Published • 11 -
IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation
Paper • 2409.08240 • Published • 22 -
DreamHOI: Subject-Driven Generation of 3D Human-Object Interactions with Diffusion Priors
Paper • 2409.08278 • Published • 15 -
FlashSplat: 2D to 3D Gaussian Splatting Segmentation Solved Optimally
Paper • 2409.08270 • Published • 12 -
Robust Dual Gaussian Splatting for Immersive Human-centric Volumetric Videos
Paper • 2409.08353 • Published • 13 -
InstantDrag: Improving Interactivity in Drag-based Image Editing
Paper • 2409.08857 • Published • 34 -
A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesis
Paper • 2409.08947 • Published • 14 -
DrawingSpinUp: 3D Animation from Single Character Drawings
Paper • 2409.08615 • Published • 20 -
Seed-Music: A Unified Framework for High Quality and Controlled Music Generation
Paper • 2409.09214 • Published • 53 -
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
Paper • 2409.11406 • Published • 27 -
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
Paper • 2409.11355 • Published • 31 -
OSV: One Step is Enough for High-Quality Image to Video Generation
Paper • 2409.11367 • Published • 14 -
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
Paper • 2409.10819 • Published • 19 -
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction
Paper • 2409.11211 • Published • 9 -
Single-Layer Learnable Activation for Implicit Neural Representation (SL^{2}A-INR)
Paper • 2409.10836 • Published • 5 -
Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks
Paper • 2409.09323 • Published • 5 -
Towards Diverse and Efficient Audio Captioning via Diffusion Models
Paper • 2409.09401 • Published • 7 -
Vista3D: Unravel the 3D Darkside of a Single Image
Paper • 2409.12193 • Published • 10 -
LVCD: Reference-based Lineart Video Colorization with Diffusion Models
Paper • 2409.12960 • Published • 24 -
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
Paper • 2409.12957 • Published • 21 -
3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt
Paper • 2409.12892 • Published • 5 -
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation
Paper • 2409.12532 • Published • 5 -
FlexiTex: Enhancing Texture Generation with Visual Guidance
Paper • 2409.12431 • Published • 13 -
MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling
Paper • 2409.16160 • Published • 33 -
Tabular Data Generation using Binary Diffusion
Paper • 2409.13882 • Published • 4 -
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
Paper • 2409.15278 • Published • 25 -
MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors
Paper • 2409.15273 • Published • 13 -
MaskedMimic: Unified Physics-Based Character Control Through Masked Motion Inpainting
Paper • 2409.14393 • Published • 9 -
SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
Paper • 2409.13926 • Published • 6 -
Self-Supervised Audio-Visual Soundscape Stylization
Paper • 2409.14340 • Published • 2 -
MuCodec: Ultra Low-Bitrate Music Codec
Paper • 2409.13216 • Published • 23 -
Portrait Video Editing Empowered by Multimodal Generative Priors
Paper • 2409.13591 • Published • 17 -
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Paper • 2409.13690 • Published • 14 -
V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians
Paper • 2409.13648 • Published • 12 -
Temporally Aligned Audio for Video with Autoregression
Paper • 2409.13689 • Published • 9 -
Reflecting Reality: Enabling Diffusion Models to Produce Faithful Mirror Reflections
Paper • 2409.14677 • Published • 16 -
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Paper • 2409.18124 • Published • 33 -
Pixel-Space Post-Training of Latent Diffusion Models
Paper • 2409.17565 • Published • 21 -
Disco4D: Disentangled 4D Human Generation and Animation from a Single Image
Paper • 2409.17280 • Published • 11 -
DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion
Paper • 2409.17145 • Published • 15 -
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
Paper • 2409.17058 • Published • 13 -
PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation
Paper • 2409.18964 • Published • 26 -
Image Copy Detection for Diffusion Models
Paper • 2409.19952 • Published • 14 -
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
Paper • 2410.00418 • Published • 10 -
SyntheOcc: Synthesize Geometric-Controlled Street View Images through 3D Semantic MPIs
Paper • 2410.00337 • Published • 11 -
DressRecon: Freeform 4D Human Reconstruction from Monocular Video
Paper • 2409.20563 • Published • 9 -
Flex3D: Feed-Forward 3D Generation With Flexible Reconstruction Model And Input View Curation
Paper • 2410.00890 • Published • 20 -
Cottention: Linear Transformers With Cosine Attention
Paper • 2409.18747 • Published • 17 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 151 -
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
Paper • 2410.01731 • Published • 17 -
3DGS-DET: Empower 3D Gaussian Splatting with Boundary Guidance and Box-Focused Sampling for 3D Object Detection
Paper • 2410.01647 • Published • 31 -
HarmoniCa: Harmonizing Training and Inference for Better Feature Cache in Diffusion Transformer Acceleration
Paper • 2410.01723 • Published • 5 -
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models
Paper • 2410.02416 • Published • 33 -
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation
Paper • 2410.01680 • Published • 35 -
EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control
Paper • 2410.00316 • Published • 7 -
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
Paper • 2410.04364 • Published • 29 -
Presto! Distilling Steps and Layers for Accelerating Music Generation
Paper • 2410.05167 • Published • 18 -
OmniBooth: Learning Latent Control for Image Synthesis with Multi-modal Instruction
Paper • 2410.04932 • Published • 9 -
RoCoTex: A Robust Method for Consistent Texture Synthesis with Diffusion Models
Paper • 2409.19989 • Published • 18 -
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach
Paper • 2410.03160 • Published • 5 -
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment
Paper • 2410.05255 • Published • 5 -
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Paper • 2410.07171 • Published • 43 -
Pyramidal Flow Matching for Efficient Video Generative Modeling
Paper • 2410.05954 • Published • 40 -
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
Paper • 2410.05591 • Published • 13 -
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning
Paper • 2410.05664 • Published • 8 -
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Paper • 2410.06885 • Published • 46 -
Diversity-Rewarded CFG Distillation
Paper • 2410.06084 • Published • 10 -
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models
Paper • 2410.08207 • Published • 19 -
Semantic Score Distillation Sampling for Compositional Text-to-3D Generation
Paper • 2410.09009 • Published • 15 -
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
Paper • 2410.08159 • Published • 26 -
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow
Paper • 2410.07303 • Published • 18 -
Progressive Autoregressive Video Diffusion Models
Paper • 2410.08151 • Published • 16 -
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
Paper • 2410.05651 • Published • 13 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 56 -
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
Paper • 2410.10774 • Published • 26 -
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
Paper • 2410.10792 • Published • 31 -
Generalizable Humanoid Manipulation with Improved 3D Diffusion Policies
Paper • 2410.10803 • Published • 7 -
Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices
Paper • 2410.11795 • Published • 18 -
Constant Acceleration Flow
Paper • 2411.00322 • Published • 24 -
In-Context LoRA for Diffusion Transformers
Paper • 2410.23775 • Published • 11 -
Minimum Entropy Coupling with Bottleneck
Paper • 2410.21666 • Published • 5 -
Task Vectors are Cross-Modal
Paper • 2410.22330 • Published • 11 -
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale
Paper • 2410.20280 • Published • 23 -
Continuous Speech Synthesis using per-token Latent Diffusion
Paper • 2410.16048 • Published • 29 -
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
Paper • 2410.19355 • Published • 23 -
SMITE: Segment Me In TimE
Paper • 2410.18538 • Published • 16 -
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
Paper • 2410.17891 • Published • 17 -
DPLM-2: A Multimodal Diffusion Protein Language Model
Paper • 2410.13782 • Published • 22 -
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion
Paper • 2410.13674 • Published • 17 -
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion
Paper • 2411.04928 • Published • 57 -
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Paper • 2411.05007 • Published • 22 -
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation
Paper • 2411.04989 • Published • 15 -
Controlling Language and Diffusion Models by Transporting Activations
Paper • 2410.23054 • Published • 18 -
DreamPolish: Domain Score Distillation With Progressive Geometry Generation
Paper • 2411.01602 • Published • 11 -
Constrained Diffusion Implicit Models
Paper • 2411.00359 • Published • 6 -
MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D
Paper • 2411.02336 • Published • 24 -
Scaling Properties of Diffusion Models for Perceptual Tasks
Paper • 2411.08034 • Published • 13 -
Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings
Paper • 2411.08017 • Published • 11 -
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
Paper • 2411.07232 • Published • 67 -
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
Paper • 2411.07126 • Published • 30 -
GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation
Paper • 2411.08033 • Published • 25 -
Generative World Explorer
Paper • 2411.11844 • Published • 78 -
Stylecodes: Encoding Stylistic Information For Image Generation
Paper • 2411.12811 • Published • 12 -
Stable Flow: Vital Layers for Training-Free Image Editing
Paper • 2411.14430 • Published • 21 -
Style-Friendly SNR Sampler for Style-Driven Generation
Paper • 2411.14793 • Published • 39 -
Material Anything: Generating Materials for Any 3D Object via Diffusion
Paper • 2411.15138 • Published • 50 -
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation
Paper • 2411.16657 • Published • 20 -
One Diffusion to Generate Them All
Paper • 2411.16318 • Published • 30 -
OminiControl: Minimal and Universal Control for Diffusion Transformer
Paper • 2411.15098 • Published • 61 -
Novel View Extrapolation with Video Diffusion Priors
Paper • 2411.14208 • Published • 10 -
TEXGen: a Generative Diffusion Model for Mesh Textures
Paper • 2411.14740 • Published • 18 -
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models
Paper • 2411.18613 • Published • 58 -
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
Paper • 2411.17440 • Published • 37 -
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving
Paper • 2411.15139 • Published • 15 -
Diffusion Self-Distillation for Zero-Shot Customized Image Generation
Paper • 2411.18616 • Published • 16 -
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis
Paper • 2411.17769 • Published • 8 -
Unified Continuous Generative Models
Paper • 2505.07447 • Published • 43 -
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Paper • 2506.13759 • Published • 43 -
LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion
Paper • 2507.02813 • Published • 60 -
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models
Paper • 2508.00819 • Published • 62 -
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
Paper • 2508.02193 • Published • 129 -
Diffusion Language Models Know the Answer Before Decoding
Paper • 2508.19982 • Published • 23