MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
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2311.17049
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DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 13 -
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision
Paper • 2303.17376 • Published -
Sigmoid Loss for Language Image Pre-Training
Paper • 2303.15343 • Published • 4 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 73 -
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Paper • 2401.10774 • Published • 54 -
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation
Paper • 2404.19427 • Published • 71 -
CogVLM: Visual Expert for Pretrained Language Models
Paper • 2311.03079 • Published • 23 -
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
Paper • 2404.06512 • Published • 29 -
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model
Paper • 2401.16420 • Published • 55 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 20 -
Demonstration-Regularized RL
Paper • 2310.17303 • Published -
Vision Transformers Need Registers
Paper • 2309.16588 • Published • 77 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 52 -
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation
Paper • 2404.19752 • Published • 22 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 117 -
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
Paper • 2405.00732 • Published • 118 -
RLHF Workflow: From Reward Modeling to Online RLHF
Paper • 2405.07863 • Published • 67 -
What matters when building vision-language models?
Paper • 2405.02246 • Published • 99 -
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
Paper • 2405.08748 • Published • 19 -
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection
Paper • 2405.10300 • Published • 26 -
Many-Shot In-Context Learning in Multimodal Foundation Models
Paper • 2405.09798 • Published • 26 -
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
Paper • 2405.10314 • Published • 44 -
LoRA Learns Less and Forgets Less
Paper • 2405.09673 • Published • 87 -
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Paper • 2405.09818 • Published • 126 -
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
Paper • 2405.10637 • Published • 19 -
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework
Paper • 2405.11143 • Published • 34 -
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
Paper • 2405.12130 • Published • 46 -
FIFO-Diffusion: Generating Infinite Videos from Text without Training
Paper • 2405.11473 • Published • 53 -
Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control
Paper • 2405.12970 • Published • 22 -
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
Paper • 2405.12981 • Published • 28 -
Diffusion for World Modeling: Visual Details Matter in Atari
Paper • 2405.12399 • Published • 27 -
Your Transformer is Secretly Linear
Paper • 2405.12250 • Published • 150 -
ReVideo: Remake a Video with Motion and Content Control
Paper • 2405.13865 • Published • 23 -
Matryoshka Multimodal Models
Paper • 2405.17430 • Published • 31 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 85 -
ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models
Paper • 2405.15738 • Published • 43 -
Improving the Training of Rectified Flows
Paper • 2405.20320 • Published • 1 -
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Paper • 2403.03206 • Published • 59 -
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Paper • 2406.04333 • Published • 36 -
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
Paper • 2406.04325 • Published • 72 -
Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step
Paper • 2406.04314 • Published • 27 -
Block Transformer: Global-to-Local Language Modeling for Fast Inference
Paper • 2406.02657 • Published • 37 -
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
Paper • 2307.06304 • Published • 27 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 126 -
Multi-Head Mixture-of-Experts
Paper • 2404.15045 • Published • 59 -
Pegasus-v1 Technical Report
Paper • 2404.14687 • Published • 30 -
Towards Modular LLMs by Building and Reusing a Library of LoRAs
Paper • 2405.11157 • Published • 26 -
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
Paper • 2405.15574 • Published • 53 -
Phased Consistency Model
Paper • 2405.18407 • Published • 46 -
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Paper • 2405.21060 • Published • 63 -
CRAG -- Comprehensive RAG Benchmark
Paper • 2406.04744 • Published • 42 -
DiTFastAttn: Attention Compression for Diffusion Transformer Models
Paper • 2406.08552 • Published • 22 -
Depth Anything V2
Paper • 2406.09414 • Published • 92 -
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
Paper • 2406.09415 • Published • 50 -
The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
Paper • 2406.10601 • Published • 65 -
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
Paper • 2406.13457 • Published • 16 -
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
Paper • 2406.12849 • Published • 49 -
Adam-mini: Use Fewer Learning Rates To Gain More
Paper • 2406.16793 • Published • 67 -
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Paper • 2406.16855 • Published • 54 -
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
Paper • 2407.01392 • Published • 39 -
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models
Paper • 2407.02687 • Published • 22 -
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Paper • 2407.03320 • Published • 92 -
Video Diffusion Alignment via Reward Gradients
Paper • 2407.08737 • Published • 47 -
Qwen2 Technical Report
Paper • 2407.10671 • Published • 155 -
Theia: Distilling Diverse Vision Foundation Models for Robot Learning
Paper • 2407.20179 • Published • 46 -
Gemma 2: Improving Open Language Models at a Practical Size
Paper • 2408.00118 • Published • 73 -
The Llama 3 Herd of Models
Paper • 2407.21783 • Published • 107 -
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
Paper • 2408.00653 • Published • 28 -
SAM 2: Segment Anything in Images and Videos
Paper • 2408.00714 • Published • 108 -
MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Paper • 2408.01800 • Published • 77 -
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Paper • 2408.02657 • Published • 32 -
IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts
Paper • 2408.03209 • Published • 21 -
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
Paper • 2408.02718 • Published • 60 -
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
Paper • 2408.03361 • Published • 85 -
An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion
Paper • 2408.03178 • Published • 36 -
LLaVA-OneVision: Easy Visual Task Transfer
Paper • 2408.03326 • Published • 59 -
Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketches
Paper • 2408.04567 • Published • 24 -
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 155 -
ControlNeXt: Powerful and Efficient Control for Image and Video Generation
Paper • 2408.06070 • Published • 52 -
Qwen2-Audio Technical Report
Paper • 2407.10759 • Published • 55 -
GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression
Paper • 2407.12077 • Published • 54 -
Compact Language Models via Pruning and Knowledge Distillation
Paper • 2407.14679 • Published • 38 -
SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models
Paper • 2407.15841 • Published • 39 -
KAN or MLP: A Fairer Comparison
Paper • 2407.16674 • Published • 42 -
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence
Paper • 2407.16655 • Published • 28 -
OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person
Paper • 2407.16224 • Published • 25 -
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization
Paper • 2408.02555 • Published • 28 -
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
Paper • 2407.19985 • Published • 35 -
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model
Paper • 2407.16982 • Published • 40 -
VILA^2: VILA Augmented VILA
Paper • 2407.17453 • Published • 39 -
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Paper • 2408.06072 • Published • 35 -
Imagen 3
Paper • 2408.07009 • Published • 61 -
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
Paper • 2408.08872 • Published • 97 -
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
Paper • 2408.10198 • Published • 32 -
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Paper • 2408.11039 • Published • 56 -
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
Paper • 2408.11001 • Published • 11 -
Sapiens: Foundation for Human Vision Models
Paper • 2408.12569 • Published • 89 -
DreamCinema: Cinematic Transfer with Free Camera and 3D Character
Paper • 2408.12601 • Published • 28 -
Scalable Autoregressive Image Generation with Mamba
Paper • 2408.12245 • Published • 24 -
Building and better understanding vision-language models: insights and future directions
Paper • 2408.12637 • Published • 118 -
LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation
Paper • 2408.13252 • Published • 23 -
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher
Paper • 2408.14176 • Published • 60 -
Foundation Models for Music: A Survey
Paper • 2408.14340 • Published • 42 -
Diffusion Models Are Real-Time Game Engines
Paper • 2408.14837 • Published • 121 -
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
Paper • 2408.15998 • Published • 83 -
CogVLM2: Visual Language Models for Image and Video Understanding
Paper • 2408.16500 • Published • 56 -
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
Paper • 2408.16532 • Published • 47 -
ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model
Paper • 2408.16767 • Published • 29 -
CSGO: Content-Style Composition in Text-to-Image Generation
Paper • 2408.16766 • Published • 17 -
CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization
Paper • 2408.15914 • Published • 21 -
LinFusion: 1 GPU, 1 Minute, 16K Image
Paper • 2409.02097 • Published • 31 -
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
Paper • 2409.02634 • Published • 89 -
Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing
Paper • 2409.01322 • Published • 94 -
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Paper • 2409.03718 • Published • 25 -
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models
Paper • 2404.12387 • Published • 38 -
Dynamic Typography: Bringing Words to Life
Paper • 2404.11614 • Published • 44 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 253 -
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
Paper • 2404.16710 • Published • 74 -
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Paper • 2404.16821 • Published • 53 -
Iterative Reasoning Preference Optimization
Paper • 2404.19733 • Published • 47 -
KAN: Kolmogorov-Arnold Networks
Paper • 2404.19756 • Published • 108 -
OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 107 -
IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation
Paper • 2409.08240 • Published • 18 -
Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models
Paper • 2409.07452 • Published • 19 -
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 72 -
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
Paper • 2409.11355 • Published • 28 -
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
Paper • 2409.11406 • Published • 25 -
Qwen2.5-Coder Technical Report
Paper • 2409.12186 • Published • 136 -
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Paper • 2409.12191 • Published • 73 -
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Paper • 2312.14125 • Published • 44 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 134 -
Imagine yourself: Tuning-Free Personalized Image Generation
Paper • 2409.13346 • Published • 67 -
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Paper • 2409.13690 • Published • 12 -
Emu3: Next-Token Prediction is All You Need
Paper • 2409.18869 • Published • 91 -
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
Paper • 2409.20566 • Published • 52 -
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
Paper • 2409.19603 • Published • 17 -
EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis
Paper • 2410.01804 • Published • 5 -
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Paper • 2410.02740 • Published • 52 -
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Paper • 2410.02757 • Published • 36 -
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning
Paper • 2410.01044 • Published • 34 -
PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation
Paper • 2410.01680 • Published • 32 -
Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
Paper • 2410.02073 • Published • 40 -
Baichuan-Omni Technical Report
Paper • 2410.08565 • Published • 83 -
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
Paper • 2410.08159 • Published • 23 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 52 -
Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices
Paper • 2410.11795 • Published • 16 -
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
Paper • 2410.16268 • Published • 65 -
SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes
Paper • 2410.17249 • Published • 39 -
Movie Gen: A Cast of Media Foundation Models
Paper • 2410.13720 • Published • 88 -
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
Paper • 2410.13863 • Published • 35 -
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors
Paper • 2410.16271 • Published • 80 -
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation
Paper • 2410.13861 • Published • 53 -
Unbounded: A Generative Infinite Game of Character Life Simulation
Paper • 2410.18975 • Published • 34 -
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss
Paper • 2410.17243 • Published • 88 -
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
Paper • 2410.06940 • Published • 6 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 144 -
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
Paper • 2410.13848 • Published • 27 -
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
Paper • 2410.10792 • Published • 26 -
CLEAR: Character Unlearning in Textual and Visual Modalities
Paper • 2410.18057 • Published • 199 -
In-Context LoRA for Diffusion Transformers
Paper • 2410.23775 • Published • 10