FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation
Paper • 2403.06775 • Published • 4
Papers - Image
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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Paper • 2010.11929 • Published • 15 -
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition
Paper • 2110.07040 • Published • 2 -
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks
Paper • 1811.00056 • Published • 2 -
Data Generation for Post-OCR correction of Cyrillic handwriting
Paper • 2311.15896 • Published • 4 -
Character Queries: A Transformer-based Approach to On-Line Handwritten Character Segmentation
Paper • 2309.03072 • Published • 2 -
Densely Connected Convolutional Networks
Paper • 1608.06993 • Published • 4 -
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models
Paper • 2003.11142 • Published • 2 -
U-Net: Convolutional Networks for Biomedical Image Segmentation
Paper • 1505.04597 • Published • 18 -
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images
Paper • 2310.16186 • Published • 2 -
RTSeg: Real-time Semantic Segmentation Comparative Study
Paper • 1803.02758 • Published • 2 -
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging
Paper • 1804.00504 • Published • 2 -
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function
Paper • 1810.09488 • Published • 2 -
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
Paper • 1811.08305 • Published • 2 -
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images
Paper • 1905.10835 • Published • 3 -
Enforcing temporal consistency in Deep Learning segmentation of brain MR images
Paper • 1906.07160 • Published • 3 -
Bias Loss for Mobile Neural Networks
Paper • 2107.11170 • Published • 2 -
Skip-Connected Neural Networks with Layout Graphs for Floor Plan Auto-Generation
Paper • 2309.13881 • Published • 2 -
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks
Paper • 2310.13727 • Published • 2 -
Latent Diffusion Model for Medical Image Standardization and Enhancement
Paper • 2310.05237 • Published • 2 -
3D Medical Image Segmentation based on multi-scale MPU-Net
Paper • 2307.05799 • Published • 2 -
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps
Paper • 2110.08776 • Published • 2 -
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
Paper • 2106.05843 • Published • 2 -
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation
Paper • 2105.02771 • Published • 2 -
Qutrit-inspired Fully Self-supervised Shallow Quantum Learning Network for Brain Tumor Segmentation
Paper • 2009.06767 • Published • 2 -
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation
Paper • 1805.05239 • Published • 2 -
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
Paper • 1908.08588 • Published • 2 -
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers
Paper • 2201.10981 • Published • 2 -
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
Paper • 2107.00652 • Published • 2 -
2nd Place Solution to Google Landmark Recognition Competition 2021
Paper • 2110.02638 • Published • 2 -
BOAT: Bilateral Local Attention Vision Transformer
Paper • 2201.13027 • Published • 2 -
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts
Paper • 2010.01809 • Published • 2 -
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Paper • 2103.14030 • Published • 5 -
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
Paper • 2104.12137 • Published • 2 -
Self-Supervised Learning with Swin Transformers
Paper • 2105.04553 • Published • 3 -
Bootstrap your own latent: A new approach to self-supervised Learning
Paper • 2006.07733 • Published • 2 -
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation
Paper • 2108.11993 • Published • 2 -
Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge
Paper • 2202.13588 • Published • 2 -
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology
Paper • 2204.05044 • Published • 2 -
Emerging Properties in Self-Supervised Vision Transformers
Paper • 2104.14294 • Published • 4 -
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathological Image Detection
Paper • 2104.14528 • Published • 2 -
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation
Paper • 2401.12208 • Published • 22 -
Demystifying CLIP Data
Paper • 2309.16671 • Published • 20 -
Vision Transformers Need Registers
Paper • 2309.16588 • Published • 86 -
DAS: A Deformable Attention to Capture Salient Information in CNNs
Paper • 2311.12091 • Published • 2 -
TANKER: Distributed Architecture for Named Entity Recognition and Disambiguation
Paper • 1708.09230 • Published -
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 129 -
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering
Paper • 2403.09622 • Published • 17 -
VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding
Paper • 2403.09530 • Published • 10 -
LocalMamba: Visual State Space Model with Windowed Selective Scan
Paper • 2403.09338 • Published • 8 -
GiT: Towards Generalist Vision Transformer through Universal Language Interface
Paper • 2403.09394 • Published • 26 -
Vision Transformer with Quadrangle Attention
Paper • 2303.15105 • Published • 2 -
StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control
Paper • 2403.09055 • Published • 26 -
Language Grounded QFormer for Efficient Vision Language Understanding
Paper • 2311.07449 • Published • 2 -
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
Paper • 2112.10741 • Published • 4 -
Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models
Paper • 2312.11473 • Published • 3 -
Lightweight Image Inpainting by Stripe Window Transformer with Joint Attention to CNN
Paper • 2301.00553 • Published • 3 -
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells
Paper • 2401.07278 • Published • 2 -
Flamingo: a Visual Language Model for Few-Shot Learning
Paper • 2204.14198 • Published • 16 -
VideoAgent: Long-form Video Understanding with Large Language Model as Agent
Paper • 2403.10517 • Published • 37 -
LightIt: Illumination Modeling and Control for Diffusion Models
Paper • 2403.10615 • Published • 18 -
Generic 3D Diffusion Adapter Using Controlled Multi-View Editing
Paper • 2403.12032 • Published • 15 -
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
Paper • 2403.11207 • Published • 15 -
AnimateDiff-Lightning: Cross-Model Diffusion Distillation
Paper • 2403.12706 • Published • 18 -
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis
Paper • 2403.12963 • Published • 8 -
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
Paper • 2403.11703 • Published • 17 -
TexDreamer: Towards Zero-Shot High-Fidelity 3D Human Texture Generation
Paper • 2403.12906 • Published • 7 -
Towards 3D Molecule-Text Interpretation in Language Models
Paper • 2401.13923 • Published • 9 -
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
Paper • 2403.13447 • Published • 19 -
MyVLM: Personalizing VLMs for User-Specific Queries
Paper • 2403.14599 • Published • 17 -
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context
Paper • 2403.14471 • Published • 2 -
DepthFM: Fast Monocular Depth Estimation with Flow Matching
Paper • 2403.13788 • Published • 18 -
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper • 2403.16627 • Published • 22 -
FlashFace: Human Image Personalization with High-fidelity Identity Preservation
Paper • 2403.17008 • Published • 22 -
Prompt me a Dataset: An investigation of text-image prompting for historical image dataset creation using foundation models
Paper • 2309.01674 • Published • 2 -
Segment Anything
Paper • 2304.02643 • Published • 5 -
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
Paper • 2210.07179 • Published • 3 -
DreamPolisher: Towards High-Quality Text-to-3D Generation via Geometric Diffusion
Paper • 2403.17237 • Published • 11 -
One-step Diffusion with Distribution Matching Distillation
Paper • 2311.18828 • Published • 3 -
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Paper • 1801.03924 • Published • 2 -
ViTAR: Vision Transformer with Any Resolution
Paper • 2403.18361 • Published • 55 -
Getting it Right: Improving Spatial Consistency in Text-to-Image Models
Paper • 2404.01197 • Published • 31 -
Condition-Aware Neural Network for Controlled Image Generation
Paper • 2404.01143 • Published • 13 -
Measuring Style Similarity in Diffusion Models
Paper • 2404.01292 • Published • 16 -
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation
Paper • 2404.02733 • Published • 22 -
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models
Paper • 2404.02747 • Published • 13 -
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
Paper • 2404.02731 • Published • 1 -
PointInfinity: Resolution-Invariant Point Diffusion Models
Paper • 2404.03566 • Published • 16 -
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Paper • 2404.03653 • Published • 35 -
Learning Transferable Visual Models From Natural Language Supervision
Paper • 2103.00020 • Published • 20 -
Prompt-to-Prompt Image Editing with Cross Attention Control
Paper • 2208.01626 • Published • 3 -
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training
Paper • 2404.03618 • Published • 2 -
OmniFusion Technical Report
Paper • 2404.06212 • Published • 77 -
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion
Paper • 2310.03502 • Published • 79 -
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective
Paper • 2404.07200 • Published • 2 -
Sparse Laneformer
Paper • 2404.07821 • Published • 13 -
ConsistencyDet: Robust Object Detector with Denoising Paradigm of Consistency Model
Paper • 2404.07773 • Published • 1 -
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs
Paper • 2404.07677 • Published • 1 -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
Paper • 2404.07973 • Published • 32 -
Text Role Classification in Scientific Charts Using Multimodal Transformers
Paper • 2402.14579 • Published • 1 -
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data
Paper • 2404.08613 • Published • 1 -
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising
Paper • 2404.09697 • Published • 1 -
Deformable MRI Sequence Registration for AI-based Prostate Cancer Diagnosis
Paper • 2404.09666 • Published • 1 -
Comprehensive Survey of Model Compression and Speed up for Vision Transformers
Paper • 2404.10407 • Published • 1 -
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
Paper • 2404.11428 • Published • 1 -
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation
Paper • 2404.11565 • Published • 15 -
EdgeFusion: On-Device Text-to-Image Generation
Paper • 2404.11925 • Published • 23 -
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Paper • 2401.18059 • Published • 48 -
GLIGEN: Open-Set Grounded Text-to-Image Generation
Paper • 2301.07093 • Published • 4 -
Grounded Language-Image Pre-training
Paper • 2112.03857 • Published • 3 -
TextSquare: Scaling up Text-Centric Visual Instruction Tuning
Paper • 2404.12803 • Published • 30 -
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models
Paper • 2404.13013 • Published • 31 -
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
Paper • 2404.13686 • Published • 29 -
Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer
Paper • 2404.14351 • Published • 6 -
MultiBooth: Towards Generating All Your Concepts in an Image from Text
Paper • 2404.14239 • Published • 9 -
All you need is a good init
Paper • 1511.06422 • Published • 1 -
Efficient Transformer Encoders for Mask2Former-style models
Paper • 2404.15244 • Published • 1 -
Deep Residual Learning for Image Recognition
Paper • 1512.03385 • Published • 15 -
CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data
Paper • 2404.15653 • Published • 29 -
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning
Paper • 2404.16994 • Published • 37 -
HaLo-NeRF: Learning Geometry-Guided Semantics for Exploring Unconstrained Photo Collections
Paper • 2404.16845 • Published • 7 -
Stylus: Automatic Adapter Selection for Diffusion Models
Paper • 2404.18928 • Published • 15 -
DOCCI: Descriptions of Connected and Contrasting Images
Paper • 2404.19753 • Published • 13 -
Paint by Inpaint: Learning to Add Image Objects by Removing Them First
Paper • 2404.18212 • Published • 30 -
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
Paper • 2405.01434 • Published • 56 -
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models
Paper • 2405.16759 • Published • 8 -
Neural Autoregressive Distribution Estimation
Paper • 1605.02226 • Published • 1 -
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Paper • 2406.06525 • Published • 71 -
Diffusion Models Beat GANs on Image Synthesis
Paper • 2105.05233 • Published • 2 -
Zero-shot Image Editing with Reference Imitation
Paper • 2406.07547 • Published • 33 -
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces
Paper • 2211.15775 • Published • 1 -
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
Paper • 2406.06911 • Published • 12 -
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
Paper • 2406.08407 • Published • 28 -
DataComp: In search of the next generation of multimodal datasets
Paper • 2304.14108 • Published • 2 -
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
Paper • 2406.18521 • Published • 30 -
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
Paper • 2406.19389 • Published • 54 -
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
Paper • 2406.19370 • Published • 1 -
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity
Paper • 2406.17720 • Published • 8 -
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Paper • 2407.01284 • Published • 81 -
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models
Paper • 2407.02687 • Published • 24 -
TokenPacker: Efficient Visual Projector for Multimodal LLM
Paper • 2407.02392 • Published • 23 -
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Paper • 2407.03320 • Published • 94 -
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents
Paper • 2407.03300 • Published • 14 -
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
Paper • 2311.06242 • Published • 95 -
Unveiling Encoder-Free Vision-Language Models
Paper • 2406.11832 • Published • 54 -
Vision language models are blind
Paper • 2407.06581 • Published • 84 -
MAVIS: Mathematical Visual Instruction Tuning
Paper • 2407.08739 • Published • 32 -
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
Paper • 2407.07053 • Published • 47 -
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
Paper • 2312.04461 • Published • 62 -
Steerable Transformers
Paper • 2405.15932 • Published • 1 -
SAM 2: Segment Anything in Images and Videos
Paper • 2408.00714 • Published • 121 -
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Paper • 2403.03206 • Published • 71 -
LLaVA-OneVision: Easy Visual Task Transfer
Paper • 2408.03326 • Published • 61 -
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Paper • 2408.04840 • Published • 33 -
Imagen 3
Paper • 2408.07009 • Published • 62 -
VideoGameBunny: Towards vision assistants for video games
Paper • 2407.15295 • Published • 23 -
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
Paper • 2408.08872 • Published • 101 -
Equivariant Transformer Networks
Paper • 1901.11399 • Published • 1 -
Law of Vision Representation in MLLMs
Paper • 2408.16357 • Published • 95 -
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Paper • 2410.22366 • Published • 84 -
OmniGen: Unified Image Generation
Paper • 2409.11340 • Published • 115 -
Randomized Autoregressive Visual Generation
Paper • 2411.00776 • Published • 18 -
Analyzing The Language of Visual Tokens
Paper • 2411.05001 • Published • 24 -
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
Paper • 2411.02327 • Published • 11 -
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
Paper • 2408.00760 • Published • 7 -
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Paper • 2407.21794 • Published • 6 -
Building and better understanding vision-language models: insights and future directions
Paper • 2408.12637 • Published • 133 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 80 -
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
Paper • 2403.06976 • Published • 2 -
LLaVA-o1: Let Vision Language Models Reason Step-by-Step
Paper • 2411.10440 • Published • 129 -
Multimodal Autoregressive Pre-training of Large Vision Encoders
Paper • 2411.14402 • Published • 47 -
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions
Paper • 2303.08797 • Published • 1 -
DETRs Beat YOLOs on Real-time Object Detection
Paper • 2304.08069 • Published • 15 -
RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer
Paper • 2407.17140 • Published • 2 -
HAT: Hybrid Attention Transformer for Image Restoration
Paper • 2309.05239 • Published • 1 -
No More Adam: Learning Rate Scaling at Initialization is All You Need
Paper • 2412.11768 • Published • 43 -
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
Paper • 2411.07975 • Published • 31 -
Cosmos World Foundation Model Platform for Physical AI
Paper • 2501.03575 • Published • 82