Filter & Align: Leveraging Human Knowledge to Curate Image-Text Data
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Lei, Shu, Fangxun, Liu, Tianyang, Ren, Sucheng, Jiang, Hao, Xie, Cihang |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Autoregressive Pretraining with Mamba in Vision
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
ViMix-14M: A Curated Multi-Source Video-Text Dataset with Long-Form, High-Quality Captions and Crawl-Free Access
by: Yang, Timing, et al.
Published: (2025)
by: Yang, Timing, et al.
Published: (2025)
Rejuvenating image-GPT as Strong Visual Representation Learners
by: Ren, Sucheng, et al.
Published: (2023)
by: Ren, Sucheng, et al.
Published: (2023)
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
ViT-5: Vision Transformers for The Mid-2020s
by: Wang, Feng, et al.
Published: (2026)
by: Wang, Feng, et al.
Published: (2026)
Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane
by: Liu, Haoyu, et al.
Published: (2026)
by: Liu, Haoyu, et al.
Published: (2026)
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts
by: Huang, Ziwei, et al.
Published: (2024)
by: Huang, Ziwei, et al.
Published: (2024)
ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation
by: Peng, Cihang, et al.
Published: (2025)
by: Peng, Cihang, et al.
Published: (2025)
Preference Score Distillation: Leveraging 2D Rewards to Align Text-to-3D Generation with Human Preference
by: Leng, Jiaqi, et al.
Published: (2026)
by: Leng, Jiaqi, et al.
Published: (2026)
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
by: Sun, Jintao, et al.
Published: (2024)
by: Sun, Jintao, et al.
Published: (2024)
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
by: He, Wanggui, et al.
Published: (2024)
by: He, Wanggui, et al.
Published: (2024)
Mamba-R: Vision Mamba ALSO Needs Registers
by: Wang, Feng, et al.
Published: (2024)
by: Wang, Feng, et al.
Published: (2024)
Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency
by: Wang, Feng, et al.
Published: (2024)
by: Wang, Feng, et al.
Published: (2024)
EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models
by: Tan, Zhiyu, et al.
Published: (2024)
by: Tan, Zhiyu, et al.
Published: (2024)
What If We Recaption Billions of Web Images with LLaMA-3?
by: Li, Xianhang, et al.
Published: (2024)
by: Li, Xianhang, et al.
Published: (2024)
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation
by: Zhang, Wenchao, et al.
Published: (2025)
by: Zhang, Wenchao, et al.
Published: (2025)
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation
by: Zhang, Guanghao, et al.
Published: (2025)
by: Zhang, Guanghao, et al.
Published: (2025)
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies
by: Li, Zichao, et al.
Published: (2024)
by: Li, Zichao, et al.
Published: (2024)
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion
by: Yi, Xunpeng, et al.
Published: (2024)
by: Yi, Xunpeng, et al.
Published: (2024)
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image Modeling
by: Wang, Zixiao, et al.
Published: (2024)
by: Wang, Zixiao, et al.
Published: (2024)
TIQA: Human-Aligned Perceptual Text Quality Assessment in Generated Images
by: Koltsov, Kirill, et al.
Published: (2026)
by: Koltsov, Kirill, et al.
Published: (2026)
A Unified and Controllable Framework for Layered Image Generation with Visual Effects
by: Yang, Jinrui, et al.
Published: (2026)
by: Yang, Jinrui, et al.
Published: (2026)
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
by: Fu, Minghao, et al.
Published: (2025)
by: Fu, Minghao, et al.
Published: (2025)
Aligning Medical Images with General Knowledge from Large Language Models
by: Fang, Xiao, et al.
Published: (2024)
by: Fang, Xiao, et al.
Published: (2024)
Bridging the Gap: Aligning Text-to-Image Diffusion Models with Specific Feedback
by: Niu, Xuexiang, et al.
Published: (2024)
by: Niu, Xuexiang, et al.
Published: (2024)
Captain Safari: A World Engine with Pose-Aligned 3D Memory
by: Chou, Yu-Cheng, et al.
Published: (2025)
by: Chou, Yu-Cheng, et al.
Published: (2025)
Multimodal Data Curation via Object Detection and Filter Ensembles
by: Huang, Tzu-Heng, et al.
Published: (2024)
by: Huang, Tzu-Heng, et al.
Published: (2024)
Frequency-Aware Flow Matching for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2026)
by: Ren, Sucheng, et al.
Published: (2026)
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation
by: Li, Yijiang, et al.
Published: (2024)
by: Li, Yijiang, et al.
Published: (2024)
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation
by: Shu, Fangxun, et al.
Published: (2024)
by: Shu, Fangxun, et al.
Published: (2024)
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
by: Di, Shangzhe, et al.
Published: (2025)
by: Di, Shangzhe, et al.
Published: (2025)
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
by: Peng, Yuang, et al.
Published: (2024)
by: Peng, Yuang, et al.
Published: (2024)
LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment
by: Wang, Yibin, et al.
Published: (2024)
by: Wang, Yibin, et al.
Published: (2024)
AlignVid: Training-Free Attention Scaling for Semantic Fidelity in Text-Guided Image-to-Video Generation
by: Liu, Yexin, et al.
Published: (2025)
by: Liu, Yexin, et al.
Published: (2025)
WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
by: Lin, Wang, et al.
Published: (2026)
by: Lin, Wang, et al.
Published: (2026)
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
by: Zhang, Hao, et al.
Published: (2024)
by: Zhang, Hao, et al.
Published: (2024)
Generative Image Layer Decomposition with Visual Effects
by: Yang, Jinrui, et al.
Published: (2024)
by: Yang, Jinrui, et al.
Published: (2024)
Similar Items
-
Autoregressive Pretraining with Mamba in Vision
by: Ren, Sucheng, et al.
Published: (2024) -
M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2024) -
ViMix-14M: A Curated Multi-Source Video-Text Dataset with Long-Form, High-Quality Captions and Crawl-Free Access
by: Yang, Timing, et al.
Published: (2025) -
Rejuvenating image-GPT as Strong Visual Representation Learners
by: Ren, Sucheng, et al.
Published: (2023) -
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
by: Ren, Sucheng, et al.
Published: (2024)