Cover Image

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qu, Leigang, Li, Haochuan, Wang, Tan, Wang, Wenjie, Li, Yongqi, Nie, Liqiang, Chua, Tat-Seng
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
by: Li, Yongqi, et al.
Published: (2024)

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
by: Qu, Leigang, et al.
Published: (2024)

Discriminative Probing and Tuning for Text-to-Image Generation
by: Qu, Leigang, et al.
Published: (2024)

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
by: Li, Yongqi, et al.
Published: (2024)

TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
by: Qu, Leigang, et al.
Published: (2025)

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
by: Liu, Han, et al.
Published: (2025)

Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
by: Wen, Haokun, et al.
Published: (2024)

Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
by: Zhu, Fengbin, et al.
Published: (2025)

VINCIE: Unlocking In-context Image Editing from Video
by: Qu, Leigang, et al.
Published: (2025)

TIGeR: A Unified Framework for Time, Images and Geo-location Retrieval
by: Shatwell, David G., et al.
Published: (2026)

Distillation Enhanced Generative Retrieval
by: Li, Yongqi, et al.
Published: (2024)

ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
by: Liu, Zhiyuan, et al.
Published: (2024)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025)

Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2026)

Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
by: Chu, Meng, et al.
Published: (2023)

Extending Visual Dynamics for Video-to-Music Generation
by: Liu, Xiaohao, et al.
Published: (2025)

Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model
by: Chen, Xiaolin, et al.
Published: (2022)

EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
by: Zhou, Sheng, et al.
Published: (2025)

TIGeR: Text-Instructed Generation and Refinement for Template-Free Hand-Object Interaction
by: Huang, Yiyao, et al.
Published: (2025)

PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
by: Lyu, Yibo, et al.
Published: (2025)

ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
by: Liu, Zhiyuan, et al.
Published: (2024)

Principled Multimodal Representation Learning
by: Liu, Xiaohao, et al.
Published: (2025)

Scene-Text Grounding for Text-Based Video Question Answering
by: Zhou, Sheng, et al.
Published: (2024)

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
by: Liu, Zhiyuan, et al.
Published: (2023)

Can I Trust Your Answer? Visually Grounded Video Question Answering
by: Xiao, Junbin, et al.
Published: (2023)

JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
by: Liu, Kai, et al.
Published: (2026)

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
by: Zheng, Changmeng, et al.
Published: (2024)

UniCVR: From Alignment to Reranking for Unified Zero-Shot Composed Visual Retrieval
by: Wen, Haokun, et al.
Published: (2026)

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
by: Chen, Yiyang, et al.
Published: (2022)

Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
by: Huang, Hailang, et al.
Published: (2024)

TraceRouter: Robust Safety for Large Foundation Models via Path-Level Intervention
by: Shi, Chuancheng, et al.
Published: (2026)

InstructVid2Vid: Controllable Video Editing with Natural Language Instructions
by: Qin, Bosheng, et al.
Published: (2023)

Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval
by: Lin, Haoqiang, et al.
Published: (2025)

TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics
by: Han, Yi, et al.
Published: (2025)

Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
by: Chen, Xiaolin, et al.
Published: (2025)

Calibrated Multimodal Representation Learning with Missing Modalities
by: Liu, Xiaohao, et al.
Published: (2025)

Retrieval-Augmented Multimodal Model for Fake News Detection
by: Li, Yiheng, et al.
Published: (2026)

UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts
by: Cheng, Zhi-Qi, et al.
Published: (2024)

DeepTaxon: An Interpretable Retrieval-Augmented Multimodal Framework for Unified Species Identification and Discovery
by: Wang, Jiawei, et al.
Published: (2026)

ExpLLM: Towards Chain of Thought for Facial Expression Recognition
by: Lan, Xing, et al.
Published: (2024)