Tsu-Jui Fu
31 papers · 2018–2025 · 11 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Renaissance Researcher
(7)
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Venues
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Research topics
Deep Learning
(19)
Artificial Intelligence
(16)
Computer Vision
(15)
Core AI
(15)
Machine Learning
(13)
Models
(10)
Generation
(9)
Learning Types Β· Deep Learning
(9)
Learning Types Β· Machine Learning
(9)
Architectures
(7)
Processing
(7)
Natural Language Processing
(5)
Core Methods
(4)
Reinforcement Learning
(3)
Applications
(3)
Keywords
multimodal learning
(8)
diffusion model
(4)
text-to-image generation
(3)
text-to-video generation
(3)
vision-language navigation
(3)
image editing
(3)
video understanding
(3)
video generation
(3)
text-guided generation
(2)
deep reinforcement learning
(2)
image manipulation
(2)
cross-modal learning
(2)
embodied agent
(2)
named entity recognition
(2)
self-supervised learning
(2)
representation learning
(2)
in-context learning
(2)
text-to-image synthesis
(2)
generative model
(2)
vision-and-language navigation
(2)
Papers
STIV: Scalable Text and Image Conditioned Video Generation
ICCV 2025
TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation
ACL 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
ICCV 2025
Guiding Instruction-based Image Editing via Multimodal Large Language Models
ICLR 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
NeurIPS 2024
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
AAAI 2024
An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
CVPR 2023
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation
EMNLP 2023
EDIS: Entity-Driven Image Search over Multimodal Web Content
EMNLP 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
NeurIPS 2023
PHOTOSWAP: Personalized Subject Swapping in Images
NeurIPS 2023
Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation
CVPR 2023
Text-guided 3D Human Generation from 2D Collections
EMNLP 2023
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
ICLR 2023
CPL: Counterfactual Prompt Learning for Vision and Language Models
EMNLP 2022
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents
AAAI 2022
Language-Driven Artistic Style Transfer
ECCV 2022
M3L: Language-Based Video Editing via Multi-Modal Multi-Level Transformers
CVPR 2022
ULN: Towards Underspecified Vision-and-Language Navigation
EMNLP 2022
H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction
ACL 2021
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals
EACL 2021
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation
EACL 2021
Semi-Supervised Policy Initialization for Playing Games with Language Hints
NAACL 2021
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler
ECCV 2020
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning
EMNLP 2020
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
AAAI 2020
Adversarial Active Exploration for Inverse Dynamics Model Learning
CoRL 2019
GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction
ACL 2019
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning
NeurIPS 2018
Dynamic Video Segmentation Network
CVPR 2018
Speed Reading: Learning to Read ForBackward via Shuttle
EMNLP 2018