← Authors

De-An Huang

35 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (80) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (12) πŸ‘₯ Mega-Team (25) 🧬 Topic Evolution πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (156) πŸš€ Conference Pioneer ❓ The Questioner ⚑ Prolific Year (5) πŸ’Ž Century Club (35) πŸ“ˆ Trend Setter

Conferences

CVPR (13) NIPS (6) ECCV (5) ICLR (4) ICCV (3) ICML (2) EMNLP (1) WACV (1)

Top co-authors

Li Fei-fei (12) Juan Carlos Niebles (11) Anima Anandkumar (10) Zhiding Yu (9) Yuke Zhu (7) Weili Nie (5) Chaowei Xiao (5) Linxi Fan (5) Jan Kautz (4) Serena Yeung (3)

Research topics

Differential Privacy (1)

Keywords

visual grounding (3) video understanding (3) few-shot learning (3) object detection (2) reference resolution (2) multimodal large language model (2) multimodal learning (2) knowledge distillation (2) zero-shot generalization (2) action recognition (2) instructional video (2) visual language model (2) temporal alignment (2) motion dynamics (2) unsupervised learning (2) robotic manipulation (1) imitation learning (1) representation learning (1) sequential decision-making (1) interactive decision-making (1)

Papers

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching ICLR 2025
NVILA: Efficient Frontier Visual Language Models CVPR 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025
Differentially Private Video Activity Recognition WACV 2024
PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees CVPR 2024
LITA: Language Instructed Temporal-Localization Assistant ECCV 2024
Eureka: Human-Level Reward Design via Coding Large Language Models ICLR 2024
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition ICLR 2024
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
I$^2$SB: Image-to-Image SchrΓΆdinger Bridge ICML 2023
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training NIPS 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NIPS 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation CVPR 2020
Procedure Planning in Instructional Videos ECCV 2020
Regression Planning Networks NIPS 2019
Imitation Learning for Human Pose Prediction ICCV 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation CVPR 2019
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos CVPR 2018
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets CVPR 2018
Dynamic Task Prioritization for Multitask Learning ECCV 2018
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos ECCV 2018
Neural Graph Matching Networks for Fewshot 3D Action Recognition ECCV 2018
Learning to Decompose and Disentangle Representations for Video Prediction NIPS 2018
Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017
Forecasting Interactive Dynamics of Pedestrians With Fictitious Play CVPR 2017
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos CVPR 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences ICCV 2017
How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps CVPR 2015
Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition ICCV 2013