De-An Huang | DeepAI

DeepAI AI Chat

Featured Co-authors

Bo Li
432 publications
Anima Anandkumar
180 publications
Antonio Torralba
142 publications
Dieter Fox
141 publications
Tom Goldstein
132 publications
Silvio Savarese
125 publications
Li Fei-Fei
123 publications
Yanwei Fu
117 publications
Tao Chen
117 publications
Shuang Li
96 publications
Bolei Zhou
95 publications

∙ 02/13/2023

PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees

Personalized Federated Learning (pFL) has emerged as a promising solutio...

1 Chulin Xie, et al. ∙

∙ 02/12/2023

I^2SB: Image-to-Image Schrödinger Bridge

We propose Image-to-Image Schrödinger Bridge (I^2SB), a new class of con...

6 Guan-Horng Liu, et al. ∙

∙ 02/09/2023

Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning

Augmenting pretrained language models (LMs) with a vision encoder (e.g.,...

0 Zhuolin Yang, et al. ∙

∙ 09/15/2022

Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models

Pre-trained vision-language models (e.g., CLIP) have shown promising zer...

29 Manli Shu, et al. ∙

∙ 08/03/2022

MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training

We propose MinVIS, a minimal video instance segmentation (VIS) framework...

25 De-An Huang, et al. ∙

∙ 06/17/2022

MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge

Autonomous agents have made great strides in specialist domains like Ata...

19 Linxi Fan, et al. ∙

∙ 02/03/2022

Pre-Trained Language Models for Interactive Decision-Making

Language model (LM) pre-training has proven useful for a wide variety of...

68 Shuang Li, et al. ∙

∙ 09/25/2021

Auditing AI models for Verified Deployment under Semantic Specifications

Auditing trained deep learning (DL) models prior to deployment is vital ...

0 Homanga Bharadhwaj, et al. ∙

∙ 09/10/2021

PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks

In this work, we study the problem of how to leverage instructional vide...

0 Jiankai Sun, et al. ∙

∙ 06/17/2021

SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies

Generalization has been a long-standing challenge for reinforcement lear...

3 Linxi Fan, et al. ∙

∙ 11/13/2019

Motion Reasoning for Goal-Based Imitation Learning

We address goal-based imitation learning, where the aim is to output the...

105 De-An Huang, et al. ∙

∙ 09/28/2019

Regression Planning Networks

Recent learning-to-plan methods have shown promising results on planning...

87 Danfei Xu, et al. ∙

∙ 09/08/2019

Imitation Learning for Human Pose Prediction

Modeling and prediction of human motion dynamics has long been a challen...

21 Borui Wang, et al. ∙

∙ 08/16/2019

Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning

We address one-shot imitation learning, where the goal is to execute a p...

3 De-An Huang, et al. ∙

∙ 07/02/2019

Procedure Planning in Instructional Videos

We propose a new challenging task: procedure planning in instructional v...

0 Chien-Yi Chang, et al. ∙

∙ 01/09/2019

D^3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation

We address weakly-supervised action alignment and segmentation in videos...

16 Chien-Yi Chang, et al. ∙

∙ 10/23/2018

Action-Agnostic Human Pose Forecasting

Predicting and forecasting human dynamics is a very interesting but chal...

8 Hsu-kuang Chiu, et al. ∙

∙ 07/10/2018

Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration

Our goal is for a robot to execute a previously unseen task based on a s...

2 De-An Huang, et al. ∙

∙ 06/11/2018

Learning to Decompose and Disentangle Representations for Video Prediction

Our goal is to predict future video frames given a sequence of input fra...

4 Jun-Ting Hsieh, et al. ∙

∙ 03/07/2017

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

We propose an unsupervised method for reference resolution in instructio...

0 De-An Huang, et al. ∙

∙ 01/07/2017

Unsupervised Learning of Long-Term Motion Dynamics for Videos

We present an unsupervised representation learning approach that compact...

0 Zelun Luo, et al. ∙

∙ 07/28/2016

Connectionist Temporal Modeling for Weakly Supervised Action Labeling

We propose a weakly-supervised framework for action labeling in video, w...

0 De-An Huang, et al. ∙

∙ 04/05/2016

Forecasting Interactive Dynamics of Pedestrians with Fictitious Play

We develop predictive models of pedestrian dynamics by encoding the coup...

0 Wei-Chiu Ma, et al. ∙

∙ 11/19/2015

Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis

Modern machine learning-based recognition approaches require large-scale...

0 Yanwei Fu, et al. ∙