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[ICRA23] Rearrange Indoor Scenes for Human-Robot Co-Activity
We present an optimization-based framework for rearranging indoor furniture to accommodate human-robot co-activities better. The …
Weiqi Wang
,
Zihang Zhao
,
Ziyuan Jiao
,
Yixin Zhu
,
Song-Chun Zhu
,
Hangxin Liu
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[NeurIPS22] On the Learning Mechanisms in Physical Reasoning
Is dynamics prediction indispensable for physical reasoning? If so, what kind of roles do the dynamics prediction modules play during …
Shiqian Li
,
Kewen Wu
,
Chi Zhang
,
Yixin Zhu
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[NeurIPS22] Emergent Graphical Conventions in a Visual Communication Game
Humans communicate with graphical sketches apart from symbolic languages (Fay et al., 2014). Primarily focusing on the latter, recent …
Shuwen Qiu
,
Sirui Xie
,
Lifeng Fan
,
Tao Gao
,
Jungseock Joo
,
Song-Chun Zhu
,
Yixin Zhu
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[NeurIPS22] HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes
Learning to generate diverse scene-aware and goal-oriented human motions in 3D scenes remains challenging due to the mediocre …
Zan Wang
,
Yixin Chen
,
Tengyu Liu
,
Yixin Zhu
,
Wei Liang
,
Siyuan Huang
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[ECCV22] Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Is intelligence realized by connectionist or classicist? While connectionist approaches have achieved superhuman performance, there has …
Chi Zhang
,
Sirui Xie
,
Baoxiong Jia
,
Ying Nian Wu
,
Song-Chun Zhu
,
Yixin Zhu
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[IROS22] Sequential Manipulation Planning on Scene Graph
We devise a 3D scene graph representation, contact graph+ (cg+), for efficient sequential manipulation planning. Augmented with …
Ziyuan Jiao
,
Yida Niu
,
Zeyu Zhang
,
Song-Chun Zhu
,
Yixin Zhu
,
Hangxin Liu
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[IROS22] Downwash-aware Control Allocation for Over-actuated UAV Platforms
Tracking position and orientation independently affords more agile maneuver for over-actuated multirotor Unmanned Aerial Vehicles …
Yao Su
,
Chi Chu
,
Meng Wang
,
Jiarui Li
,
Liu Yang
,
Yixin Zhu
,
Hangxin Liu
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[ICML22] Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Latent space Energy-Based Models (EBMs), also known as energy-based priors, have drawn growing interests in generative modeling. Fueled …
Peiyu Yu
,
Sirui Xie
,
Xiaojian Ma
,
Baoxiong Jia
,
Bo Pang
,
Ruiqi Gao
,
Yixin Zhu
,
Ying Nian Wu
,
Song-Chun Zhu
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[CogSci22] What Is the Point? A Theory of Mind Model of Relevance
Although pointing is sparse, overloaded, and indirect, it allows humans to effectively decode shared information, (ex)change their …
Kaiwen Jiang
,
Annya Dahmani
,
Stephanie Stacy
,
Boxuan Jiang
,
Federico Rossano
,
Yixin Zhu
,
Tao Gao
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[NeurIPS21] Unsupervised Foreground Extraction via Deep Region Competition
We present Deep Region Competition (DRC), an algorithm designed to extract foreground objects from images in a fully unsupervised …
Peiyu Yu
,
Sirui Xie
,
Xiaojian Ma
,
Yixin Zhu
,
Ying Nian Wu
,
Song-Chun Zhu
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