Alert button
Picture for Siyu Chen

Siyu Chen

Alert button

Salient Sparse Visual Odometry With Pose-Only Supervision

Add code
Bookmark button
Alert button
Apr 06, 2024
Siyu Chen, Kangcheng Liu, Chen Wang, Shenghai Yuan, Jianfei Yang, Lihua Xie

Viaarxiv icon

Implicit Regularization of Gradient Flow on One-Layer Softmax Attention

Add code
Bookmark button
Alert button
Mar 13, 2024
Heejune Sheen, Siyu Chen, Tianhao Wang, Harrison H. Zhou

Viaarxiv icon

Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality

Add code
Bookmark button
Alert button
Feb 29, 2024
Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang

Viaarxiv icon

Cooperative Learning with Gaussian Processes for Euler-Lagrange Systems Tracking Control under Switching Topologies

Add code
Bookmark button
Alert button
Feb 05, 2024
Zewen Yang, Songbo Dong, Armin Lederer, Xiaobing Dai, Siyu Chen, Stefan Sosnowski, Georges Hattab, Sandra Hirche

Viaarxiv icon

Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications

Add code
Bookmark button
Alert button
Dec 21, 2023
Xiang Li, Haoran Tang, Siyu Chen, Ziwei Wang, Anurag Maravi, Marcin Abram

Figure 1 for Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications
Figure 2 for Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications
Figure 3 for Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications
Figure 4 for Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications
Viaarxiv icon

Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks

Add code
Bookmark button
Alert button
Jul 26, 2023
Siyu Chen, Mengdi Wang, Zhuoran Yang

Figure 1 for Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks
Figure 2 for Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks
Figure 3 for Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks
Viaarxiv icon

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

Add code
Bookmark button
Alert button
Apr 14, 2023
Haoxuan Che, Siyu Chen, Hao Chen

Figure 1 for Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Figure 2 for Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Figure 3 for Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Figure 4 for Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Viaarxiv icon

Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography

Add code
Bookmark button
Alert button
Mar 26, 2023
Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy, Yunchan Hwang, Stefan Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas Maier, James G. Fujimoto

Figure 1 for Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography
Figure 2 for Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography
Viaarxiv icon

A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations

Add code
Bookmark button
Alert button
Mar 20, 2023
Siyu Chen, Yitan Wang, Zhaoran Wang, Zhuoran Yang

Figure 1 for A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations
Figure 2 for A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations
Figure 3 for A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations
Figure 4 for A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations
Viaarxiv icon