10.9k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Institute of Astronomy and Astrophysics, Academia SinicaTW1.4k papers
- Institute of Physics, Academia SinicaTW1.1k papers
- Lawrence Berkeley National LaboratoryUS821 papers
- University of GenevaCH773 papers
- University of MichiganUS761 papers
- University of Illinois Urbana-ChampaignUS757 papers
- University of ChicagoUS755 papers
- Michigan State UniversityUS746 papers
- University of OxfordGB742 papers
- University College LondonGB739 papers
- The Ohio State UniversityUS733 papers
- University of TorontoCA732 papers
142 papers · 1 filter
H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction
Jhih-Wei Chen, Tsu-Jui Fu, Chen-Kang Lee +1
Although distant supervision automatically generates training data for relation extraction, it also introduces false-positive (FP) and false-negative (FN) training instances to the…
Investigating Ground-level Ozone Formation: A Case Study in Taiwan
Yu-Wen Chen, Sourav Medya, Yi-Chun Chen
Tropospheric ozone (O3) is a greenhouse gas which can absorb heat and make the weather even hotter during extreme heatwaves. Besides, it is an influential ground-level air pollutan…
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification
Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng +6
A combination of cloud-based deep learning (DL) algorithms with portable/wearable (P/W) devices has been developed as a smart heath care system to support automatic cardiac arrhyth…
Accelerating Inexact Successive Quadratic Approximation for Regularized Optimization Through Manifold Identification
Ching-pei Lee
For regularized optimization that minimizes the sum of a smooth term and a regularizer that promotes structured solutions, inexact proximal-Newton-type methods, or successive quadr…
Examining the assembly pathways and active microtubule mechanics underlying spindle self-organization
Lucan Yan, Tatsuya Fukuyama, Megumi Yamaoka +2
The bipolar organization of the microtubule-based mitotic spindle is essential for the faithful segregation of chromosomes in cell division. Despite our extensive knowledge of gene…
Deterministic Certification to Adversarial Attacks via Bernstein Polynomial Approximation
Ching-Chia Kao, Jhe-Bang Ko, Chun-Shien Lu
Randomized smoothing has established state-of-the-art provable robustness against norm adversarial attacks with high probability. However, the introduced Gaussian data aug…
Predicted septuple-atomic-layer Janus (M=Mo and W) monolayers with Rashba spin splitting and high electron carrier mobilities
San-Dong Guo, Wen-Qi Mu, Yu-Tong Zhu +2
Janus two-dimensional (2D) materials have attracted much attention due to possessing unique properties caused by their out-of-plane asymmetry, which have been achieved in many 2D f…
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information
Yen-Ju Lu, Chia-Yu Chang, Cheng Yu +4
Previous studies have confirmed that by augmenting acoustic features with the place/manner of articulatory features, the speech enhancement (SE) process can be guided to consider t…
A novel quad-channel 10 Gbps CMOS VCSEL array driver with integrated charge pumps
X. Huang, D. Gong, D. Guo +14
We present a novel design and the test results of a 4-channel driver for an array of Vertical-Cavity Surface-Emitting Lasers (VCSELs). This ASIC, named cpVLAD and fabricated in a 6…
A 10 Gbps Driver/Receiver ASIC and Optical Modules for Particle Physics Experiments
Xing Huang, Datao Gong, Suen Hou +10
We present the design and test results of a Drivers and Limiting AmplifierS ASIC operating at 10 Gbps (DLAS10) and three Miniature Optical Transmitter/Receiver/Transceiver modules…
A 20 Gbps Data Transmitting ASIC with PAM4 for Particle Physics Experiments
Li Zhang, Datao Gong, Suen Hou +9
We present the design principle and test results of a data transmitting ASIC, GBS20, for particle physics experiments. The goal of GBS20 will be an ASIC that employs two serializer…
Predict and Use Latent Patterns for Short-Text Conversation
Hung-Ting Chen, Yu-Chieh Chao, Ta-Hsuan Chao +1
Many neural network models nowadays have achieved promising performances in Chit-chat settings. The majority of them rely on an encoder for understanding the post and a decoder for…
On the Compressed-Oracle Technique, and Post-Quantum Security of Proofs of Sequential Work
Kai-Min Chung, Serge Fehr, Yu-Hsuan Huang +1
We revisit the so-called compressed oracle technique, introduced by Zhandry for analyzing quantum algorithms in the quantum random oracle model (QROM). To start off with, we offer…
TinyGAN: Distilling BigGAN for Conditional Image Generation
Ting-Yun Chang, Chi-Jen Lu
Generative Adversarial Networks (GANs) have become a powerful approach for generative image modeling. However, GANs are notorious for their training instability, especially on larg…
Reactive Supervision: A New Method for Collecting Sarcasm Data
Boaz Shmueli, Lun-Wei Ku, Soumya Ray
Sarcasm detection is an important task in affective computing, requiring large amounts of labeled data. We introduce reactive supervision, a novel data collection method that utili…
Coexistence of intrinsic piezoelectricity and ferromagnetism induced by small biaxial strain in septuple-atomic-layer
San-Dong Guo, Wen-Qi Mu, Yu-Tong Zhu +1
The septuple-atomic-layer with the same structure of experimentally synthesized is predicted to be a spin-gapless semiconductor (SGS). In t…
The chemical structure of young high-mass star-forming clumps: (II) parsec-scale CO depletion and deuterium fraction of
S. Feng, D. Li, P. Caselli +19
The physical and chemical properties of cold and dense molecular clouds are key to understanding how stars form. Using the IRAM 30 m and NRO 45 m telescopes, we carried out a Multi…
Optical transceivers for event triggers in the ATLAS phase-I upgrade
L. Zhang, C. Chen, I. Cohen +16
The ATLAS phase-I upgrade aims to enhance event trigger performance in the Liquid Argon (LAr) calorimeter and the forward muon spectrometer. The trigger signals are transmitted by…
The Freesound Loop Dataset and Annotation Tool
Antonio Ramires, Frederic Font, Dmitry Bogdanov +7
Music loops are essential ingredients in electronic music production, and there is a high demand for pre-recorded loops in a variety of styles. Several commercial and community dat…
The Clock and Control System for the ATLAS Liquid Argon Calorimeter Phase-I Upgrade
Le Xiao, Chonghan Liu, Tiankuan Liu +16
A Liquid-argon Trigger Digitizer Board (LTDB) is being developed to upgrade the ATLAS Liquid Argon Calorimeter Phase-I trigger electronics. The LTDB located at the front end needs…
Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts
Cheng-Che Lee, Wan-Yi Lin, Yen-Ting Shih +2
Music-to-visual style transfer is a challenging yet important cross-modal learning problem in the practice of creativity. Its major difference from the traditional image style tran…
Temporally Guided Music-to-Body-Movement Generation
Hsuan-Kai Kao, Li Su
This paper presents a neural network model to generate virtual violinist's 3-D skeleton movements from music audio. Improved from the conventional recurrent neural network models f…
A Human-Computer Duet System for Music Performance
Yuen-Jen Lin, Hsuan-Kai Kao, Yih-Chih Tseng +2
Virtual musicians have become a remarkable phenomenon in the contemporary multimedia arts. However, most of the virtual musicians nowadays have not been endowed with abilities to c…
A 4-Channel 10-Gbps/ch CMOS VCSEL Array Driver with on-chip Charge-pumps
X. Huang, D. Gong, Q. Sun +15
We present the design and test results of a 4-channel 10-Gbps/ch Vertical-Cavity Surface-Emitting Laser array driver, the cpVLAD. With on-chip charge-pumps to extend the biasing he…